Datasets:

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movielens_dpo_dataset_2

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You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 420:Beverly Hills Cop III (Genres: Action, Comedy, Crime; Language: en; Overview: Axel Foley and Billy Rosewood investigate a counterfeiting gang.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1772:Blues Brothers 2000 (Genres: Music, Action, Comedy, Crime; Language: en; Overview: Elwood reunites band, evades cops, to fund children's hospital.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2376:A View to a Kill (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond investigates microchip theft linked to Max Zorin.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 2989:For Your Eyes Only (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond races to recover a stolen encryption device.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.) There are 10 Candidates for recommendation: Movie 2844:The Minus Man (Genres: Drama, Thriller; Language: en; Overview: The Minus Man: psychotic killer inspired by classic literary characters.),, Movie 2572:10 Things I Hate About You (Genres: Comedy, Romance, Drama; Language: en; Overview: Bianca can't date until sister Kat finds a boyfriend.),, Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.),, Movie 666:All Things Fair (Genres: War, Drama, Romance; Language: sv; Overview: 1943: A boy's attraction to his teacher leads to growth.),, Movie 380:True Lies (Genres: Action, Thriller; Language: en; Overview: Harry Tasker, a secret agent, reveals his identity to save.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 3200:The Last Detail (Genres: Comedy, Drama; Language: en; Overview: Navy men delay prison trip to give young offender fun.),, Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.),, Movie 271:Losing Isaiah (Genres: Drama; Language: en; Overview: Addicted mother seeks custody of son adopted by social worker.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 271 - Reason: This drama explores deep emotional themes of family and addiction, resonating with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 380 - Reason: The action and thriller elements combined with a secret agent storyline align with the user's interest in dynamic and engaging plots. Rank 3: Movie 1220 - Reason: This film blends music, comedy, and crime, appealing to the user's enjoyment of entertaining and humorous narratives as seen in "Blues Brothers 2000." Rank 4: Movie 1291 - Reason: The adventure and action elements, along with a historical backdrop, resonate with the user's preference for thrilling escapades like "Saving Private Ryan." Rank 5: Movie 3260 - Reason: This drama explores complex social issues and relationships, which may intrigue the user given their interest in character studies like "A Clockwork Orange." Rank 6: Movie 1961 - Reason: The exploration of familial relationships and personal growth aligns with the user's appreciation for emotional depth in films like "Rain Man." Rank 7: Movie 3200 - Reason: This film's mix of comedy and drama about friendship and life experiences may appeal to the user, similar to their enjoyment of "Ferris Bueller's Day Off." Rank 8: Movie 666 - Reason: The war and romance themes might not resonate as strongly with the user, given their preference for more lighthearted or action-oriented narratives. Rank 9: Movie 2572 - Reason: While it has romantic elements, the high school setting may not align with the user's typical preferences for more mature themes. Rank 10: Movie 2844 - Reason: The psychological thriller aspect may be too dark or intense compared to the user's usual enjoyment of lighter comedies and action films.

Rank 1: Movie 380 - Reason: This action-packed thriller features a secret agent leading a double life, aligning with the user's interest in dynamic and engaging narratives as seen in their history. Rank 2: Movie 271 - Reason: The emotional depth and character-driven story about a mother's struggle resonate with the user's appreciation for drama and complex relationships. Rank 3: Movie 1291 - Reason: The adventurous quest and historical context in this film match the user's enjoyment of action and adventure narratives, similar to those in their watched movies. Rank 4: Movie 2572 - Reason: This romantic comedy set in high school aligns with the user's interest in light-hearted, character-focused stories, as seen in "Ferris Bueller's Day Off." Rank 5: Movie 2844 - Reason: The psychological thriller elements and character study may appeal to the user's taste for intense narratives, although it might be darker than their usual preferences. Rank 6: Movie 3200 - Reason: The blend of comedy and drama in this film about camaraderie and life lessons resonates with the user's enjoyment of character-driven stories. Rank 7: Movie 1961 - Reason: The exploration of family dynamics and personal growth in this drama aligns with the user's interest in emotional and character-focused narratives. Rank 8: Movie 3260 - Reason: The class struggles and romantic elements in this drama may not align closely with the user's preferences for more action-oriented or comedic films. Rank 9: Movie 1220 - Reason: While this film has musical elements, its slower pace and focus on drama may not fully match the user's preference for more action-driven narratives. Rank 10: Movie 666 - Reason: The historical context and romance may not resonate with the user's typical preference for action and comedy genres, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 330:Tales from the Hood (Genres: Crime, Horror, Thriller; Language: en; Overview: Funeral director shares eerie tales with trapped drug dealers.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1772:Blues Brothers 2000 (Genres: Music, Action, Comedy, Crime; Language: en; Overview: Elwood reunites band, evades cops, to fund children's hospital.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 2976:Bringing Out the Dead (Genres: Drama; Language: en; Overview: Burnt-out paramedic struggles with guilt and seeks escape from duties.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.) There are 10 Candidates for recommendation: Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 409:Above the Rim (Genres: Crime, Drama; Language: en; Overview: High school basketball star navigates relationships with two troubled brothers.),, Movie 2522:Airport '77 (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Flight 23 crashes; passengers trapped underwater after hijackers' attack.),, Movie 3563:The Crow: Salvation (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Alex Corvis returns to solve his wrongful murder accusation.), Movie 107:Muppet Treasure Island (Genres: Action, Comedy, Music, Family, Adventure; Language: en; Overview: Jim and friends seek treasure but face betrayal at sea.),, Movie 3069:The Effect of Gamma Rays on Man-in-the-Moon Marigolds (Genres: Drama; Language: en; Overview: Widow Beatrice and daughters struggle with dreams and societal challenges.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 107 - Reason: This movie combines adventure and comedy elements, providing a light-hearted experience that contrasts with the user's darker preferences, offering a refreshing change. Rank 2: Movie 409 - Reason: The themes of crime and drama resonate with the user's interest in complex character relationships, similar to the tension found in their preferred films. Rank 3: Movie 3510 - Reason: This film's blend of crime, drama, and science fiction aligns with the user's taste for thought-provoking narratives that explore consequences of actions. Rank 4: Movie 17 - Reason: The romantic drama focuses on family struggles, which may appeal to the user's appreciation for emotional depth and character-driven stories. Rank 5: Movie 1633 - Reason: The themes of familial duty and protection against danger parallel the user's interest in intense, character-focused narratives. Rank 6: Movie 1961 - Reason: The exploration of family dynamics and personal growth fits well with the user's preference for character-driven drama. Rank 7: Movie 2522 - Reason: The action and thriller elements may not fully align with the user's past preferences for deeper, more character-focused narratives. Rank 8: Movie 3069 - Reason: The film's exploration of societal challenges and personal dreams may resonate less with the user's preference for more straightforward narratives. Rank 9: Movie 3264 - Reason: The mix of comedy and horror may not appeal to the user as much, given their preference for more serious themes in their viewing history. Rank 10: Movie 3563 - Reason: The film's focus on action and science fiction may not align with the user's interest in character-driven stories and emotional depth.

Rank 1: Movie 3069 - Reason: This movie explores deep familial struggles and societal challenges, resonating with the user's interest in character-driven dramas like "Bringing Out the Dead." Rank 2: Movie 409 - Reason: The blend of crime and drama in a high school setting reflects the user's taste for narratives involving complex relationships, similar to "The Silence of the Lambs." Rank 3: Movie 107 - Reason: The adventurous and comedic elements combined with a classic treasure hunt align with the user's enjoyment of light-hearted yet engaging stories like "Austin Powers: The Spy Who Shagged Me." Rank 4: Movie 3264 - Reason: The mix of action and comedy with a strong female lead battling supernatural forces connects with the user's appreciation for unique narratives, as seen in "X-Men." Rank 5: Movie 1633 - Reason: This drama about family and survival resonates with the user's interest in emotional storytelling, akin to the themes in "The Godfather." Rank 6: Movie 3563 - Reason: The thriller aspect combined with a revenge narrative aligns with the user's preference for intense and suspenseful plots, similar to "The Cell." Rank 7: Movie 3510 - Reason: The time-altering premise and its consequences resonate with the user's interest in complex narratives, reminiscent of "The Silence of the Lambs." Rank 8: Movie 17 - Reason: This romantic drama features themes of social class and family struggles, which may not align closely with the user's preference for more intense narratives. Rank 9: Movie 2522 - Reason: While it has action and drama, the premise of a hijacking and survival may not resonate as strongly with the user's preference for character-driven stories. Rank 10: Movie 1961 - Reason: The focus on personal growth and family dynamics in a more subdued manner may not appeal to the user's taste for thrilling and dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1261:Evil Dead II (Genres: Horror, Comedy, Fantasy; Language: en; Overview: Ash and Linda unleash evil by playing an ancient recording.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.), Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.) There are 10 Candidates for recommendation: Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 3918:Hellbound: Hellraiser II (Genres: Horror, Thriller; Language: en; Overview: Doctor Channard seeks Hell's doorway; Kirsty battles Cenobites' horrors.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.),, Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.),, Movie 632:Land and Freedom (Genres: Drama, History, War, Romance; Language: en; Overview: David Carr joins Spanish Civil War, witnessing Stalinist betrayal firsthand.),, Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.),, Movie 301:Picture Bride (Genres: Drama, History; Language: en; Overview: Orphaned Riyo sails to Hawaii to marry, finds unexpected friendship.),, Movie 2204:Saboteur (Genres: Thriller, War; Language: en; Overview: Wrongly accused worker flees across U.S. after friend's death.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 632 - Reason: This movie offers a profound exploration of historical and political themes, which aligns with the user's appreciation for complex narratives as seen in "Twelve Monkeys." Rank 2: Movie 1961 - Reason: The emotional depth and character development in this drama resonate with the user's interest in stories that involve personal journeys, similar to "Groundhog Day." Rank 3: Movie 1307 - Reason: The romantic and comedic elements, along with witty dialogue, match the user's enjoyment of light-hearted yet thought-provoking narratives like "Young Frankenstein." Rank 4: Movie 2204 - Reason: This thriller's themes of injustice and survival mirror the user's taste for suspenseful and engaging stories, akin to "Face/Off." Rank 5: Movie 3918 - Reason: The horror and psychological elements may appeal to the user’s interest in thrillers, similar to the tension found in "Evil Dead II." Rank 6: Movie 2302 - Reason: The blend of comedy and legal drama aligns with the user's enjoyment of humorous narratives, reminiscent of "Austin Powers: The Spy Who Shagged Me." Rank 7: Movie 3819 - Reason: This film's comedic take on a culinary journey may not resonate as strongly with the user, who prefers more intense narratives. Rank 8: Movie 3175 - Reason: While this movie offers a comedic and adventurous story, it might not align closely with the user's preference for darker, more serious themes. Rank 9: Movie 2949 - Reason: The action and adventure elements may not fully capture the user's interest, given their inclination towards more complex and character-driven plots. Rank 10: Movie 301 - Reason: The historical drama aspect might not appeal to the user as much, given their preference for genres with more thrilling or fantastical elements.

Rank 1: Movie 3175 - Reason: This movie combines comedy and science fiction elements, aligning with the user's enjoyment of clever humor and imaginative storytelling as seen in their history. Rank 2: Movie 632 - Reason: The historical and dramatic themes resonate with the user's appreciation for complex narratives that explore human experiences and moral dilemmas. Rank 3: Movie 2204 - Reason: The thriller aspect and the theme of injustice connect with the user's interest in suspenseful and thought-provoking stories. Rank 4: Movie 3819 - Reason: This comedy's unique premise and character-driven story appeal to the user's taste for humor and quirky narratives. Rank 5: Movie 301 - Reason: The drama and historical context align with the user's preference for emotional storytelling and character development. Rank 6: Movie 1307 - Reason: The romantic and comedic elements resonate with the user's enjoyment of character-driven stories that explore relationships. Rank 7: Movie 2302 - Reason: The blend of comedy and legal drama matches the user's taste for humor intertwined with engaging plots and character dynamics. Rank 8: Movie 3918 - Reason: The horror and thriller elements may not align as closely with the user's preferences, as they seem to favor more light-hearted or thought-provoking narratives. Rank 9: Movie 2949 - Reason: While an iconic action film, its straightforward action may not appeal as much to the user's preference for complex and layered storytelling. Rank 10: Movie 1961 - Reason: The drama's focus on personal relationships may not resonate as strongly with the user's interest in more adventurous or fantastical narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 1188:Strictly Ballroom (Genres: Comedy, Drama, Romance; Language: en; Overview: Scott's career faces risks; can he succeed with new partner?), Movie 1372:Star Trek VI: The Undiscovered Country (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and McCoy imprisoned, Enterprise crew seeks to thwart conspiracy.), Movie 1772:Blues Brothers 2000 (Genres: Music, Action, Comedy, Crime; Language: en; Overview: Elwood reunites band, evades cops, to fund children's hospital.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 2976:Bringing Out the Dead (Genres: Drama; Language: en; Overview: Burnt-out paramedic struggles with guilt and seeks escape from duties.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.) There are 10 Candidates for recommendation: Movie 1067:A Damsel in Distress (Genres: Comedy, Music, Romance; Language: en; Overview: Lady Alyce must marry; staff bets on her choice.),, Movie 1328:The Amityville Curse (Genres: Horror; Language: en; Overview: Five people are haunted by ghosts in an abandoned house.),, Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 2725:Twin Falls Idaho (Genres: Drama, Romance; Language: en; Overview: Siamese twins' lives change with a girl; separation brings challenges.),, Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.),, Movie 2804:A Christmas Story (Genres: Comedy, Family; Language: en; Overview: Young Ralph hilariously struggles to convince others about a B.B. gun.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.),, Movie 239:A Goofy Movie (Genres: Romance, Animation, Family, Comedy, Adventure; Language: en; Overview: Goofy plans fishing trip, complicating Max's date with Roxanne.),, Movie 3838:Phantasm III: Lord of the Dead (Genres: Horror, Action, Science Fiction; Language: en; Overview: Tall Man returns, haunting Mike and Reggie’s dangerous quest.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3264 - Reason: This movie combines action and comedy with a strong female lead, appealing to the user's interest in dynamic characters and humor as seen in their history. Rank 2: Movie 3838 - Reason: The horror and action elements create a thrilling experience that aligns with the user's appreciation for intense narratives, similar to their enjoyment of suspenseful films. Rank 3: Movie 17 - Reason: The romantic drama explores themes of love and societal challenges, resonating with the user's affection for heartfelt stories as demonstrated in their previous choices. Rank 4: Movie 1291 - Reason: The adventure and action-packed quest mirrors the user's interest in exciting narratives, akin to their enjoyment of films like "Star Trek VI." Rank 5: Movie 2725 - Reason: This drama focuses on complex relationships, which aligns with the user's preference for character-driven stories, much like "Forrest Gump." Rank 6: Movie 1067 - Reason: The comedic and romantic elements reflect the user's taste for light-hearted narratives that blend humor with love, similar to "Strictly Ballroom." Rank 7: Movie 239 - Reason: The family-friendly adventure and comedy resonate with the user's enjoyment of animated films, akin to "A Bug's Life." Rank 8: Movie 2804 - Reason: This classic comedy captures the essence of childhood and family dynamics, appealing to the user's preference for nostalgic and humorous stories. Rank 9: Movie 1328 - Reason: The horror theme may not resonate with the user's typical preference for uplifting or romantic narratives, making it less appealing. Rank 10: Movie 2949 - Reason: While an iconic action film, its focus on espionage and serious themes may not align with the user's more light-hearted viewing history.

Rank 1: Movie 2725 - Reason: The emotional depth of the Siamese twins' story resonates with the user's preference for heartfelt narratives, similar to "Forrest Gump." Rank 2: Movie 1067 - Reason: This romantic comedy features a light-hearted premise that aligns with the user's enjoyment of romance and humor, as seen in "Strictly Ballroom" and "Man on the Moon." Rank 3: Movie 3264 - Reason: The blend of action and comedy in a unique setting appeals to the user's taste for adventurous narratives, akin to "X-Men." Rank 4: Movie 2949 - Reason: This classic Bond film combines adventure and action, fitting the user's interest in thrilling and suspenseful stories like "Star Trek VI." Rank 5: Movie 3838 - Reason: The horror and action elements provide a darker twist, which may not align closely with the user's preference for lighter, more uplifting films. Rank 6: Movie 1328 - Reason: The horror theme may not resonate with the user's history of enjoying more comedic and romantic narratives, indicating a potential mismatch. Rank 7: Movie 2804 - Reason: The family-friendly comedy aligns with the user's enjoyment of light-hearted films, similar to "A Bug's Life." Rank 8: Movie 239 - Reason: This animated adventure combines humor and romance, which may appeal to the user's taste for family-oriented and comedic stories. Rank 9: Movie 1291 - Reason: While adventurous, the darker themes of Nazis and danger may not align with the user's preference for more uplifting narratives. Rank 10: Movie 17 - Reason: The historical drama may not engage the user as much, given their preference for more comedic and romantic films in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.), Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.) There are 10 Candidates for recommendation: Movie 2060:BASEketball (Genres: Comedy; Language: en; Overview: Two friends create basketball with baseball rules, facing rival challenges.),, Movie 3658:Quatermass and the Pit (Genres: Horror, Science Fiction; Language: en; Overview: Ancient Martian spaceship found in London has powerful psychic effects.), Movie 197:The Stars Fell on Henrietta (Genres: Drama; Language: en; Overview: Elderly oil man deceives local into risking everything for oil.),, Movie 2162:The Neverending Story II: The Next Chapter (Genres: Drama, Family, Fantasy, Adventure; Language: en; Overview: Bastian returns to Fantasia to combat sorceress Xayide's destruction.),, Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.),, Movie 1799:Suicide Kings (Genres: Action, Comedy, Crime, Drama, Thriller; Language: en; Overview: Walken captivates as a mobster in a dark comedic abduction.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 3523:Taffin (Genres: Action, Thriller; Language: en; Overview: A lone hero battles a corrupt syndicate terrorizing a town.),, Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1220 - Reason: This movie combines music, comedy, and action, which aligns with the user's enjoyment of dynamic storytelling and character-driven narratives seen in their history. Rank 2: Movie 2060 - Reason: The comedic premise of creating a new sport resonates with the user's appreciation for inventive and humorous storytelling. Rank 3: Movie 2162 - Reason: The fantasy adventure and family themes echo the user's interest in imaginative narratives, similar to those in "Back to the Future." Rank 4: Movie 2949 - Reason: This action-packed adventure features espionage and intrigue, appealing to the user's taste for thrilling narratives like "Jurassic Park" and "The Silence of the Lambs." Rank 5: Movie 3523 - Reason: The lone hero battling corruption aligns with the user's preference for strong character arcs and moral dilemmas, reminiscent of "The Shawshank Redemption." Rank 6: Movie 3658 - Reason: The horror and science fiction elements provide a thought-provoking narrative that matches the user's interest in complex stories, similar to "Predator." Rank 7: Movie 197 - Reason: While this drama has depth, it may not resonate as strongly with the user's preference for more action-oriented or thrilling plots. Rank 8: Movie 1961 - Reason: This drama focuses on personal relationships, which may not align with the user's preference for more action and adventure-driven narratives. Rank 9: Movie 1799 - Reason: The blend of crime and dark comedy could appeal to the user, but the focus on abduction may not resonate as strongly as their preferred genres. Rank 10: Movie 17 - Reason: The romantic drama may not align with the user's interest in more action-packed or adventurous films, making it less appealing in comparison.

Rank 1: Movie 1220 - Reason: This movie combines music, comedy, and action, appealing to the user's enjoyment of entertaining narratives with a strong character dynamic, similar to the camaraderie seen in "The Shawshank Redemption." Rank 2: Movie 17 - Reason: The emotional depth and family dynamics in this romantic drama resonate with the user's appreciation for character-driven stories, akin to the heartfelt themes in "The Shawshank Redemption." Rank 3: Movie 3658 - Reason: This film's blend of horror and science fiction offers a thought-provoking mystery that aligns with the user's interest in complex narratives, reminiscent of the psychological intensity in "The Silence of the Lambs." Rank 4: Movie 2060 - Reason: The comedic elements and friendship focus in this film mirror the light-hearted moments found in "The Wrong Trousers," appealing to the user's taste for humor and camaraderie. Rank 5: Movie 1799 - Reason: The dark comedy and crime elements in this movie align with the user's interest in thrilling narratives, similar to the tension found in "The Silence of the Lambs." Rank 6: Movie 3523 - Reason: The action and thriller aspects resonate with the user's preference for intense narratives, akin to the high-stakes situations in "Predator." Rank 7: Movie 197 - Reason: This drama's exploration of deception and personal sacrifice may not align strongly with the user's preference for more action-oriented or uplifting narratives, as seen in their history. Rank 8: Movie 2162 - Reason: The family-friendly adventure and fantasy elements may not fully capture the user's interest, as they tend to prefer more serious or complex themes in their movie choices. Rank 9: Movie 1961 - Reason: While this drama has strong character development, its slower pace and focus on personal relationships may not resonate as much with the user's preference for more dynamic and thrilling narratives. Rank 10: Movie 2949 - Reason: Although an iconic Bond film, its action-oriented plot may not align with the user's deeper interest in character-driven stories, as seen in their preference for films like "The Shawshank Redemption."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2376:A View to a Kill (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond investigates microchip theft linked to Max Zorin.), Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.), Movie 2717:Ghostbusters II (Genres: Comedy, Fantasy; Language: en; Overview: Ghostbusters return to help Dana with new ghostly threats.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) There are 10 Candidates for recommendation: Movie 3537:Where the Money is (Genres: Comedy, Crime, Drama; Language: en; Overview: Nurse plans robbery with stroke victim and supportive husband.),, Movie 502:The Next Karate Kid (Genres: Adventure; Language: en; Overview: Mr. Miyagi teaches karate to help troubled teenager Julie heal.),, Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.),, Movie 324:The Sum of Us (Genres: Comedy, Drama, Romance; Language: en; Overview: Father and son bond while navigating love and relationships together.),, Movie 3556:The Virgin Suicides (Genres: Drama, Romance; Language: en; Overview: Male friends obsess over five sheltered sisters from strict parents.), Movie 2450:Howard the Duck (Genres: Comedy, Fantasy, Science Fiction; Language: en; Overview: Scientists accidentally summon aliens; kids help one escape, chaos ensues.),, Movie 2404:Rambo III (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Rambo seeks peace, but must act when Trautman is captured.),, Movie 376:The River Wild (Genres: Action, Adventure, Crime, Thriller; Language: en; Overview: Gail confronts armed killers while rafting on a dangerous river.),, Movie 1867:Tarzan and the Lost City (Genres: Action, Adventure; Language: en; Overview: Tarzan returns to Africa to save his homeland from destruction.),, Movie 380:True Lies (Genres: Action, Thriller; Language: en; Overview: Harry Tasker, a secret agent, reveals his identity to save.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 376 - Reason: This movie features intense action and adventure elements, appealing to the user's taste for thrilling narratives as seen in their history with action-packed films like "Star Trek: First Contact." Rank 2: Movie 2450 - Reason: The quirky comedy and fantasy elements resonate with the user's enjoyment of lighthearted films like "Ghostbusters II," offering a blend of humor and absurdity. Rank 3: Movie 380 - Reason: The action-thriller aspect aligns with the user's preference for gripping stories, similar to their interest in "A View to a Kill" and "The Man with the Golden Gun." Rank 4: Movie 2404 - Reason: The adventure and action themes cater to the user's enjoyment of intense narratives, reflecting their appreciation for films like "Rambo III." Rank 5: Movie 1867 - Reason: This movie's adventure and family themes connect with the user's fondness for animated family films like "The Prince of Egypt." Rank 6: Movie 502 - Reason: The character-driven story about personal growth may appeal to the user's interest in coming-of-age narratives, akin to "Outside Providence." Rank 7: Movie 324 - Reason: The exploration of relationships and family dynamics resonates with the user's enjoyment of romantic comedies, similar to "Groundhog Day." Rank 8: Movie 3537 - Reason: The comedic crime elements may not align strongly with the user's preferences, as they tend to favor more straightforward action or adventure narratives. Rank 9: Movie 3556 - Reason: The film's focus on drama and romance may not captivate the user as much, given their stronger inclination towards action and adventure genres. Rank 10: Movie 3264 - Reason: The blend of horror and comedy might not appeal to the user, who has shown a preference for more traditional action and adventure films.

Rank 1: Movie 2404 - Reason: This action-packed adventure features a strong protagonist overcoming challenges, similar to the heroic journeys seen in the user's favored films like "Toy Story" and "The Godfather." Rank 2: Movie 324 - Reason: The film explores deep family relationships and romance, resonating with the user's appreciation for heartfelt narratives seen in "Groundhog Day" and "The Prince of Egypt." Rank 3: Movie 502 - Reason: This movie features a mentor-student relationship and personal growth, aligning with the user's interest in character development as seen in "Star Trek: First Contact." Rank 4: Movie 1867 - Reason: The adventure and action elements in this film mirror the thrilling escapades found in the user's preferred movies like "A View to a Kill." Rank 5: Movie 3264 - Reason: This film combines action and comedy, appealing to the user's enjoyment of light-hearted yet exciting narratives, similar to "Ghostbusters II." Rank 6: Movie 380 - Reason: The blend of action and thriller elements in this movie aligns with the user's interest in suspenseful stories, as seen in "Moonraker" and "The Man with the Golden Gun." Rank 7: Movie 3537 - Reason: The comedic and crime elements may not resonate as strongly with the user's established preferences for more serious narratives like "The Godfather." Rank 8: Movie 376 - Reason: While this film has action and adventure, the crime aspect may not align as closely with the user's tastes, which favor more character-driven stories. Rank 9: Movie 2450 - Reason: The quirky premise and fantasy elements may not appeal to the user's preference for grounded narratives, as seen in their history of more serious films. Rank 10: Movie 3556 - Reason: The film's focus on drama and a more introspective story may not align with the user's enjoyment of action and adventure, as demonstrated in their previous movie selections.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 420:Beverly Hills Cop III (Genres: Action, Comedy, Crime; Language: en; Overview: Axel Foley and Billy Rosewood investigate a counterfeiting gang.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2080:Lady and the Tramp (Genres: Family, Animation; Language: en; Overview: Lady, a cocker spaniel, adventures with Tramp, a mongrel dog.), Movie 2139:The Secret of NIMH (Genres: Fantasy, Animation, Drama, Family; Language: en; Overview: A mother mouse relocates her family with help from allies.), Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.), Movie 2717:Ghostbusters II (Genres: Comedy, Fantasy; Language: en; Overview: Ghostbusters return to help Dana with new ghostly threats.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2993:Thunderball (Genres: Adventure, Action, Thriller; Language: en; Overview: Criminals demand ransom for nuclear bombs; Bond must intervene.) There are 10 Candidates for recommendation: Movie 2675:Twice Upon a Yesterday (Genres: Comedy, Drama, Romance; Language: en; Overview: Out-of-work actor faces challenges, love, and an emotional journey.),, Movie 1970:A Nightmare on Elm Street 3: Dream Warriors (Genres: Horror, Thriller; Language: en; Overview: Nancy helps teens with dreams as Freddy returns to terrorize.),, Movie 100:City Hall (Genres: Drama, Thriller; Language: en; Overview: Accidental shooting sparks investigation, leading to unexpected consequences.),, Movie 2637:The Mummy's Hand (Genres: Horror; Language: en; Overview: Young archaeologists discover princess Ananka's tomb, facing mummy terror.),, Movie 1050:Looking for Richard (Genres: Documentary; Language: en; Overview: Al Pacino explores Shakespeare's relevance today through "Richard III" analysis.),, Movie 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.),, Movie 1376:Star Trek IV: The Voyage Home (Genres: Science Fiction, Adventure; Language: en; Overview: Kirk and crew face alien threat while returning to Earth.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 3065:Ten Benny (Genres: Drama, Action; Language: en; Overview: Young salesman’s arrogance leads to gambling debts and misery.), Movie 2964:Julien Donkey-Boy (Genres: Comedy, Drama; Language: en; Overview: Schizophrenia's impact on family life is the central theme.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1961 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 2: Movie 100 - Reason: The intricate drama and thriller elements align with the user's appreciation for complex storytelling, similar to their favorites. Rank 3: Movie 1050 - Reason: The exploration of Shakespeare's relevance connects with the user's interest in thought-provoking narratives and character analysis. Rank 4: Movie 1376 - Reason: The adventure and science fiction aspects appeal to the user's enjoyment of action-packed stories with deeper themes. Rank 5: Movie 2964 - Reason: The blend of comedy and drama reflects the user's taste for character-driven stories with emotional depth. Rank 6: Movie 2675 - Reason: The romantic and dramatic elements resonate with the user's preference for heartfelt narratives amidst challenges. Rank 7: Movie 3065 - Reason: The themes of personal struggle and redemption align with the user's interest in character-driven dramas. Rank 8: Movie 2637 - Reason: The horror elements may not align closely with the user's established preferences for more light-hearted or dramatic films. Rank 9: Movie 1286 - Reason: The complex time-travel narrative might not appeal as much to the user, given their focus on more straightforward stories. Rank 10: Movie 1970 - Reason: The horror genre may not resonate with the user's preferences for action, comedy, or family-oriented films.

Rank 1: Movie 3065 - Reason: The film's exploration of personal downfall and redemption resonates with the user's interest in dramatic narratives, similar to "The Godfather" and "Rain Man." Rank 2: Movie 2637 - Reason: The adventure and horror elements in this film align with the user's enjoyment of thrilling and suspenseful stories, as seen in "From Russia with Love." Rank 3: Movie 1050 - Reason: The documentary's focus on Shakespeare's relevance connects with the user's appreciation for intelligent and thought-provoking narratives, akin to "The Godfather." Rank 4: Movie 1961 - Reason: The emotional journey of the characters and the theme of family ties mirror the user's interest in dramatic stories like "The Secret of NIMH." Rank 5: Movie 1376 - Reason: The science fiction and adventure aspects resonate with the user's enjoyment of epic narratives, similar to "Return of the Jedi." Rank 6: Movie 1286 - Reason: The romantic and fantastical elements align with the user's interest in emotional stories, akin to "Lady and the Tramp." Rank 7: Movie 2675 - Reason: The blend of comedy and drama reflects the user's appreciation for character-driven stories, similar to "Ghostbusters II." Rank 8: Movie 100 - Reason: The thriller aspect and investigation theme resonate with the user's interest in crime narratives, akin to "Beverly Hills Cop III." Rank 9: Movie 2964 - Reason: The focus on schizophrenia may not align with the user's preferences for more mainstream and light-hearted narratives, unlike their favored films. Rank 10: Movie 1970 - Reason: The horror and thriller elements may not appeal to the user, who seems to prefer more uplifting and comedic films in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.), Movie 1261:Evil Dead II (Genres: Horror, Comedy, Fantasy; Language: en; Overview: Ash and Linda unleash evil by playing an ancient recording.), Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.), Movie 1997:The Exorcist (Genres: Drama, Horror, Thriller; Language: en; Overview: Regan's possession leads her mother to seek help from Father Karras.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 2080:Lady and the Tramp (Genres: Family, Animation; Language: en; Overview: Lady, a cocker spaniel, adventures with Tramp, a mongrel dog.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.) There are 10 Candidates for recommendation: Movie 776:Babyfever (Genres: ; Language: en; Overview: Gena navigates love, pregnancy, and friendships at a baby shower.),, Movie 624:Condition Red (Genres: Thriller, Action, Drama; Language: en; Overview: Guard falls for inmate; she seeks escape with his help.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 3111:Places in the Heart (Genres: Drama, Family; Language: en; Overview: Widow and family struggle to run cotton farm with friends.),, Movie 3886:Steal This Movie (Genres: Drama; Language: en; Overview: Abbie Hoffman exposes FBI's covert actions against the Left.), Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 199:The Umbrellas of Cherbourg (Genres: Drama, Romance; Language: fr; Overview: Young couple faces love and choices during wartime separation.),, Movie 3714:Clara's Heart (Genres: Drama; Language: en; Overview: Teenager and chambermaid bond, revealing secrets amid personal struggles.),, Movie 3516:Bell, Book and Candle (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Witch enchants neighbor to love her, but falls for him.),, Movie 3242:Santitos (Genres: Drama, Foreign, Romance; Language: en; Overview: Esperanza searches for her daughter, confronting fears and beliefs.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3242 - Reason: The emotional depth and exploration of maternal bonds resonate with the user's interest in character-driven dramas, as seen in their history. Rank 2: Movie 17 - Reason: This film's focus on family dynamics and societal challenges aligns with the user's appreciation for heartfelt narratives found in their preferred movies. Rank 3: Movie 3111 - Reason: The themes of perseverance and community in the face of adversity match the user's taste for family-oriented stories with emotional weight. Rank 4: Movie 3714 - Reason: The personal struggles and intimate relationships depicted in this film appeal to the user's preference for character exploration and drama. Rank 5: Movie 2949 - Reason: This classic action-adventure film features strong characters and thrilling plots, appealing to the user's love for action and excitement. Rank 6: Movie 624 - Reason: The intense emotional stakes and romantic tension in a thriller context align with the user's interest in complex narratives. Rank 7: Movie 3886 - Reason: The political and social themes presented in this drama may not align closely with the user's more action-oriented preferences. Rank 8: Movie 776 - Reason: The light-hearted approach to relationships and pregnancy may not resonate as strongly with the user's typical interest in action and thrillers. Rank 9: Movie 3516 - Reason: The fantasy elements and lighter tone may not appeal to the user's preference for more serious and intense narratives. Rank 10: Movie 199 - Reason: While a classic, the slower-paced romantic drama may not align with the user's inclination towards action and thrillers.

Rank 1: Movie 3714 - Reason: The emotional depth and personal struggles in this drama resonate with the user's appreciation for character-driven narratives, as seen in their history. Rank 2: Movie 624 - Reason: This thriller features a compelling mix of action and drama, appealing to the user's taste for intense, suspenseful stories. Rank 3: Movie 3516 - Reason: The blend of fantasy and romance in this film aligns with the user's interest in unique storytelling, similar to animated features they enjoy. Rank 4: Movie 17 - Reason: The focus on family and societal challenges in this drama mirrors the user's appreciation for heartfelt narratives, as seen in their preferred films. Rank 5: Movie 3111 - Reason: The themes of resilience and family struggles resonate with the user's interest in emotional and dramatic storytelling. Rank 6: Movie 2949 - Reason: This classic action-adventure film combines thrilling elements with a charismatic lead, appealing to the user's love for action-packed narratives. Rank 7: Movie 3242 - Reason: The exploration of maternal themes and personal fears aligns with the user's interest in deep emotional stories, as reflected in their movie choices. Rank 8: Movie 199 - Reason: The romantic elements set against a backdrop of war may not align with the user's preference for more straightforward narratives, making it less appealing. Rank 9: Movie 3886 - Reason: The political themes and historical context may not resonate as strongly with the user's preference for lighter, more entertaining films. Rank 10: Movie 776 - Reason: The focus on personal relationships and light-hearted situations may not align with the user's interest in more intense or action-oriented narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2638:The Mummy's Tomb (Genres: Drama, Fantasy, Horror, Mystery, Thriller; Language: en; Overview: High priest and mummy seek revenge on tomb desecrators in America.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 2989:For Your Eyes Only (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond races to recover a stolen encryption device.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.) There are 10 Candidates for recommendation: Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.),, Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.),, Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.),, Movie 2609:The King of Masks (Genres: Drama; Language: zh; Overview: Aging performer Wang seeks apprentice, mourns lost family and legacy.),, Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 1539:Twin Town (Genres: Comedy, Drama; Language: en; Overview: Lewis Twins terrorize Swansea after father's injury; police struggle.),, Movie 1011:Herbie Rides Again (Genres: Romance, Comedy, Family, Fantasy; Language: en; Overview: Living Volkswagen Beetle aids elderly woman against corrupt developer's plans.),, Movie 1722:Tomorrow Never Dies (Genres: Adventure, Action, Thriller; Language: en; Overview: Media mogul incites conflict; 007 battles to prevent global chaos.),, Movie 3062:The Longest Day (Genres: Action, Drama, History, War; Language: en; Overview: D-Day retold from multiple perspectives: Allies and Germans' experiences.),, Movie 3950:Tigerland (Genres: Drama, War; Language: en; Overview: Recruits undergo Advanced Infantry Training at Fort Polk before Vietnam.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1220 - Reason: This movie combines music and comedy with a strong narrative of friendship, resonating with the user's enjoyment of character-driven stories like Toy Story and Clerks. Rank 2: Movie 3950 - Reason: The intense drama and exploration of personal growth during wartime may appeal to the user's appreciation for deep, character-focused narratives seen in Forrest Gump. Rank 3: Movie 1271 - Reason: This film's blend of drama and comedy, along with its focus on storytelling and relationships, aligns with the user's interest in heartfelt narratives like A Bug's Life and Outside Providence. Rank 4: Movie 3219 - Reason: The thriller aspect of a couple's disrupted dream resonates with the user's interest in tension and conflict present in movies like The Godfather and Lethal Weapon 2. Rank 5: Movie 1539 - Reason: The comedic and dramatic elements, along with the theme of youthful rebellion, connect with the user's enjoyment of character-driven comedies like Clerks and Toy Story. Rank 6: Movie 1722 - Reason: The action and adventure elements, combined with a global stakes narrative, align with the user's interest in thrilling experiences as seen in Lethal Weapon 2 and For Your Eyes Only. Rank 7: Movie 2609 - Reason: This drama's focus on legacy and personal relationships may resonate with the user's appreciation for emotional depth, similar to Forrest Gump. Rank 8: Movie 3062 - Reason: The historical drama and action elements may not resonate as strongly with the user's preference for lighter, more character-focused films like Toy Story and A Bug's Life. Rank 9: Movie 1011 - Reason: The family-friendly fantasy and comedy elements may appeal to the user, but the lack of depth compared to their preferred dramas might lessen their interest. Rank 10: Movie 2949 - Reason: While the action and adventure are engaging, the more serious tone of this Bond film may not align as closely with the user's preference for light-hearted narratives like Toy Story.

Rank 1: Movie 1271 - Reason: This film's blend of drama and comedy, along with its strong character relationships, resonates with the user's appreciation for heartfelt storytelling as seen in "Forrest Gump" and "Toy Story." Rank 2: Movie 1011 - Reason: The family-friendly themes and comedic elements align with the user's enjoyment of animated films like "Toy Story" and "A Bug's Life," making it a fitting choice. Rank 3: Movie 3950 - Reason: The intense drama and war themes reflect the user's interest in character-driven narratives, similar to the emotional depth found in "Forrest Gump." Rank 4: Movie 2949 - Reason: As an early James Bond film, it combines adventure and action, appealing to the user's interest in thrillers like "For Your Eyes Only" and "Lethal Weapon 2." Rank 5: Movie 1722 - Reason: This action-packed Bond film features high-stakes scenarios and thrilling moments, which align with the user's taste for excitement seen in "Lethal Weapon 2." Rank 6: Movie 1539 - Reason: The mix of comedy and drama in this film reflects the user's enjoyment of character-focused stories, akin to "Clerks" and "Forrest Gump." Rank 7: Movie 1220 - Reason: The musical and comedic elements, along with a strong sense of camaraderie, resonate with the user's preference for lighthearted and entertaining films like "Toy Story." Rank 8: Movie 3219 - Reason: The crime thriller aspect may not align closely with the user's preferences for more family-oriented or comedic films, making it less appealing. Rank 9: Movie 3062 - Reason: While the historical drama is compelling, its focus on war might not resonate with the user's preference for lighter, more comedic narratives. Rank 10: Movie 2609 - Reason: The film's cultural and dramatic themes may not align with the user's interests, which lean more towards animation and comedy.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 2139:The Secret of NIMH (Genres: Fantasy, Animation, Drama, Family; Language: en; Overview: A mother mouse relocates her family with help from allies.), Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 2989:For Your Eyes Only (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond races to recover a stolen encryption device.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.), Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.) There are 10 Candidates for recommendation: Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.),, Movie 2792:Airplane II: The Sequel (Genres: Comedy; Language: en; Overview: Faulty shuttle heads for sun; Ted Striker must save it.),, Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),, Movie 1564:Roseanna's Grave (Genres: Comedy, Romance, Drama; Language: en; Overview: Roseanna desires burial beside her daughter, facing cemetery space issues.),, Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.),, Movie 2092:The Return of Jafar (Genres: Family, Adventure, Animation, Romance; Language: en; Overview: Jafar escapes; Aladdin, Jasmine, and Genie must save the kingdom.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 380:True Lies (Genres: Action, Thriller; Language: en; Overview: Harry Tasker, a secret agent, reveals his identity to save.),, Movie 1862:Species II (Genres: Science Fiction, Action, Horror; Language: en; Overview: Commander Ross transforms into an alien, seeking to procreate violently.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1862 - Reason: This movie combines science fiction, action, and horror elements, aligning with the user's interest in thrilling and adventurous narratives as seen in their history. Rank 2: Movie 2092 - Reason: The family adventure and animated elements resonate with the user's enjoyment of animated films like "The Prince of Egypt" and "The Secret of NIMH." Rank 3: Movie 17 - Reason: The drama and romance in this film reflect the user's appreciation for character-driven stories, similar to the emotional depth found in their preferred movies. Rank 4: Movie 2792 - Reason: The comedic premise and absurdity align with the user's taste for light-hearted films, akin to "Ferris Bueller's Day Off." Rank 5: Movie 3264 - Reason: The mix of action and comedy, along with a strong female lead, appeals to the user's interest in adventurous narratives with a humorous twist. Rank 6: Movie 3786 - Reason: The exploration of identity and societal norms in a comedic setting resonates with the user's appreciation for character-focused stories. Rank 7: Movie 1297 - Reason: The balance of comedy and romance in a college setting aligns with the user's enjoyment of light-hearted narratives and youthful experiences. Rank 8: Movie 1564 - Reason: The blend of comedy and drama surrounding personal desires and relationships may not strongly align with the user's primary interests in action and adventure. Rank 9: Movie 3510 - Reason: The crime and thriller elements may be less appealing to the user, as they seem to prefer more straightforward adventure and action narratives. Rank 10: Movie 380 - Reason: While it has action and thriller components, the more serious tone might not resonate as well with the user's preference for lighter, more comedic films.

Rank 1: Movie 17 - Reason: This film's exploration of relationships and societal norms resonates with the user's appreciation for character-driven narratives, similar to their interest in emotional depth in movies like "The Secret of NIMH." Rank 2: Movie 1564 - Reason: The blend of comedy and romance in this story aligns with the user's enjoyment of lighthearted yet meaningful narratives, reminiscent of their liking for "Ferris Bueller's Day Off." Rank 3: Movie 3264 - Reason: The action and humor in this film match the user's taste for adventurous stories, akin to their enjoyment of "Raiders of the Lost Ark." Rank 4: Movie 3786 - Reason: This movie's comedic take on societal expectations mirrors the user's interest in films that challenge norms, similar to "Ferris Bueller's Day Off." Rank 5: Movie 1297 - Reason: The mix of comedy and romance here reflects the user's preference for films that balance humor with emotional stakes, similar to "The Prince of Egypt." Rank 6: Movie 380 - Reason: The action-packed narrative and thrilling elements resonate with the user's enjoyment of intense stories, akin to their interest in "The Matrix." Rank 7: Movie 1862 - Reason: The science fiction and horror aspects may appeal to the user's taste for thrilling narratives, though it leans more towards horror than their usual preferences. Rank 8: Movie 3510 - Reason: The crime and drama elements provide a thought-provoking storyline, but the complexity may not align as closely with the user's typical movie choices. Rank 9: Movie 2792 - Reason: The humor may not resonate with the user as strongly, given their preference for more substantial narratives seen in their history. Rank 10: Movie 2092 - Reason: While entertaining, the family-oriented theme may not align as closely with the user's preference for more action-driven or dramatic stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.), Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 1595:Free Willy 3: The Rescue (Genres: Adventure; Language: en; Overview: Willy reunites with Jesse, facing illegal whalers threatening him.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 881:First Kid (Genres: Comedy, Family; Language: en; Overview: Luke Davenport struggles with loneliness; new agent Sam understands him.),, Movie 147:The Basketball Diaries (Genres: Drama, Crime; Language: en; Overview: Jim Carroll's journey through drug addiction depicted in film adaptation.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 1944:From Here to Eternity (Genres: War, Drama, Romance; Language: en; Overview: Hawaii 1941: Private punished, captain's wife and second fall in love.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 2651:Frankenstein Meets the Wolf Man (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Wolfman seeks cure from Frankenstein; Monster prefers living over dying.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1944 - Reason: This film's dramatic and romantic elements set against a historical backdrop align with the user's appreciation for character-driven stories, as seen in "Terms of Endearment." Rank 2: Movie 2651 - Reason: The blend of horror and science fiction in this film resonates with the user's interest in thrilling narratives, similar to "The Omega Man." Rank 3: Movie 196 - Reason: The science fiction and horror aspects, along with the suspenseful plot, match the user's preference for intense and thought-provoking stories, akin to "The Terminator." Rank 4: Movie 881 - Reason: This family-oriented comedy about loneliness and understanding mirrors the user’s enjoyment of character relationships, as seen in "What About Bob?" Rank 5: Movie 1595 - Reason: The adventure theme and the bond between characters in this film are reminiscent of the user's affinity for heartwarming stories, similar to "Grosse Pointe Blank." Rank 6: Movie 147 - Reason: The exploration of addiction and personal struggle in this drama aligns with the user's interest in deep, character-focused narratives, as seen in "The French Connection." Rank 7: Movie 1196 - Reason: The action and adventure elements combined with a rich narrative resonate with the user's enjoyment of epic science fiction tales, as seen in "Star Trek: First Contact." Rank 8: Movie 858 - Reason: The crime drama's intricate storytelling and character development appeal to the user's taste for complex narratives, similar to "The French Connection." Rank 9: Movie 2657 - Reason: The campy and musical aspects of this film may not align with the user's preference for more serious and thrilling narratives, as seen in their history. Rank 10: Movie 1527 - Reason: While adventurous, the film's fantastical elements may not resonate as strongly with the user's established interest in grounded science fiction stories.

Rank 1: Movie 1595 - Reason: The adventure and emotional connection in this film resonate with the user's appreciation for character-driven stories, similar to their interest in "Grosse Pointe Blank." Rank 2: Movie 1527 - Reason: This movie combines science fiction and action elements, aligning strongly with the user's preference for thrilling narratives like "The Terminator" and "Star Trek: First Contact." Rank 3: Movie 1196 - Reason: The blend of adventure and science fiction, along with themes of heroism, connects well with the user's enjoyment of epic tales seen in "The Omega Man" and "The Terminator." Rank 4: Movie 858 - Reason: The complex family dynamics and crime elements mirror the user's interest in character-driven dramas like "Terms of Endearment" and "The French Connection." Rank 5: Movie 881 - Reason: The comedic and family-oriented themes may appeal to the user, similar to the lightheartedness found in "What About Bob?" Rank 6: Movie 196 - Reason: The combination of science fiction and horror elements aligns with the user's interest in thrilling and suspenseful narratives, akin to "Heavy Metal" and "The Omega Man." Rank 7: Movie 2651 - Reason: The fantasy and horror elements may not strongly resonate with the user, as their history leans more towards action and drama. Rank 8: Movie 147 - Reason: The dark themes of addiction may not align with the user's preference for lighter narratives, as seen in their enjoyment of comedies and thrillers. Rank 9: Movie 1944 - Reason: While it has strong dramatic elements, the war setting may not appeal as much to the user compared to their preference for action and science fiction. Rank 10: Movie 2657 - Reason: The musical and horror aspects might not resonate with the user, who tends to favor more straightforward action and drama films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 1249:La Femme Nikita (Genres: Action, Thriller; Language: fr; Overview: Beautiful felon becomes secret assassin after life sentence for murder.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 2531:Battle for the Planet of the Apes (Genres: Action, Science Fiction; Language: en; Overview: Intelligent apes and humans face conflict in post-apocalyptic finale.),, Movie 3942:Sorority House Massacre II (Genres: Comedy, Horror, Thriller; Language: en; Overview: Five college women buy haunted house, experience terrifying supernatural events.), Movie 661:James and the Giant Peach (Genres: Adventure, Animation, Family; Language: en; Overview: Orphan boy's spilled magic leads to a giant flying peach.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 3091:Kagemusha (Genres: Action, Drama, History, War; Language: ja; Overview: Peasant thief impersonates dead warlord, haunted by spirit and ambitions.),, Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.),, Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),, Movie 999:2 Days in the Valley (Genres: Comedy, Crime; Language: en; Overview: Murder links diverse residents, triggering chaos in a quiet community.),, Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.),, Movie 1727:The Horse Whisperer (Genres: Drama, Romance; Language: en; Overview: Robert Redford directs and stars in healing family drama.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2531 - Reason: This movie combines action and science fiction elements, appealing to the user's interest in thrilling narratives with complex themes, similar to "Twelve Monkeys". Rank 2: Movie 3942 - Reason: The blend of comedy and horror in this film resonates with the user's enjoyment of dark humor and thrilling situations as seen in "From Dusk Till Dawn". Rank 3: Movie 1727 - Reason: The emotional depth and character-driven story align with the user's appreciation for drama and complex relationships, akin to "Strange Days". Rank 4: Movie 3091 - Reason: This film's historical and dramatic elements match the user's taste for intense storytelling found in movies like "La Femme Nikita". Rank 5: Movie 661 - Reason: The whimsical adventure and family-friendly themes connect with the user's enjoyment of imaginative narratives, similar to "Army of Darkness". Rank 6: Movie 999 - Reason: The mix of comedy and crime mirrors the user's affinity for humorous yet thrilling plots as seen in "Get Shorty". Rank 7: Movie 1265 - Reason: The unique concept of reliving the same day resonates with the user's preference for inventive storytelling, akin to "Twelve Monkeys". Rank 8: Movie 2019 - Reason: The action and drama in this classic film align with the user's appreciation for intense narratives, similar to "La Femme Nikita". Rank 9: Movie 2739 - Reason: The heavy themes of abuse and struggle may not resonate as well with the user's preference for lighter, more adventurous stories. Rank 10: Movie 1204 - Reason: The historical drama may lack the thrilling elements the user enjoys, as seen in their preference for more action-oriented films.

Rank 1: Movie 2739 - Reason: The emotional depth and resilience of the protagonist resonate with the user's interest in character-driven narratives, similar to the struggles seen in their watched films. Rank 2: Movie 1204 - Reason: This epic tale of adventure and personal conflict aligns with the user's appreciation for historical dramas with complex characters, as seen in their preferences. Rank 3: Movie 661 - Reason: The whimsical adventure and imaginative storytelling appeal to the user's taste for unique narratives, akin to the fantastical elements in their watched movies. Rank 4: Movie 2531 - Reason: The action-packed conflict and themes of survival in a post-apocalyptic setting connect with the user's enjoyment of thrilling and intense storylines. Rank 5: Movie 3942 - Reason: The blend of comedy and horror offers a light-hearted yet thrilling experience, which aligns with the user's interest in genre-blending films. Rank 6: Movie 1265 - Reason: The exploration of time and personal growth through humor resonates with the user's preference for thought-provoking comedies, as seen in their history. Rank 7: Movie 3091 - Reason: The historical drama and themes of identity and ambition appeal to the user's interest in complex narratives, similar to their watched films. Rank 8: Movie 2019 - Reason: The action and moral dilemmas faced by the samurai align with the user's appreciation for intense, character-driven stories in their movie history. Rank 9: Movie 999 - Reason: The comedic elements may not resonate as strongly with the user, who seems to prefer more serious and complex narratives based on their history. Rank 10: Movie 1727 - Reason: While it features drama and romance, the slower pace and focus on family dynamics may not align with the user's preference for more thrilling and action-oriented films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3700:The Brother from Another Planet (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Alien slave crashes in NYC, pursued by bounty hunters; immigrant parallels.) There are 10 Candidates for recommendation: Movie 3440:Teenage Mutant Ninja Turtles III (Genres: Action, Adventure, Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Turtles travel to ancient Japan, train as samurai, aid village.), Movie 492:Manhattan Murder Mystery (Genres: Comedy, Mystery; Language: en; Overview: Couple suspects foul play after neighbor's wife unexpectedly dies.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 365:Little Buddha (Genres: Drama, History; Language: en; Overview: "Little Buddha" depicts Siddhartha's life, starring Keanu Reeves, directed by Bertolu),, Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.),, Movie 276:Milk Money (Genres: Comedy, Romance; Language: en; Overview: Boys hire prostitute; car breaks down, complicating her love life.),, Movie 2082:The Mighty Ducks (Genres: Comedy, Family; Language: en; Overview: Reckless lawyer coaches kids' hockey, learns to appreciate teamwork.),, Movie 1856:Kurt & Courtney (Genres: Documentary, Music; Language: en; Overview: Documentary explores Kurt Cobain's life and relationship with Courtney Love.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2642 - Reason: This movie blends comedy and action with a superhero theme, appealing to the user's enjoyment of lighthearted yet adventurous narratives like "Toy Story." Rank 2: Movie 2797 - Reason: The fantasy and family elements resonate with the user's preference for heartwarming stories, similar to the emotional journey in "Toy Story." Rank 3: Movie 1265 - Reason: The romantic and comedic aspects, along with the unique time-loop concept, align with the user's interest in thought-provoking narratives like "Twelve Monkeys." Rank 4: Movie 492 - Reason: The mystery and comedic elements offer a light yet engaging story that complements the user's taste for intrigue, reminiscent of "Mighty Aphrodite." Rank 5: Movie 1856 - Reason: This documentary's exploration of a cultural icon aligns with the user's appreciation for complex narratives, similar to the depth found in "Twelve Monkeys." Rank 6: Movie 1286 - Reason: The blend of science fiction and romance echoes the user's interest in time travel and emotional connections, akin to "Twelve Monkeys." Rank 7: Movie 2082 - Reason: The comedic and family-oriented themes resonate with the user's enjoyment of heartwarming stories, similar to "Toy Story." Rank 8: Movie 365 - Reason: The historical drama may not align closely with the user's preference for more fantastical or comedic narratives, as seen in their history. Rank 9: Movie 276 - Reason: The romantic comedy aspects may not appeal as much to the user, who seems to prefer more complex or adventurous plots. Rank 10: Movie 3440 - Reason: The blend of action and comedy may feel less engaging to the user, who seems to favor deeper narratives over straightforward action-comedy.

Rank 1: Movie 3440 - Reason: This movie combines action, adventure, and comedy elements, appealing to the user's enjoyment of family-friendly narratives like "Toy Story." Rank 2: Movie 2797 - Reason: The fantasy and comedy aspects resonate with the user's preference for light-hearted stories, similar to the charm found in "Mighty Aphrodite." Rank 3: Movie 365 - Reason: This film's exploration of historical themes and drama aligns with the user's interest in thought-provoking narratives, akin to "Twelve Monkeys." Rank 4: Movie 492 - Reason: The mystery and comedy blend in this film appeals to the user's enjoyment of intriguing plots, as seen in "Soylent Green." Rank 5: Movie 1265 - Reason: The romantic and comedic elements mirror the user's appreciation for character-driven stories, similar to "Mighty Aphrodite." Rank 6: Movie 1856 - Reason: The documentary format and focus on music may not align with the user's preference for narrative-driven films, making it less appealing. Rank 7: Movie 2082 - Reason: The family-friendly sports theme resonates with the user's enjoyment of light-hearted comedies, similar to "Toy Story." Rank 8: Movie 2642 - Reason: The comedic take on superhero themes may not fully engage the user, who prefers more serious narratives found in films like "Twelve Monkeys." Rank 9: Movie 276 - Reason: The romantic comedy elements may not align with the user's interest in more complex, thrilling narratives as seen in "Twelve Monkeys." Rank 10: Movie 1286 - Reason: The romantic fantasy aspect may not resonate with the user's preference for science fiction and action, as seen in "Escape from New York."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 750:Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (Genres: Drama, Comedy, War; Language: en; Overview: General Ripper's nuclear strike prompts frantic efforts to prevent disaster.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2712:Eyes Wide Shut (Genres: Mystery, Drama; Language: en; Overview: Dr. Bill explores erotic fantasies, joining an overwhelming underground group.), Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.) There are 10 Candidates for recommendation: Movie 3157:Stuart Little (Genres: Animation, Fantasy, Family, Comedy; Language: en; Overview: Stuart Little, a mouse, embarks on adventures seeking his friend.),, Movie 2722:Deep Blue Sea (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Scientists at Aquatica engineer sharks for Alzheimer's cure, with dangers.),, Movie 114:Margaret's Museum (Genres: Drama; Language: en; Overview: Single woman meets charming man; pit tragedy looms over them.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3612:The Slipper and the Rose (Genres: Adventure, Family, Fantasy, Romance; Language: en; Overview: Prince Edward seeks love; Cinderella receives help from her fairy godmother.), Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 1816:Two Girls and a Guy (Genres: Drama, Romance; Language: en; Overview: Two women confront their cheating actor boyfriend over his deceit.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1196 - Reason: This movie combines adventure, action, and science fiction elements, aligning strongly with the user's preference for engaging and imaginative narratives as seen in their history. Rank 2: Movie 3418 - Reason: The themes of friendship and empowerment resonate with the user's appreciation for character-driven stories, similar to the dynamics in "Grosse Pointe Blank." Rank 3: Movie 1816 - Reason: The romantic drama involving confrontation and deceit aligns with the user's interest in complex relationships, as seen in their history. Rank 4: Movie 858 - Reason: This classic crime drama's themes of family loyalty and revenge connect with the user's enjoyment of intense storytelling found in "Army of Darkness." Rank 5: Movie 3612 - Reason: The fairy tale elements and romantic adventure appeal to the user's love for family-friendly narratives, akin to "Toy Story." Rank 6: Movie 196 - Reason: The science fiction and horror blend creates a thrilling atmosphere that aligns with the user's interest in suspenseful and imaginative plots. Rank 7: Movie 3157 - Reason: This animated family film offers light-hearted adventures, which matches the user's enjoyment of family-oriented stories like "Toy Story." Rank 8: Movie 2722 - Reason: The action and thriller aspects may not fully resonate with the user's preference for more character-driven narratives, as seen in their history. Rank 9: Movie 589 - Reason: While this action-packed film is highly regarded, its focus on relentless action may not align with the user's preference for deeper, character-focused stories. Rank 10: Movie 114 - Reason: The more serious and dramatic tone of this film may not appeal to the user's preference for lighter, more comedic narratives as seen in their history.

Rank 1: Movie 196 - Reason: This movie combines science fiction and horror elements, appealing to the user's interest in thrilling and imaginative narratives as seen in "Escape from New York" and "Army of Darkness." Rank 2: Movie 3157 - Reason: The family-friendly adventure and comedic elements resonate with the user's enjoyment of animated films like "Toy Story." Rank 3: Movie 1816 - Reason: The romantic drama explores themes of betrayal and relationship dynamics, similar to the emotional depth found in "Grosse Pointe Blank." Rank 4: Movie 858 - Reason: This classic crime drama features strong character development and a compelling narrative, aligning with the user's appreciation for complex storytelling as seen in "The Killing." Rank 5: Movie 114 - Reason: The emotional and dramatic narrative about personal connections may appeal to the user's interest in character-driven stories, as seen in "Eyes Wide Shut." Rank 6: Movie 3418 - Reason: The themes of friendship and adventure in a dramatic context resonate with the user's enjoyment of character relationships in films like "Army of Darkness." Rank 7: Movie 2722 - Reason: The mix of action and science fiction with a thrilling premise aligns with the user's interest in intense narratives, similar to "Terminator 2." Rank 8: Movie 1196 - Reason: The iconic adventure and action elements, along with character growth, appeal to the user's appreciation for epic storytelling seen in "Star Trek: First Contact." Rank 9: Movie 3612 - Reason: The fairy tale romance may not resonate as strongly with the user, given their preference for more complex and mature themes in their movie history. Rank 10: Movie 589 - Reason: While an action-packed thriller, the focus on a singular narrative may not align with the user's interest in more multifaceted stories as seen in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1306:Until the End of the World (Genres: Thriller, Drama, Science Fiction, Action; Language: de; Overview: Modern odyssey restores sight between father and son through technology.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.) There are 10 Candidates for recommendation: Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 2410:Rocky III (Genres: Drama; Language: en; Overview: Rocky Balboa faces challenges from Clubber Lang, trains with Apollo.),, Movie 3375:Destination Moon (Genres: Science Fiction; Language: en; Overview: Manned moon trip funded by private backers faces in-flight challenges.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 2476:Heartbreak Ridge (Genres: Action, Comedy, Drama, War; Language: en; Overview: Marine sergeant faces challenges from superiors, ex-wife, and spoiled platoon.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 2537:Beyond the Poseidon Adventure (Genres: Action, Adventure, Drama; Language: en; Overview: Salvage teams compete for treasure on capsized ship post-disaster.),, Movie 2778:Never Talk to Strangers (Genres: Thriller, Romance; Language: en; Overview: Police psychologist Sarah falls for mysterious Tony, altering her personality.),, Movie 409:Above the Rim (Genres: Crime, Drama; Language: en; Overview: High school basketball star navigates relationships with two troubled brothers.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1265 - Reason: This movie's blend of romance, fantasy, and comedy resonates with the user's enjoyment of character-driven stories like "Clueless." Rank 2: Movie 3375 - Reason: The science fiction theme and exploration of human challenges align with the user's interest in thought-provoking narratives as seen in "Strange Days." Rank 3: Movie 2537 - Reason: The adventure and drama elements in a post-disaster setting appeal to the user's taste for intense and action-packed stories like "Menace II Society." Rank 4: Movie 1527 - Reason: The combination of action and science fiction with a strong narrative about saving humanity connects with the user's appreciation for thrilling plots like "Mission: Impossible." Rank 5: Movie 2476 - Reason: This film's mix of action, comedy, and drama reflects the user's interest in character struggles and personal growth seen in "Clueless" and "Menace II Society." Rank 6: Movie 2778 - Reason: The psychological thriller aspect and romantic tension align with the user's preference for complex relationships as seen in "Strange Days." Rank 7: Movie 2657 - Reason: The unique blend of comedy, horror, and musical elements offers a quirky experience that might appeal to the user's enjoyment of diverse genres. Rank 8: Movie 409 - Reason: The crime and drama elements in a sports setting may not resonate as strongly with the user's preference for more fantastical or romantic narratives. Rank 9: Movie 1196 - Reason: While it has adventure and action, the epic space battles may not align with the user's preference for more grounded, character-focused stories. Rank 10: Movie 2410 - Reason: This film's focus on boxing drama might not engage the user as much, given their stronger inclination towards romance and science fiction themes.

Rank 1: Movie 1265 - Reason: This movie combines romance, fantasy, and comedy elements, aligning strongly with the user's preference for light-hearted yet meaningful stories as seen in "Clueless." Rank 2: Movie 1527 - Reason: The adventurous and fantastical elements resonate with the user's enjoyment of imaginative narratives, similar to "E.T. the Extra-Terrestrial." Rank 3: Movie 409 - Reason: This film's exploration of relationships and personal struggles connects with the user's interest in character-driven dramas like "Menace II Society." Rank 4: Movie 1196 - Reason: The action and adventure themes, along with a strong narrative, align with the user's enjoyment of thrilling stories seen in "Mission: Impossible." Rank 5: Movie 2778 - Reason: The psychological tension and romance echo the user's interest in complex relationships, similar to "Strange Days." Rank 6: Movie 2410 - Reason: The underdog story and dramatic elements align with the user's appreciation for character growth, as seen in "Rocky III." Rank 7: Movie 2657 - Reason: The quirky humor and musical elements provide a unique experience that may appeal to the user's taste for unconventional storytelling, as seen in "Clueless." Rank 8: Movie 2537 - Reason: The action-adventure aspect may not resonate strongly with the user, as they seem to prefer more character-focused narratives. Rank 9: Movie 3375 - Reason: The film's focus on a scientific theme and less character development might not align with the user's preference for emotional and relational depth. Rank 10: Movie 2476 - Reason: The war and action elements may not appeal to the user as much, given their preference for lighter and more romantic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.), Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) There are 10 Candidates for recommendation: Movie 2449:The Garbage Pail Kids Movie (Genres: Adventure, Science Fiction, Comedy; Language: en; Overview: Seven quirky kids made from garbage face conflicts over rules.),, Movie 2371:Fletch (Genres: Comedy, Crime, Mystery; Language: en; Overview: Fletch goes undercover, uncovers drug trade, and a murder plot.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 2545:Relax... It's Just Sex (Genres: Comedy; Language: en; Overview: Bar patrons struggle with acceptance after violent confrontation divides them.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1895:Can't Hardly Wait (Genres: Comedy, Drama, Romance; Language: en; Overview: Graduation party: nerds shine, jocks humiliated, romances blossom.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2371 - Reason: This movie combines comedy and crime elements, aligning with the user's enjoyment of humorous crime stories like "Get Shorty" and "Pulp Fiction." Rank 2: Movie 1196 - Reason: The adventure and science fiction aspects resonate with the user's appreciation for epic narratives, similar to "Star Wars." Rank 3: Movie 2657 - Reason: Its unique blend of comedy and horror aligns with the user's taste for quirky and offbeat narratives, as seen in "The Nightmare Before Christmas." Rank 4: Movie 1265 - Reason: The romantic and comedic elements appeal to the user's interest in character-driven stories, akin to "Mighty Aphrodite." Rank 5: Movie 1527 - Reason: The adventurous and fantastical themes match the user's preference for imaginative storytelling, similar to "Star Wars" and "The Fifth Element." Rank 6: Movie 2545 - Reason: This comedy focuses on social issues and acceptance, which may not resonate as strongly with the user's preference for more plot-driven narratives. Rank 7: Movie 2011 - Reason: The time travel and comedic elements align well with the user’s enjoyment of clever and entertaining plots, as seen in "Austin Powers." Rank 8: Movie 196 - Reason: While it has science fiction and horror elements, the focus on horror may not align with the user’s preference for more comedic or light-hearted narratives. Rank 9: Movie 2449 - Reason: The quirky premise and focus on children may not resonate with the user’s preference for more mature themes and narratives. Rank 10: Movie 1895 - Reason: Although it includes romance and comedy, the high school setting may not align with the user’s interest in more adult-themed stories.

Rank 1: Movie 2371 - Reason: This movie combines comedy and crime elements, aligning with the user's enjoyment of humorous crime narratives as seen in "Get Shorty" and "Pulp Fiction." Rank 2: Movie 1895 - Reason: The high school setting and romantic themes resonate with the user's interest in light-hearted, character-driven stories like "Mighty Aphrodite." Rank 3: Movie 1527 - Reason: This film's blend of adventure and science fiction matches the user's appreciation for imaginative and thrilling narratives, similar to "Star Wars." Rank 4: Movie 2011 - Reason: The time travel and comedic elements reflect the user's taste for fun, adventurous stories, akin to "Austin Powers: International Man of Mystery." Rank 5: Movie 2449 - Reason: While this movie is quirky and comedic, its premise may not align with the user's preference for more coherent narratives, as seen in their history. Rank 6: Movie 1196 - Reason: The action and adventure in this sequel resonate with the user's love for epic storytelling, similar to their enjoyment of "Star Wars." Rank 7: Movie 196 - Reason: The horror and science fiction elements may appeal to the user, but the darker themes might not align with their usual preferences for lighter narratives. Rank 8: Movie 1265 - Reason: The romantic and comedic aspects of this film align with the user's enjoyment of character-driven stories, although the repetitive plot may be less appealing. Rank 9: Movie 2545 - Reason: This film's focus on acceptance and social issues may not resonate as strongly with the user, who tends to prefer more straightforward comedies. Rank 10: Movie 2657 - Reason: The musical and horror elements may not align with the user's typical preferences for crime and action narratives, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.) There are 10 Candidates for recommendation: Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1998:Exorcist II: The Heretic (Genres: Horror, Thriller, Fantasy; Language: en; Overview: Regan's nightmares return; can experts liberate her from possession?),, Movie 1522:Ripe (Genres: Drama; Language: en; Overview: Twins escape abuse, find conflict and love on journey.),, Movie 1591:Spawn (Genres: Action, Adventure, Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Murdered agent resurrected; leads Hell's Army to destroy humanity.),, Movie 775:Spirits of the Dead (Genres: Drama, Mystery, Horror; Language: fr; Overview: Three directors adapt Poe stories: fame, love, and duality explored.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1265 - Reason: The romantic and comedic elements resonate with the user's enjoyment of light-hearted narratives, similar to "Clueless." Rank 2: Movie 858 - Reason: The intricate family dynamics and crime themes align with the user's interest in dramatic and intense stories, as seen in "Grosse Pointe Blank." Rank 3: Movie 775 - Reason: The mystery and drama elements appeal to the user's preference for thought-provoking narratives, akin to "Escape from New York." Rank 4: Movie 1998 - Reason: The horror and psychological themes may not align with the user's typical preferences for lighter genres like comedy and romance. Rank 5: Movie 2011 - Reason: The time travel aspect combined with adventure and comedy mirrors the user's interest in imaginative storytelling, similar to "Star Wars." Rank 6: Movie 2657 - Reason: The unique blend of comedy and horror may not resonate as strongly with the user's preference for more straightforward narratives. Rank 7: Movie 1573 - Reason: The action and thriller elements cater to the user's enjoyment of intense, fast-paced stories, like "The Terminator." Rank 8: Movie 1591 - Reason: The dark fantasy and horror themes might not align with the user's typical preferences for lighter and more comedic films. Rank 9: Movie 1522 - Reason: The drama-focused narrative may not appeal as much to the user, who tends to prefer genres with more action or humor. Rank 10: Movie 589 - Reason: While it has action and science fiction elements, the darker tone may not match the user's preference for more uplifting and comedic films.

Rank 1: Movie 2657 - Reason: This movie's blend of comedy and science fiction aligns with the user's enjoyment of quirky narratives, similar to "Clueless" and "A Grand Day Out." Rank 2: Movie 1522 - Reason: The emotional journey of twins escaping abuse resonates with the user's appreciation for character-driven stories, akin to the personal growth themes in "Clueless." Rank 3: Movie 858 - Reason: The intricate family dynamics and crime elements in this classic drama connect with the user's interest in complex narratives, as seen in "Grosse Pointe Blank." Rank 4: Movie 1265 - Reason: The romantic and comedic aspects of reliving the same day echo the user's fondness for light-hearted romance, similar to "Clueless." Rank 5: Movie 589 - Reason: This action-packed sequel combines thrilling elements with a strong narrative, appealing to the user's preference for science fiction and action, as seen in "The Terminator." Rank 6: Movie 775 - Reason: The mystery and dramatic storytelling in this film may not align perfectly with the user's lighter preferences, but it offers depth similar to "Escape from New York." Rank 7: Movie 1998 - Reason: The horror and thriller elements may not resonate with the user's typical choices, which lean more towards comedy and adventure. Rank 8: Movie 2011 - Reason: The time travel aspect and comedic elements may appeal to the user, but the family focus might not align as closely with their preferences. Rank 9: Movie 1573 - Reason: The intense action and crime themes might be too dark for the user's typical tastes, which lean more towards lighter narratives. Rank 10: Movie 1591 - Reason: The horror and fantasy elements may not resonate with the user's preference for comedy and romance, making this a less favorable choice.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1306:Until the End of the World (Genres: Thriller, Drama, Science Fiction, Action; Language: de; Overview: Modern odyssey restores sight between father and son through technology.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 2452:The Gate II: Trespassers (Genres: Horror; Language: en; Overview: Terry practices rituals, unleashing demons from Glen's old house.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 3026:Slaughterhouse (Genres: Horror; Language: fr; Overview: Slaughterhouse owner orders son to kill potential property buyers.), Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 991:Michael Collins (Genres: Drama, Thriller; Language: en; Overview: Michael Collins helped establish Irish Free State, facing subsequent vilification.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 245:The Glass Shield (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Rookie officer J.J. faces racial tensions and police corruption challenges.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 991 - Reason: This movie explores complex themes of identity and political struggle, resonating with the user's interest in thought-provoking narratives as seen in films like "Pulp Fiction" and "Being John Malkovich." Rank 2: Movie 196 - Reason: The blend of science fiction and horror in this film aligns with the user's appreciation for thrilling narratives, similar to "Alien: Resurrection." Rank 3: Movie 2011 - Reason: The time travel adventure and comedic elements match the user's enjoyment of lighthearted yet imaginative stories, akin to "Clueless" and "Big Trouble in Little China." Rank 4: Movie 589 - Reason: This action-packed thriller combines elements of science fiction and suspense, appealing to the user's taste for intense and engaging plots found in "Escape from New York." Rank 5: Movie 902 - Reason: The romantic storyline and character-driven drama reflect the user's affinity for love stories, reminiscent of "Clueless" and "Breakfast at Tiffany's." Rank 6: Movie 1573 - Reason: The high-stakes action and psychological tension resonate with the user's interest in thrilling narratives, similar to "Pulp Fiction" and "Face/Off." Rank 7: Movie 2452 - Reason: This horror film may not align with the user's preferences, as they seem to favor more lighthearted or complex narratives rather than straightforward horror. Rank 8: Movie 858 - Reason: While a classic, the crime drama may not fully resonate with the user's lighter comedic and romantic tastes seen in their history. Rank 9: Movie 3026 - Reason: The intense horror elements may not appeal to the user's preference for romantic comedies and character-driven stories. Rank 10: Movie 245 - Reason: The focus on racial tensions and police corruption might be too heavy and serious compared to the user's preference for lighter, more entertaining films.

Rank 1: Movie 1573 - Reason: This movie combines action and thriller elements, aligning with the user's interest in intense, fast-paced narratives as seen in their history. Rank 2: Movie 196 - Reason: The horror and science fiction aspects of this film resonate with the user's enjoyment of thrilling and suspenseful stories. Rank 3: Movie 245 - Reason: This drama tackles themes of corruption and racial tension, appealing to the user's appreciation for thought-provoking narratives. Rank 4: Movie 991 - Reason: The historical drama and thriller elements reflect the user's taste for complex characters and real-life stories, similar to their past preferences. Rank 5: Movie 902 - Reason: This romantic comedy features a love story with complications, mirroring the user's enjoyment of romance and drama in films like "Clueless." Rank 6: Movie 2011 - Reason: The adventure and comedy in this time-travel story align with the user's preference for light-hearted yet engaging narratives. Rank 7: Movie 2452 - Reason: The horror elements may not strongly align with the user's interests, as they seem to prefer more character-driven or comedic narratives. Rank 8: Movie 858 - Reason: While critically acclaimed, the crime drama may not resonate as much with the user's lighter or more comedic preferences. Rank 9: Movie 589 - Reason: The intense action and thriller aspects may not align with the user's preference for more character-focused or comedic films. Rank 10: Movie 3026 - Reason: The horror genre and its graphic content likely do not match the user's interest in more light-hearted or romantic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2054:Honey, I Shrunk the Kids (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Teen siblings shrink to insect size, facing dangers while searching.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) There are 10 Candidates for recommendation: Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3456:The Color of Paradise (Genres: Drama, Family; Language: fa; Overview: Blind boy Mohammed's father struggles with shame, takes him home.), Movie 1894:Six Days Seven Nights (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Pilot and editor crash on island, must escape pirates together.),, Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),, Movie 276:Milk Money (Genres: Comedy, Romance; Language: en; Overview: Boys hire prostitute; car breaks down, complicating her love life.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.),, Movie 2441:The Hi-Lo Country (Genres: Drama, Action, Western, Romance; Language: en; Overview: Friendship between two men in post-WWII American West unfolds.),, Movie 2931:Time of the Gypsies (Genres: Drama, Comedy, Crime, Fantasy; Language: sh; Overview: Young Romany with telekinesis faces danger in petty crime world.),, Movie 3245:I Am Cuba (Genres: Drama; Language: es; Overview: "I Am Cuba explores revolution through dramatic, stylistic storytelling."), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2441 - Reason: This movie explores deep friendships and emotional connections, which resonates with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1894 - Reason: The adventurous spirit and comedic elements align with the user's enjoyment of light-hearted yet thrilling escapades, similar to their interest in "Honey, I Shrunk the Kids." Rank 3: Movie 2931 - Reason: The blend of drama and fantasy, along with a unique protagonist, mirrors the user's taste for unconventional storytelling as seen in "Being John Malkovich." Rank 4: Movie 3114 - Reason: The animated adventure and themes of friendship in "Toy Story 2" connect with the user's fondness for family-oriented films like "E.T. the Extra-Terrestrial." Rank 5: Movie 235 - Reason: The quirky and comedic journey of an unconventional filmmaker aligns with the user's interest in offbeat narratives, similar to "Reservoir Dogs." Rank 6: Movie 1196 - Reason: The epic adventure and complex character arcs in "The Empire Strikes Back" resonate with the user's love for science fiction and thrilling narratives as seen in "Twelve Monkeys." Rank 7: Movie 3245 - Reason: The dramatic storytelling and historical context may not align closely with the user's preference for more fantastical or light-hearted films. Rank 8: Movie 3456 - Reason: The emotional depth and family themes may feel too heavy compared to the user's preference for more adventurous or comedic stories. Rank 9: Movie 1573 - Reason: The intense action and crime elements might not resonate as well with the user's preference for more whimsical or family-friendly narratives. Rank 10: Movie 276 - Reason: The romantic comedy aspects may not align with the user's stronger inclination towards science fiction and adventure genres.

Rank 1: Movie 1573 - Reason: This movie combines action, crime, and science fiction elements, aligning strongly with the user's preference for thrilling narratives as seen in their history. Rank 2: Movie 1894 - Reason: The adventurous spirit and comedic undertones resonate with the user's enjoyment of light-hearted yet exciting stories, similar to their experience with "Honey, I Shrunk the Kids." Rank 3: Movie 3245 - Reason: The dramatic storytelling and exploration of significant themes may appeal to the user's interest in thought-provoking narratives, akin to "Reservoir Dogs." Rank 4: Movie 276 - Reason: This comedy-romance offers a light-hearted and humorous take on relationships, which may attract the user who appreciates family-oriented comedies like "Honey, I Shrunk the Kids." Rank 5: Movie 3456 - Reason: The family drama and emotional depth could resonate with the user's affinity for heartfelt stories, similar to "E.T. the Extra-Terrestrial." Rank 6: Movie 3114 - Reason: The animated adventure and comedic elements align well with the user's enjoyment of family-friendly films, as seen in "The Nightmare Before Christmas." Rank 7: Movie 2441 - Reason: This film's exploration of friendship and complex relationships may appeal to the user's appreciation for character-driven narratives, similar to "Reservoir Dogs." Rank 8: Movie 1196 - Reason: The blend of action, adventure, and science fiction aligns with the user's taste for epic storytelling, reminiscent of their enjoyment of "Star Trek: First Contact." Rank 9: Movie 2931 - Reason: The film's focus on crime and fantasy may not align with the user's preference for more straightforward narratives, as seen in their history. Rank 10: Movie 235 - Reason: The quirky humor and historical context might not resonate with the user's preference for more intense and dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 1395:Tin Men (Genres: Comedy, Drama; Language: en; Overview: Rival salesmen escalate conflict after minor car accident in Baltimore.),, Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.),, Movie 3006:The Insider (Genres: Drama, Thriller; Language: en; Overview: True story of Jeffrey Wigand's exposé on the tobacco industry.), Movie 486:Life With Mikey (Genres: Comedy, Family; Language: en; Overview: Former child star starts agency, seeks talent, faces competition.),, Movie 2827:The Astronaut's Wife (Genres: Drama, Science Fiction, Thriller; Language: en; Overview: Astronaut returns home, but changes raise wife's suspicions about him.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 3003:Train of Life (Genres: Drama, Comedy, War; Language: fr; Overview: Jewish villagers fake deportation train to escape Nazis to Palestine.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 858 - Reason: This movie features intricate crime dynamics and deep character exploration, aligning with the user's appreciation for crime thrillers like Pulp Fiction and The French Connection. Rank 2: Movie 1395 - Reason: The blend of comedy and drama in this film resonates with the user's enjoyment of character-driven narratives, similar to the humor found in What About Bob? Rank 3: Movie 486 - Reason: This family-oriented comedy offers a light-hearted take on competition, which complements the user's interest in comedic elements seen in Dogma and Big Trouble in Little China. Rank 4: Movie 3006 - Reason: The film's focus on a real-life exposé reflects the user's preference for intense, thought-provoking stories, akin to the psychological tension in Soylent Green. Rank 5: Movie 935 - Reason: The musical and comedic aspects of this film align with the user's enjoyment of light-hearted adventures, similar to the fun tone of Big Trouble in Little China. Rank 6: Movie 1527 - Reason: The mix of adventure and science fiction, along with a strong narrative, appeals to the user's taste for thrilling and imaginative stories, as seen in Escape from New York and Predator. Rank 7: Movie 3003 - Reason: The unique blend of comedy and drama set against a historical backdrop aligns with the user's appreciation for narratives that combine humor with deeper themes, similar to Terms of Endearment. Rank 8: Movie 2827 - Reason: This film's psychological thriller elements and drama resonate with the user's interest in complex narratives, akin to Soylent Green and The French Connection. Rank 9: Movie 196 - Reason: The horror elements and focus on alien threats may not align with the user's preferences, which lean more towards crime and drama rather than horror. Rank 10: Movie 1265 - Reason: While it has comedic elements, the romantic fantasy focus may not resonate as strongly with the user's established interests in action and crime narratives.

Rank 1: Movie 2827 - Reason: This movie combines science fiction, thriller, and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 486 - Reason: The light-hearted comedy and family themes provide a refreshing contrast to the user's usual thriller and crime preferences, offering a more uplifting viewing experience. Rank 3: Movie 3006 - Reason: The intense drama and real-life exposé resonate with the user's interest in thrilling narratives that explore moral complexities, similar to "The French Connection." Rank 4: Movie 1527 - Reason: This film's blend of adventure, fantasy, and action aligns with the user's enjoyment of imaginative and thrilling plots as seen in "Escape from New York" and "Predator." Rank 5: Movie 1395 - Reason: The comedic rivalry and character-driven story may not align as closely with the user's preference for more serious and thrilling narratives, making it less appealing. Rank 6: Movie 935 - Reason: The musical and comedic aspects may not resonate with the user's interest in action and thriller genres, potentially making it less engaging for them. Rank 7: Movie 196 - Reason: The horror and science fiction elements cater to the user's taste for thrilling and suspenseful narratives, similar to "Soylent Green" and "Predator." Rank 8: Movie 3003 - Reason: The historical and dramatic themes might not align with the user's preference for more action-oriented or thrilling films, making it a less likely favorite. Rank 9: Movie 1265 - Reason: The romantic and fantasy elements may not strongly connect with the user's established preference for crime and thriller genres, potentially making it less appealing. Rank 10: Movie 858 - Reason: While a classic, its slower-paced drama may not align with the user's preference for more action-packed and thrilling narratives, making it less likely to resonate.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.),, Movie 3452:Romeo Must Die (Genres: Action, Crime, Thriller; Language: en; Overview: Two gangs vie for power in Oakland's docks, leading to betrayal.), Movie 313:The Swan Princess (Genres: Animation; Language: en; Overview: Princess Odette becomes a swan; love's vow breaks the spell.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 1872:Go Now (Genres: Romance, Drama, TV Movie; Language: en; Overview: Scottish soccer player Nick falls in love, battles multiple sclerosis.),, Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.),, Movie 2768:Stiff Upper Lips (Genres: Comedy; Language: en; Overview: Stiff Upper Lips parodies British period films and Edwardian traits.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 291:Poison Ivy II: Lily (Genres: Drama, Romance, Thriller; Language: en; Overview: Art student obsesses over deceased roommate's identity, creating complications.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2303 - Reason: The interconnected stories and exploration of personal struggles in Nashville resonate with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1265 - Reason: Groundhog Day's unique blend of romance, comedy, and fantasy aligns with the user's taste for clever, thought-provoking stories that challenge conventional storytelling. Rank 3: Movie 313 - Reason: The enchanting tale of love and transformation in The Swan Princess appeals to the user's fondness for romantic and fantastical elements, similar to their interest in Mighty Aphrodite. Rank 4: Movie 589 - Reason: Terminator 2 offers a thrilling mix of action and science fiction, which aligns with the user's enjoyment of intense, high-stakes narratives like From Dusk Till Dawn. Rank 5: Movie 3452 - Reason: Romeo Must Die's themes of crime and betrayal in a gritty setting resonate with the user's interest in action-packed stories, similar to their experience with From Dusk Till Dawn. Rank 6: Movie 1872 - Reason: Go Now's poignant exploration of love and struggle against adversity reflects the user's appreciation for emotional depth and romantic drama. Rank 7: Movie 2768 - Reason: Stiff Upper Lips' comedic take on British culture may not strongly align with the user's preferences, as they seem to favor more character-driven or fantastical narratives. Rank 8: Movie 2657 - Reason: The Rocky Horror Picture Show's unconventional style and musical elements may not resonate as much with the user's preference for more straightforward narratives. Rank 9: Movie 470 - Reason: House Party 3's focus on light-hearted comedy and party antics may not align with the user's interest in more complex, character-driven stories. Rank 10: Movie 291 - Reason: Poison Ivy II: Lily's themes of obsession and drama might not appeal to the user, as they seem to prefer more uplifting or adventurous narratives.

Rank 1: Movie 1872 - Reason: This film's romantic and dramatic elements resonate with the user's appreciation for character-driven stories, as seen in their interest in "Mighty Aphrodite." Rank 2: Movie 313 - Reason: The animated fairy tale theme and romantic storyline align with the user's enjoyment of light-hearted narratives, similar to "Being John Malkovich." Rank 3: Movie 2303 - Reason: The interconnected stories and exploration of relationships in a musical setting appeal to the user's taste for complex narratives, akin to "Frequency." Rank 4: Movie 2657 - Reason: The blend of comedy, horror, and musical elements in this cult classic aligns with the user's interest in unique storytelling as seen in "Army of Darkness." Rank 5: Movie 291 - Reason: The romantic thriller aspect of this film matches the user's interest in dramatic narratives, similar to "Rosemary's Baby." Rank 6: Movie 2768 - Reason: The comedic parody of British culture aligns with the user's enjoyment of humor, as demonstrated in "What About Bob?" Rank 7: Movie 589 - Reason: This action-packed thriller with science fiction elements aligns with the user's preference for intense narratives, similar to "From Dusk Till Dawn." Rank 8: Movie 3452 - Reason: The action and crime elements resonate with the user's interest in thrilling plots, akin to "From Russia with Love." Rank 9: Movie 1265 - Reason: While it has romantic and comedic elements, its repetitive narrative may not fully engage the user as much as their preferred complex stories. Rank 10: Movie 470 - Reason: The light-hearted comedy may not align with the user's preference for deeper, more complex narratives seen in their movie history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 645:Nelly and Monsieur Arnaud (Genres: Drama, Romance; Language: fr; Overview: Nelly works for Arnaud, faces jealousy over her new romance.),, Movie 280:Murder in the First (Genres: Crime, Drama; Language: en; Overview: Petty criminal's Alcatraz escape leads to madness and murder.),, Movie 2539:Analyze This (Genres: Comedy, Crime; Language: en; Overview: Mafia racketeer seeks therapy for panic attacks; psychiatrist faces challenges.),, Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.),, Movie 3484:The Skulls (Genres: Crime, Drama, Thriller; Language: en; Overview: Luke's excitement for The Skulls fades with unsettling revelations.), Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 774:God's Gift (Genres: Drama; Language: fr; Overview: Peddler finds mute boy; adopts, bonds, reveals tragic history.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 1546:Schizopolis (Genres: Comedy; Language: en; Overview: Fletcher Munson is a passive worker at Eventualism self-help corporation.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 645 - Reason: The emotional depth and romantic tension in this drama resonate with the user's appreciation for character-driven narratives, similar to themes in "Menace II Society." Rank 2: Movie 774 - Reason: The poignant story of bonding and tragedy aligns with the user's interest in dramatic narratives that explore complex human relationships, akin to "The Silence of the Lambs." Rank 3: Movie 1534 - Reason: This film's exploration of love and happiness amidst challenges may appeal to the user's taste for romantic drama, reflecting elements seen in "Rushmore." Rank 4: Movie 2011 - Reason: The time travel adventure and comedic elements align well with the user's enjoyment of imaginative storytelling, reminiscent of "Time Bandits." Rank 5: Movie 3484 - Reason: The crime and thriller aspects may intrigue the user, though the film's focus on unsettling revelations might not fully match their preference for more action-oriented narratives. Rank 6: Movie 2539 - Reason: The blend of comedy and crime offers a lighter take on serious themes, which could appeal to the user, though it may not be as intense as their preferred thrillers. Rank 7: Movie 2797 - Reason: The fantastical premise and coming-of-age elements resonate with the user's enjoyment of family-oriented stories, similar to "A Grand Day Out." Rank 8: Movie 1527 - Reason: The action and science fiction components could attract the user, but the film's quirky style might not align perfectly with their taste for more straightforward narratives. Rank 9: Movie 280 - Reason: The darker themes of madness and crime might not appeal to the user as much, given their preference for more action-driven or character-focused stories. Rank 10: Movie 1546 - Reason: The abstract comedy and unconventional narrative may not resonate with the user, who seems to prefer more structured plots and engaging storylines.

Rank 1: Movie 2539 - Reason: This movie blends comedy and crime elements, appealing to the user's enjoyment of crime narratives as seen in "Menace II Society" and "The Silence of the Lambs." Rank 2: Movie 2797 - Reason: The fantasy and coming-of-age themes resonate with the user's interest in character development and transformation, similar to the journeys in "Run Lola Run" and "Rushmore." Rank 3: Movie 774 - Reason: The dramatic and emotional depth of this film aligns with the user's appreciation for character-driven stories, as evidenced by their liking of "Menace II Society." Rank 4: Movie 1527 - Reason: The adventurous and sci-fi elements in this film cater to the user's taste for imaginative storytelling, akin to "eXistenZ" and "Time Bandits." Rank 5: Movie 3484 - Reason: This crime drama's unsettling revelations may intrigue the user, reflecting their interest in darker narratives like "The Silence of the Lambs." Rank 6: Movie 280 - Reason: The intense psychological drama and crime aspects resonate with the user's preference for thrilling narratives, similar to "Die Hard." Rank 7: Movie 645 - Reason: The romantic drama may not align closely with the user's primary interests in action and crime, making it a less appealing choice. Rank 8: Movie 2011 - Reason: While it offers adventure and comedy, the time travel aspect may not strongly connect with the user's preference for more serious themes in their watched films. Rank 9: Movie 1546 - Reason: The abstract comedy may not resonate with the user's established preferences for crime and action genres, making it a less favorable option. Rank 10: Movie 1534 - Reason: The romantic drama may not align with the user's interests in more action-oriented or thrilling narratives, resulting in a lower ranking.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1249:La Femme Nikita (Genres: Action, Thriller; Language: fr; Overview: Beautiful felon becomes secret assassin after life sentence for murder.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 3422:She's Gotta Have It (Genres: Comedy, Romance; Language: en; Overview: Nola juggles three relationships, resisting commitment to any man.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 2278:Ronin (Genres: Action, Thriller, Crime, Adventure; Language: en; Overview: Mercenaries tasked with recovering a briefcase sought by criminals.),, Movie 455:Free Willy (Genres: Family, Adventure; Language: en; Overview: Orphan Jesse bonds with whale Willy while facing park owner's greed.),, Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 3402:Turtle Diary (Genres: Romance, Comedy, Drama; Language: en; Overview: Man and woman bond over sea turtles, plan their escape.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3422 - Reason: This movie explores complex relationships and personal growth, aligning with the user's interest in character-driven narratives as seen in their history. Rank 2: Movie 1196 - Reason: The blend of adventure and science fiction with a strong narrative arc resonates with the user's appreciation for thrilling and imaginative stories. Rank 3: Movie 2278 - Reason: The action-packed plot and intricate character dynamics appeal to the user's taste for thrilling and engaging narratives. Rank 4: Movie 232 - Reason: This film's exploration of family and romantic relationships in a culturally rich setting aligns with the user's interest in character-focused dramas. Rank 5: Movie 1527 - Reason: The adventurous and fantastical elements combined with a strong narrative of heroism match the user's preference for engaging science fiction stories. Rank 6: Movie 1270 - Reason: The time travel concept and comedic elements resonate with the user's enjoyment of imaginative and entertaining narratives. Rank 7: Movie 455 - Reason: The heartwarming story of friendship and adventure appeals to the user's interest in family-oriented films with emotional depth. Rank 8: Movie 3402 - Reason: The unique bond formed over a shared interest in nature provides a gentle, romantic narrative that may not align with the user's usual preferences. Rank 9: Movie 858 - Reason: While a classic, the crime drama's slower pace and heavy themes may not resonate as strongly with the user's preference for more dynamic storytelling. Rank 10: Movie 589 - Reason: Despite its action and sci-fi elements, the darker themes and intensity may not align with the user's preference for lighter, more character-driven narratives.

Rank 1: Movie 589 - Reason: This movie combines action, thriller, and science fiction elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3422 - Reason: The romantic and comedic elements resonate with the user's enjoyment of character-driven narratives, similar to the personal stories in their watched films. Rank 3: Movie 3402 - Reason: This film's blend of romance and comedy reflects the user's interest in character relationships and emotional connections, as seen in their history. Rank 4: Movie 858 - Reason: The dramatic and crime elements in this classic film match the user's appreciation for intense narratives and complex character dynamics. Rank 5: Movie 1196 - Reason: This movie's adventurous spirit and science fiction themes align with the user's enjoyment of imaginative storytelling and thrilling plots. Rank 6: Movie 2278 - Reason: The action and thriller aspects, combined with a crime backdrop, cater to the user's preference for suspenseful and engaging narratives. Rank 7: Movie 1270 - Reason: The time travel and comedic elements appeal to the user's interest in unique storytelling and family-oriented adventures. Rank 8: Movie 455 - Reason: The family and adventure themes resonate with the user's appreciation for heartwarming stories, though it may lack the complexity they prefer. Rank 9: Movie 232 - Reason: While it offers comedy and drama, the cultural context may not resonate as strongly with the user's established preferences. Rank 10: Movie 1527 - Reason: Although it has action and science fiction elements, the film's quirky tone may not align with the user's taste for more serious narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2054:Honey, I Shrunk the Kids (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Teen siblings shrink to insect size, facing dangers while searching.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.), Movie 3700:The Brother from Another Planet (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Alien slave crashes in NYC, pursued by bounty hunters; immigrant parallels.) There are 10 Candidates for recommendation: Movie 3789:The Pawnbroker (Genres: Drama; Language: en; Overview: A Jewish pawnbroker loses faith, realizes tragedy too late.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 116:Anne Frank Remembered (Genres: Documentary, Drama, Foreign; Language: en; Overview: Documentary reveals Anne Frank's life using archival material and interviews.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 2354:The Rugrats Movie (Genres: Animation, Family; Language: en; Overview: Tommy struggles with responsibility after his baby brother Dil arrives.),, Movie 722:The Haunted World of Edward D. Wood, Jr. (Genres: Documentary; Language: en; Overview: Documentary profiles Ed Wood's life, films, and his collaborators.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1527 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's preference for thrilling and imaginative narratives as seen in their history. Rank 2: Movie 2797 - Reason: The blend of fantasy and comedy in this film resonates with the user's enjoyment of light-hearted yet meaningful stories, similar to their interest in family-oriented films. Rank 3: Movie 1573 - Reason: The intense action and crime themes in this movie match the user's preference for high-stakes thrillers, as evidenced by their history with films like "Reservoir Dogs." Rank 4: Movie 196 - Reason: This film's horror and science fiction elements appeal to the user's taste for darker, thrilling narratives, akin to their enjoyment of "From Dusk Till Dawn." Rank 5: Movie 722 - Reason: The documentary format may not align closely with the user's typical preference for narrative-driven films, which could make this less appealing to them. Rank 6: Movie 2354 - Reason: The family-friendly animation and comedic elements in this movie resonate with the user's enjoyment of light-hearted adventures, similar to "Honey, I Shrunk the Kids." Rank 7: Movie 3789 - Reason: The serious drama and heavy themes in this film may not align with the user's preference for more action-oriented or comedic narratives. Rank 8: Movie 2011 - Reason: The time travel and adventure aspects of this film align well with the user's interest in imaginative stories, similar to their enjoyment of "A Grand Day Out." Rank 9: Movie 116 - Reason: The documentary style and historical focus may not engage the user as much as their preferred genres of action and adventure. Rank 10: Movie 2355 - Reason: While it has adventure and comedy, the animated nature may not resonate as strongly with the user compared to their preference for more complex narratives.

Rank 1: Movie 116 - Reason: This documentary provides a deep, emotional exploration of a historical figure, reflecting the user's interest in dramatic and impactful narratives as seen in their history. Rank 2: Movie 722 - Reason: The focus on a unique filmmaker's life aligns with the user's appreciation for character-driven stories and the complexities of the creative process. Rank 3: Movie 1573 - Reason: This film combines action and thriller elements with a high-concept premise, resonating with the user's preference for intense and engaging narratives. Rank 4: Movie 1527 - Reason: The adventurous and fantastical elements, along with a strong protagonist, appeal to the user's enjoyment of imaginative storytelling seen in their history. Rank 5: Movie 196 - Reason: The blend of science fiction and horror with a thrilling plot matches the user's taste for suspenseful and genre-blending films. Rank 6: Movie 2355 - Reason: The family-oriented adventure and humor connect with the user's enjoyment of lighthearted, animated stories that appeal to all ages. Rank 7: Movie 3789 - Reason: The dramatic themes of loss and redemption may resonate with the user's appreciation for deep, character-driven narratives, though it may be less action-oriented. Rank 8: Movie 2011 - Reason: The time travel aspect and comedic elements align with the user's interest in adventurous and imaginative stories, although it may not be as intense as their usual choices. Rank 9: Movie 2797 - Reason: While it has fantasy and comedy elements, its slower pacing and focus on personal growth may not align as closely with the user's preference for action and thrillers. Rank 10: Movie 2354 - Reason: This animated film, while family-friendly, may lack the complexity and intensity that the user typically enjoys in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1249:La Femme Nikita (Genres: Action, Thriller; Language: fr; Overview: Beautiful felon becomes secret assassin after life sentence for murder.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 3544:Shakes the Clown (Genres: Action, Comedy; Language: en; Overview: Clown struggles with alcoholism and jealousy over colleague's success.),, Movie 1542:Brassed Off (Genres: Comedy, Romance, Drama; Language: en; Overview: Brass band seeks hope; woman musician inspires them to compete.),, Movie 1887:Almost Heroes (Genres: Action, Adventure, Comedy, Western; Language: en; Overview: Two explorers embark on a doomed 1804 Pacific Northwest expedition.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 205:Unstrung Heroes (Genres: Comedy, Drama, Family; Language: en; Overview: Steven finds happiness with his uncles despite parental pressure.),, Movie 802:Phenomenon (Genres: Drama, Fantasy, Romance, Science Fiction; Language: en; Overview: An ordinary man gains super-intelligence and telekinesis from light.),, Movie 887:Talk of Angels (Genres: Drama, Romance, War; Language: en; Overview: Irish woman escapes marriage, finds love amid Spanish political unrest.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 392:The Secret Adventures of Tom Thumb (Genres: Animation, Science Fiction; Language: en; Overview: Small boy kidnapped by lab seeks to reunite with father.),, Movie 3620:The Myth Of Fingerprints (Genres: Drama, Comedy; Language: en; Overview: Thanksgiving gathering reveals past demons in a dysfunctional New England family.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 887 - Reason: This film's blend of drama and romance set against a war backdrop resonates with the user's appreciation for character-driven narratives, similar to "Terms of Endearment." Rank 2: Movie 1887 - Reason: The adventurous spirit and comedic tone align with the user's enjoyment of light-hearted stories, reminiscent of "Rushmore." Rank 3: Movie 802 - Reason: The themes of extraordinary abilities and personal transformation echo the user's interest in science fiction and drama, akin to "Blade Runner." Rank 4: Movie 1542 - Reason: The combination of music, romance, and the quest for hope parallels the user's affinity for heartwarming stories like "Terms of Endearment." Rank 5: Movie 1527 - Reason: The adventurous and fantastical elements align with the user's taste for imaginative storytelling, similar to "E.T. the Extra-Terrestrial." Rank 6: Movie 3620 - Reason: The exploration of family dynamics and personal struggles resonates with the user's interest in character-focused dramas, akin to "Terms of Endearment." Rank 7: Movie 196 - Reason: The horror and science fiction elements may not align with the user's preferences for more dramatic and thought-provoking narratives. Rank 8: Movie 205 - Reason: The family-oriented comedy may not appeal as much to the user, who seems to prefer more dramatic and intense storylines. Rank 9: Movie 3544 - Reason: The focus on a clown's struggles with alcoholism might not resonate with the user's preference for more uplifting or adventurous themes. Rank 10: Movie 392 - Reason: The animation style and dark themes may not align with the user's preference for live-action dramas and thrillers.

Rank 1: Movie 1527 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's preference for imaginative and thrilling narratives as seen in their history. Rank 2: Movie 1542 - Reason: The blend of comedy and drama, along with themes of hope and inspiration, resonates with the user's enjoyment of character-driven stories like "Terms of Endearment." Rank 3: Movie 3620 - Reason: The exploration of family dynamics and past demons in a comedic yet dramatic setting matches the user's interest in character relationships similar to "Terms of Endearment." Rank 4: Movie 392 - Reason: This animated film's science fiction and adventure elements appeal to the user's taste for imaginative storytelling, akin to "E.T. the Extra-Terrestrial." Rank 5: Movie 205 - Reason: The family-centric narrative combined with comedy and drama aligns with the user's appreciation for heartfelt stories about personal connections, as seen in "Terms of Endearment." Rank 6: Movie 1887 - Reason: The adventurous spirit and comedic undertones reflect the user's interest in light-hearted yet engaging narratives, similar to "Rushmore." Rank 7: Movie 802 - Reason: The themes of extraordinary abilities and personal growth resonate with the user's interest in thought-provoking stories, akin to "Blade Runner." Rank 8: Movie 887 - Reason: The romantic and dramatic elements set against a historical backdrop may not strongly align with the user's preference for more action-oriented or science fiction narratives. Rank 9: Movie 196 - Reason: The horror elements and focus on alien DNA may not appeal to the user, who seems to prefer more character-driven and less frightening narratives. Rank 10: Movie 3544 - Reason: The dark comedy and themes of addiction may not resonate with the user's preference for uplifting or adventurous stories, as seen in their previous movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 406:Federal Hill (Genres: ; Language: en; Overview: Five friends in Federal Hill face crime until love transforms them.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 3197:The Presidio (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Detective Austin reunites with Colonel Caldwell amid murder investigations.),, Movie 893:Mother Night (Genres: Drama, History; Language: en; Overview: WWII spy becomes Nazi propagandist, unable to reveal true identity.),, Movie 3820:Thomas and the Magic Railroad (Genres: Animation, Drama, Family, Science Fiction; Language: en; Overview: Mr. Conductor needs help to replenish magic gold dust urgently.),, Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.),, Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.),, Movie 3913:Barenaked in America (Genres: Documentary; Language: en; Overview: Rockumentary follows Barenaked Ladies during their Stunt Tour adventures.), Movie 249:Immortal Beloved (Genres: Drama, Music, Romance; Language: en; Overview: Beethoven's life, love letter mystery, and relationships explored in film.),, Movie 3732:The Fury (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Agent fights to rescue son kidnapped for his psychic powers.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 406 - Reason: This movie explores themes of friendship and transformation amidst crime, which may resonate with the user's interest in character-driven narratives. Rank 2: Movie 249 - Reason: The exploration of Beethoven's life and romantic relationships aligns with the user's appreciation for complex emotional stories, similar to "Clueless." Rank 3: Movie 3197 - Reason: The combination of action, crime, and mystery elements mirrors the user's taste for thrilling narratives, as seen in "Mission: Impossible." Rank 4: Movie 893 - Reason: The historical drama and moral complexities presented in this film connect with the user's interest in thought-provoking stories like "Twelve Monkeys." Rank 5: Movie 589 - Reason: This action-packed sequel features science fiction and thrilling elements, appealing to the user's enjoyment of intense narratives as in "Star Wars." Rank 6: Movie 1840 - Reason: The father-son dynamic and themes of redemption in this drama may resonate with the user's appreciation for character development and emotional depth. Rank 7: Movie 3732 - Reason: The horror and thriller aspects of this film may not align with the user's preferences for more grounded, character-focused stories. Rank 8: Movie 3913 - Reason: As a documentary, this film may lack the narrative structure and character development that the user typically enjoys in fictional films. Rank 9: Movie 3328 - Reason: The crime and drama elements may not appeal to the user as much, given their preference for more mainstream or adventurous narratives. Rank 10: Movie 3820 - Reason: This animated film may not resonate with the user's taste for complex narratives and may be perceived as too simplistic compared to their preferred genres.

Rank 1: Movie 3820 - Reason: This movie combines elements of animation and family-friendly storytelling, which may appeal to the user's diverse taste in genres. Rank 2: Movie 893 - Reason: The complex themes of identity and morality resonate with the user's interest in thought-provoking narratives, similar to "Twelve Monkeys." Rank 3: Movie 3197 - Reason: This film's mix of action, crime, and mystery aligns with the user's preference for thrilling plots, akin to "Mission: Impossible." Rank 4: Movie 1840 - Reason: The dramatic father-son relationship and themes of redemption may connect with the user's appreciation for character-driven stories, as seen in "Grosse Pointe Blank." Rank 5: Movie 3913 - Reason: The documentary style and behind-the-scenes look at a band might intrigue the user, reflecting their interest in character exploration like in "The Fisher King." Rank 6: Movie 249 - Reason: The exploration of Beethoven's life and romantic relationships could appeal to the user's taste for deep, emotional narratives, similar to "But I'm a Cheerleader." Rank 7: Movie 3328 - Reason: The unique blend of crime and samurai philosophy may attract the user, as they seem to enjoy unconventional storylines like "Run Lola Run." Rank 8: Movie 406 - Reason: This film's focus on friendship and transformation may not strongly resonate with the user's preference for more intense or action-driven narratives. Rank 9: Movie 3732 - Reason: The horror and psychic elements may not align with the user's preference for more grounded science fiction or thriller narratives. Rank 10: Movie 589 - Reason: While it is a classic action film, the user may prefer more character-driven or complex stories rather than straightforward action plots.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1965:Repo Man (Genres: Comedy, Crime, Science Fiction, Thriller; Language: en; Overview: Young punk becomes repo man, faces aliens, CIA, and Chevy.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.) There are 10 Candidates for recommendation: Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.),, Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.),, Movie 517:Rising Sun (Genres: Action, Drama, Thriller; Language: en; Overview: Detectives investigate prostitute's murder, uncovering cultural challenges and cover-up.),, Movie 3661:Puppet Master II (Genres: Horror; Language: en; Overview: Puppets hunt researchers for brain fluid to revive Toulon.), Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 517 - Reason: This movie combines action and drama with a thrilling investigation, appealing to the user's interest in complex narratives like "The Usual Suspects" and "Die Hard." Rank 2: Movie 1923 - Reason: The romantic comedy elements resonate with the user's enjoyment of character-driven stories, similar to the humor found in "Toy Story." Rank 3: Movie 196 - Reason: The science fiction and horror aspects match the user's taste for thrilling and suspenseful plots, akin to "Predator" and "Repo Man." Rank 4: Movie 3097 - Reason: This charming romantic comedy reflects the user's appreciation for character dynamics and humor, paralleling the lightheartedness of "A Grand Day Out." Rank 5: Movie 858 - Reason: As a classic crime drama, it aligns with the user's preference for intense narratives, similar to "Full Metal Jacket" and "The Usual Suspects." Rank 6: Movie 2797 - Reason: This film's blend of fantasy and comedy appeals to the user's enjoyment of family-oriented stories, reminiscent of "Toy Story." Rank 7: Movie 1387 - Reason: The thriller and adventure elements in this horror classic resonate with the user's taste for suspenseful narratives, similar to "Die Hard." Rank 8: Movie 1573 - Reason: The action and crime themes align with the user's interest in intense, thrilling plots, akin to "Predator" and "Frequency." Rank 9: Movie 3661 - Reason: This horror film may not appeal to the user as much due to its focus on gore and less on character development, diverging from their preferred styles. Rank 10: Movie 3152 - Reason: While a respected drama, its slower pace and less action-oriented narrative may not align with the user's preference for more dynamic storytelling.

Rank 1: Movie 1923 - Reason: This romantic comedy features a humorous reunion and competition for love, resonating with the user's interest in character-driven stories like "Toy Story." Rank 2: Movie 1573 - Reason: The action-packed premise and intricate plot involving identity and deception align with the user's preference for thrilling narratives as seen in "Die Hard" and "The Usual Suspects." Rank 3: Movie 3097 - Reason: The romantic and comedic elements of two feuding employees unknowingly falling in love reflect the user's enjoyment of relationship dynamics in films like "Toy Story." Rank 4: Movie 858 - Reason: This classic crime drama's themes of family loyalty and revenge resonate with the user's appreciation for complex storytelling found in "The Usual Suspects" and "Full Metal Jacket." Rank 5: Movie 3152 - Reason: The coming-of-age story set in a small town captures the user's interest in character development and personal growth, similar to themes in "Toy Story." Rank 6: Movie 2797 - Reason: The fantastical premise of a boy becoming an adult overnight combines comedy and family themes, appealing to the user's enjoyment of light-hearted narratives like "A Grand Day Out." Rank 7: Movie 196 - Reason: The science fiction and horror elements of this film introduce a thrilling and suspenseful atmosphere, which might intrigue the user despite a lesser focus on character-driven stories. Rank 8: Movie 517 - Reason: The investigative thriller aspect addresses cultural challenges, which may not align closely with the user's preferences for more straightforward narratives like "Die Hard." Rank 9: Movie 1387 - Reason: While a classic thriller, the horror elements and focus on survival against a shark may not resonate as strongly with the user's preference for character-centric stories. Rank 10: Movie 3661 - Reason: The horror theme and focus on puppets may not appeal to the user, who seems to prefer more grounded narratives and character development in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 674:Barbarella (Genres: Science Fiction; Language: en; Overview: In the future, a woman battles evil while meeting odd characters.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2712:Eyes Wide Shut (Genres: Mystery, Drama; Language: en; Overview: Dr. Bill explores erotic fantasies, joining an overwhelming underground group.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.) There are 10 Candidates for recommendation: Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 2008:This World, Then the Fireworks (Genres: Crime, Drama, Thriller; Language: en; Overview: Reporter uncovers corruption, returns home, seduces cop for money.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.),, Movie 455:Free Willy (Genres: Family, Adventure; Language: en; Overview: Orphan Jesse bonds with whale Willy while facing park owner's greed.),, Movie 1871:A Friend of the Deceased (Genres: Drama, Comedy; Language: en; Overview: Unemployed translator plans own hit, finds love, confronts guilt.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3580:Up at the Villa (Genres: Drama, Romance; Language: en; Overview: Superficial characters transformed by circumstance in pre-WWII Florence drama.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3580 - Reason: The film's exploration of superficial characters and their transformation aligns with the user's interest in complex character dynamics found in their preferred thrillers. Rank 2: Movie 858 - Reason: The intricate crime narrative and strong character development resonate with the user's appreciation for crime dramas like "Pulp Fiction" and "The French Connection." Rank 3: Movie 2657 - Reason: The blend of comedy and science fiction in a bizarre setting appeals to the user's taste for unique storytelling, as seen in "Barbarella" and "Predator." Rank 4: Movie 1265 - Reason: The theme of reliving moments and personal growth connects with the user's enjoyment of thought-provoking narratives, similar to "Run Lola Run." Rank 5: Movie 196 - Reason: The science fiction and horror elements, combined with a thrilling plot, align with the user's interest in films like "eXistenZ" and "Blade Runner." Rank 6: Movie 2008 - Reason: The crime and thriller aspects, along with a focus on uncovering corruption, match the user's preference for intense, dramatic narratives seen in "The French Connection." Rank 7: Movie 455 - Reason: While it features adventure and family themes, the lighter tone may not resonate as strongly with the user's preference for darker, more intense films. Rank 8: Movie 1871 - Reason: The mix of drama and comedy may not align closely with the user's preference for thrillers and action, making it a less appealing choice. Rank 9: Movie 2011 - Reason: The family-friendly adventure may not match the user's taste for more serious and intense narratives found in their watch history. Rank 10: Movie 1196 - Reason: Although it has action and adventure elements, the more fantastical and light-hearted tone might not appeal as much to the user's preference for gritty thrillers.

Rank 1: Movie 455 - Reason: The heartwarming bond between Jesse and Willy offers a feel-good adventure that contrasts with the user's darker thriller preferences, providing a refreshing emotional experience. Rank 2: Movie 1265 - Reason: The clever time-loop concept and comedic elements resonate with the user's interest in unique narratives, similar to the intriguing plots found in their favorite thrillers. Rank 3: Movie 196 - Reason: This film's blend of science fiction and horror, along with its thrilling premise, aligns well with the user's taste for intense, thought-provoking stories. Rank 4: Movie 3580 - Reason: The character transformations in a dramatic setting may appeal to the user's appreciation for complex narratives found in films like "Eyes Wide Shut." Rank 5: Movie 2657 - Reason: The quirky and campy nature of this musical horror film provides a fun diversion, while still engaging the user's love for unique storytelling. Rank 6: Movie 858 - Reason: As a classic crime drama, it shares thematic elements with the user's preference for intense narratives, particularly in the crime genre. Rank 7: Movie 2011 - Reason: The adventurous time travel aspect connects with the user's interest in science fiction, while also incorporating humor and family dynamics. Rank 8: Movie 1871 - Reason: This film's exploration of guilt and personal relationships may not resonate as strongly with the user, given their preference for more action-driven plots. Rank 9: Movie 2008 - Reason: The focus on corruption and seduction may feel less engaging for the user, who typically enjoys more action-oriented thrillers. Rank 10: Movie 1196 - Reason: While a beloved classic, its slower pace and focus on character development may not align with the user's preference for fast-paced, thrilling narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2054:Honey, I Shrunk the Kids (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Teen siblings shrink to insect size, facing dangers while searching.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.) There are 10 Candidates for recommendation: Movie 1226:The Quiet Man (Genres: Comedy, Drama, Romance; Language: en; Overview: Sean returns home, loves Mary Kate, conflicts with her brother.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 2515:Children of the Corn II: The Final Sacrifice (Genres: Horror; Language: en; Overview: Reporter and son uncover murderous cult in Gatlin, Nebraska.),, Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 2174:Beetlejuice (Genres: Fantasy, Comedy; Language: en; Overview: Young couple becomes poltergeists, seek help to scare new owners.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 742:Thinner (Genres: Horror, Thriller; Language: en; Overview: Lawyer cursed by gypsy must seek help to survive.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1573 - Reason: This movie combines action, crime, and science fiction elements, aligning strongly with the user's preference for thrilling and complex narratives as seen in their history. Rank 2: Movie 2797 - Reason: The heartfelt story of a boy wishing to be big resonates with the user's interest in fantasy and comedy, providing a light-hearted yet meaningful experience. Rank 3: Movie 2515 - Reason: The horror elements and cult themes may appeal to the user's taste for thrilling and suspenseful narratives, reflecting their enjoyment of darker stories. Rank 4: Movie 196 - Reason: This film's blend of science fiction and horror aligns with the user's interest in thrilling narratives that explore the unknown and the terrifying. Rank 5: Movie 524 - Reason: The inspirational story of Rudy's determination and dreams connects with the user's appreciation for character-driven dramas, showcasing resilience and ambition. Rank 6: Movie 1265 - Reason: The unique premise of reliving the same day combines romance and comedy, appealing to the user's taste for clever storytelling and character development. Rank 7: Movie 742 - Reason: The horror and thriller aspects of being cursed create a tense atmosphere that may intrigue the user, aligning with their interest in suspenseful narratives. Rank 8: Movie 1226 - Reason: The romantic and comedic elements in a small-town setting resonate with the user's enjoyment of character-driven stories, though it may not be as thrilling as their top preferences. Rank 9: Movie 2174 - Reason: While the fantasy and comedy aspects are engaging, the film's premise may not align as closely with the user's preference for more intense and complex narratives. Rank 10: Movie 1196 - Reason: Although a classic, the adventure and action may not fully resonate with the user's preference for psychological depth and intricate storytelling found in their favored films.

Rank 1: Movie 1196 - Reason: This movie combines adventure, action, and science fiction elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2174 - Reason: The blend of fantasy and comedy in this film resonates with the user's enjoyment of quirky narratives and character-driven stories. Rank 3: Movie 2797 - Reason: The theme of growing up and the blend of fantasy and comedy appeal to the user's interest in light-hearted yet meaningful narratives. Rank 4: Movie 2515 - Reason: The horror elements and investigative storyline may attract the user, given their interest in thrillers that explore dark themes. Rank 5: Movie 524 - Reason: The underdog story and inspirational themes align with the user's appreciation for character-driven dramas. Rank 6: Movie 196 - Reason: The combination of science fiction and horror elements may intrigue the user, reflecting their interest in thrilling and suspenseful narratives. Rank 7: Movie 1226 - Reason: The romantic storyline set against a backdrop of comedy and drama echoes the user's enjoyment of character relationships in their movie history. Rank 8: Movie 1573 - Reason: The action and crime elements, along with the psychological thriller aspect, align with the user's preference for intense and gripping narratives. Rank 9: Movie 742 - Reason: The horror elements may not resonate as strongly with the user, given their preference for more complex and thought-provoking stories. Rank 10: Movie 1265 - Reason: While the film is a beloved classic, its focus on romance and comedy may not align as closely with the user's interest in thrillers and darker themes.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 3700:The Brother from Another Planet (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Alien slave crashes in NYC, pursued by bounty hunters; immigrant parallels.) There are 10 Candidates for recommendation: Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 2769:The Yards (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Leo returns to Queens, facing corruption and contract rivalries.),, Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 3534:28 Days (Genres: Comedy, Drama; Language: en; Overview: Drunk driving leads Gwen to reluctant rehab instead of prison.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 3377:Hangmen Also Die! (Genres: Drama, History, Thriller, War; Language: en; Overview: Czech surgeon assassins Heydrich; aided by professor and daughter.),, Movie 1154:T-Men (Genres: Thriller, Crime; Language: en; Overview: Two agents go undercover to dismantle a currency counterfeiting ring.),, Movie 227:Drop Zone (Genres: Action, Adventure, Thriller; Language: en; Overview: Skydiving criminals steal files; federal marshal seeks vengeance through training.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2769 - Reason: This movie features a gritty exploration of crime and corruption, aligning with the user's interest in crime thrillers like "Get Shorty" and "Full Metal Jacket." Rank 2: Movie 3534 - Reason: The blend of comedy and drama in a rehab setting resonates with the user's appreciation for character-driven stories, similar to "Terms of Endearment." Rank 3: Movie 2797 - Reason: The whimsical concept of a boy becoming an adult overnight combines fantasy and comedy, appealing to the user's enjoyment of light-hearted narratives like "Austin Powers: International Man of Mystery." Rank 4: Movie 3377 - Reason: This historical thriller's focus on resistance against oppression aligns with the user's interest in dramatic and thought-provoking stories, akin to "Full Metal Jacket." Rank 5: Movie 1154 - Reason: The undercover crime investigation mirrors the user's taste for thrillers, as seen in "Get Shorty" and "From Russia with Love." Rank 6: Movie 2011 - Reason: The time travel adventure and comedic elements resonate with the user's enjoyment of science fiction and family themes, similar to "Back to the Future." Rank 7: Movie 3152 - Reason: This coming-of-age drama set in a small town reflects the user's interest in character development and emotional storytelling, akin to "Terms of Endearment." Rank 8: Movie 1527 - Reason: The action-packed adventure with a science fiction twist aligns with the user's appreciation for imaginative narratives, similar to "Blade Runner." Rank 9: Movie 589 - Reason: While it features action and science fiction, the darker themes may not resonate as strongly with the user's preference for lighter narratives like "E.T." Rank 10: Movie 227 - Reason: The focus on skydiving and action may appeal less to the user, given their stronger inclination towards character-driven dramas and comedies.

Rank 1: Movie 2011 - Reason: This movie combines adventure and science fiction with a comedic twist, appealing to the user's enjoyment of lighthearted yet imaginative narratives like "Back to the Future" and "Austin Powers." Rank 2: Movie 3534 - Reason: The blend of comedy and drama in this film resonates with the user's appreciation for character-driven stories, similar to "Terms of Endearment" and "Get Shorty." Rank 3: Movie 589 - Reason: This action-packed thriller incorporates science fiction elements, aligning with the user's taste for intense, thought-provoking narratives as seen in "Blade Runner" and "Terminator." Rank 4: Movie 3152 - Reason: The coming-of-age drama set in a small town captures the user's interest in character development and emotional storytelling, akin to "Terms of Endearment." Rank 5: Movie 227 - Reason: This thrilling action-adventure film features a strong protagonist seeking justice, reflecting the user's enjoyment of crime and action narratives like "From Russia with Love." Rank 6: Movie 1154 - Reason: The crime thriller aspect of undercover agents dismantling a counterfeiting ring aligns with the user's interest in complex crime stories as seen in "Get Shorty." Rank 7: Movie 2769 - Reason: This gritty drama about corruption and crime resonates with the user's preference for intense narratives, similar to "Full Metal Jacket" and "Blade Runner." Rank 8: Movie 1527 - Reason: The adventurous and fantastical elements combined with action appeal to the user's taste for imaginative storytelling, much like "Star Wars" and "Austin Powers." Rank 9: Movie 3377 - Reason: The historical and war themes may not align with the user's primary interests in more contemporary or fantastical narratives, making it less appealing compared to their favorites. Rank 10: Movie 2797 - Reason: While charming, the romantic comedy aspect may not resonate as strongly with the user's preference for more action-oriented or sci-fi narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.) There are 10 Candidates for recommendation: Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 1473:Best Men (Genres: Comedy, Romance; Language: en; Overview: Four men visit a friend, but encounter a bank robbery.),, Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 18:Four Rooms (Genres: Crime, Comedy; Language: en; Overview: Ted's first night as a bellhop brings outrageous, unexpected events.),, Movie 1422:Murder at 1600 (Genres: Action, Drama, Mystery, Thriller, Crime; Language: en; Overview: Detective investigates secretary's murder amidst international crisis, uncovering conspiracy.),, Movie 383:Wyatt Earp (Genres: Drama, Action, Western; Language: en; Overview: Wyatt Earp's life story features iconic heroes, family, and adventure.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 1472:City of Industry (Genres: Crime, Thriller, Drama; Language: en; Overview: Retired thief seeks revenge on brother's murderer while evading capture.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1573 - Reason: This movie combines action, crime, and science fiction elements, aligning strongly with the user's preference for thrilling narratives as seen in their history. Rank 2: Movie 3186 - Reason: The psychological exploration of sanity and madness resonates with the user's interest in complex, character-driven stories. Rank 3: Movie 383 - Reason: The dramatic and adventurous elements in Wyatt Earp's life story appeal to the user's appreciation for character-driven narratives and historical context. Rank 4: Movie 1473 - Reason: The comedic and romantic elements in a group dynamic may connect with the user's enjoyment of character interactions in films like Rushmore. Rank 5: Movie 1472 - Reason: The crime and thriller aspects, along with themes of revenge, align with the user's interest in intense narratives like The French Connection. Rank 6: Movie 858 - Reason: The Godfather's exploration of family and crime resonates with the user's appreciation for deep, dramatic storytelling seen in The Godfather: Part II. Rank 7: Movie 589 - Reason: The action-packed narrative and science fiction elements align with the user's enjoyment of thrilling films like Terminator 2: Judgment Day. Rank 8: Movie 2011 - Reason: The time travel and adventure elements appeal to the user's interest in imaginative storytelling as seen in Back to the Future. Rank 9: Movie 18 - Reason: While it offers comedy, the episodic structure may not resonate as strongly with the user's preference for cohesive narratives. Rank 10: Movie 1422 - Reason: The political intrigue and mystery may not align with the user's established preferences for more character-focused stories.

Rank 1: Movie 3186 - Reason: This movie explores deep psychological themes of sanity and madness, aligning with the user's interest in complex character studies as seen in their history. Rank 2: Movie 18 - Reason: The blend of crime and comedy in this film resonates with the user's enjoyment of humorous narratives intertwined with serious themes, similar to "Rushmore". Rank 3: Movie 589 - Reason: The action-packed narrative and science fiction elements mirror the user's preference for thrilling adventures, as demonstrated by their enjoyment of "Twelve Monkeys" and "Star Wars". Rank 4: Movie 1422 - Reason: The investigation and conspiracy elements in this thriller align with the user's taste for mystery and drama, similar to "The French Connection". Rank 5: Movie 2011 - Reason: The time travel aspect combined with comedy and family themes reflects the user's fondness for light-hearted yet adventurous narratives, akin to "Back to the Future". Rank 6: Movie 1473 - Reason: The comedic and romantic elements in this film appeal to the user's enjoyment of light-hearted stories, similar to "Rushmore" and "The Fisher King". Rank 7: Movie 383 - Reason: The dramatic retelling of Wyatt Earp's life offers a blend of action and historical storytelling that may resonate with the user's interest in character-driven narratives. Rank 8: Movie 858 - Reason: This iconic crime drama features strong family themes and revenge, aligning with the user's appreciation for deep, dramatic narratives like "The Godfather: Part II". Rank 9: Movie 1573 - Reason: While it contains action and thriller elements, the premise of identity theft may not resonate as strongly with the user's preference for more character-focused or thought-provoking stories. Rank 10: Movie 1472 - Reason: The crime thriller aspects may not align well with the user's preference for more complex narratives, as seen in their history of favoring films with deeper psychological or emotional themes.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2054:Honey, I Shrunk the Kids (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Teen siblings shrink to insect size, facing dangers while searching.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 830:The First Wives Club (Genres: Comedy; Language: en; Overview: Three ex-wives plot revenge on their unfaithful husbands financially.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1854:Kissing a Fool (Genres: Comedy, Romance; Language: en; Overview: Max tests love; Jay and Sam unexpectedly fall for each other.),, Movie 1711:Midnight in the Garden of Good and Evil (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Reporter covers millionaire's murder trial, forming an unexpected friendship.),, Movie 3065:Ten Benny (Genres: Drama, Action; Language: en; Overview: Young salesman’s arrogance leads to gambling debts and misery.),, Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.),, Movie 2515:Children of the Corn II: The Final Sacrifice (Genres: Horror; Language: en; Overview: Reporter and son uncover murderous cult in Gatlin, Nebraska.),, Movie 3157:Stuart Little (Genres: Animation, Fantasy, Family, Comedy; Language: en; Overview: Stuart Little, a mouse, embarks on adventures seeking his friend.), Movie 3043:Meatballs 4 (Genres: Comedy; Language: en; Overview: Ricky competes to save his financially troubled water-ski camp.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1711 - Reason: This movie combines crime, drama, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1854 - Reason: The romantic comedy aspect resonates with the user's interest in character-driven narratives and lighthearted relationships. Rank 3: Movie 2797 - Reason: The fantasy and coming-of-age themes connect with the user's enjoyment of imaginative storytelling, as seen in their preference for adventure and family films. Rank 4: Movie 2515 - Reason: The horror elements and investigative plot appeal to the user's taste for thrilling narratives, similar to their interest in intense and suspenseful films. Rank 5: Movie 830 - Reason: The themes of friendship and revenge in a comedic context align with the user's enjoyment of character dynamics and humor in their watched films. Rank 6: Movie 2442 - Reason: The dramatic exploration of a musician's life resonates with the user's appreciation for deep character studies and emotional storytelling. Rank 7: Movie 2011 - Reason: The time travel adventure combines comedy and family elements, appealing to the user's love for imaginative and fun narratives. Rank 8: Movie 3043 - Reason: The lighthearted comedy and family-friendly themes may not strongly resonate with the user, given their preference for more intense genres. Rank 9: Movie 3157 - Reason: The animated and fantasy elements might not align with the user's interest in more serious and dramatic storytelling. Rank 10: Movie 3065 - Reason: The drama and action themes may not appeal to the user as much, given their preference for films that blend genres more creatively.

Rank 1: Movie 3157 - Reason: This animated family adventure offers a light-hearted story that appeals to the user's enjoyment of whimsical narratives, similar to the fun elements found in "Honey, I Shrunk the Kids." Rank 2: Movie 2515 - Reason: The horror elements and cult themes may intrigue the user, reflecting their interest in darker narratives seen in "Full Metal Jacket" and "Alien: Resurrection." Rank 3: Movie 1711 - Reason: This film's blend of crime, drama, and unexpected friendships aligns with the user's appreciation for complex character interactions, reminiscent of "The Fisher King." Rank 4: Movie 3043 - Reason: The comedic competition aspect resonates with the user's enjoyment of lighthearted comedies, similar to "The First Wives Club." Rank 5: Movie 830 - Reason: The themes of friendship and revenge in this comedy may appeal to the user, as they enjoy character-driven narratives like those in "Dogma." Rank 6: Movie 1854 - Reason: The romantic comedy elements and character dynamics reflect the user's interest in relationship-focused stories, akin to "But I'm a Cheerleader." Rank 7: Movie 2797 - Reason: The fantastical premise of growing up overnight resonates with the user's taste for imaginative stories, similar to "Honey, I Shrunk the Kids." Rank 8: Movie 3065 - Reason: The drama and action elements may not fully align with the user's preference for lighter narratives, as seen in their history of comedies and adventures. Rank 9: Movie 2442 - Reason: The music and drama focus may not appeal as much to the user, who prefers more action-oriented or comedic films based on their history. Rank 10: Movie 2011 - Reason: While a beloved classic, its adventure and family themes might not resonate as strongly with the user compared to their preference for darker or more complex narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.) There are 10 Candidates for recommendation: Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 2077:The Journey of Natty Gann (Genres: Adventure; Language: en; Overview: Young girl searches for father during Great Depression, finds companionship.),, Movie 1447:Gridlock'd (Genres: Crime, Drama, Comedy; Language: en; Overview: Spoon and Stretch struggle to quit drugs amid bureaucratic obstacles.),, Movie 3380:Railroaded! (Genres: Drama, Thriller; Language: en; Overview: Mobster frames innocent man; police sergeant investigates girlfriend's brother's case.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 3836:Kelly's Heroes (Genres: Adventure, Comedy, War; Language: en; Overview: AWOL WWII soldiers plan to rob bank behind German lines.), Movie 3387:Who's Harry Crumb? (Genres: Comedy, Crime, Mystery; Language: en; Overview: Bumbling investigator unknowingly hired by kidnapping's mastermind to solve case.),, Movie 1585:Love Serenade (Genres: Comedy, Foreign, Romance; Language: en; Overview: Radio host Ken Sherry causes chaos in rural love triangle.),, Movie 1644:I Know What You Did Last Summer (Genres: Horror, Thriller, Mystery; Language: en; Overview: Four friends cover up a hit-and-run; secrets resurface.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3387 - Reason: This movie combines comedy and mystery elements, appealing to the user's enjoyment of quirky narratives as seen in "The Fisher King." Rank 2: Movie 3380 - Reason: The thriller aspect of this drama resonates with the user's interest in crime and suspenseful stories, similar to "Strange Days." Rank 3: Movie 1585 - Reason: This romantic comedy features a unique love triangle, aligning with the user's appreciation for character-driven narratives like in "L.A. Story." Rank 4: Movie 1196 - Reason: The adventure and action elements, along with the iconic status of this sequel, match the user's love for epic stories like "Star Wars: Episode I." Rank 5: Movie 2011 - Reason: This time travel adventure mixes comedy with science fiction, appealing to the user's interest in imaginative and fun narratives as seen in "Army of Darkness." Rank 6: Movie 2077 - Reason: The adventure of a young girl during the Great Depression resonates with the user's appreciation for heartfelt journeys like "The Fisher King." Rank 7: Movie 3322 - Reason: This action-comedy about redemption aligns with the user's interest in character arcs and humor, reminiscent of "Die Hard." Rank 8: Movie 3836 - Reason: The blend of adventure and war themes in a comedic context may not resonate as strongly with the user, who prefers more serious narratives. Rank 9: Movie 1447 - Reason: The focus on drug struggles in a comedic yet dramatic setting might not align with the user's preference for more thrilling and action-oriented films. Rank 10: Movie 1644 - Reason: The horror and thriller elements may not appeal to the user as much, given their stronger inclination towards action and adventure genres.

Rank 1: Movie 1585 - Reason: This film's comedic exploration of love and relationships aligns with the user's interest in character-driven narratives, as seen in their history with romantic comedies. Rank 2: Movie 2011 - Reason: The time travel element combined with adventure and comedy resonates with the user's appreciation for imaginative storytelling and lighthearted fun. Rank 3: Movie 2077 - Reason: The adventure of a young girl searching for her father during a historical period appeals to the user's taste for heartfelt and character-focused journeys. Rank 4: Movie 3387 - Reason: The blend of comedy and mystery in a bumbling investigator's story aligns with the user's enjoyment of light-hearted crime narratives, as seen in their history. Rank 5: Movie 1196 - Reason: This classic adventure and action film features strong character development and epic storytelling, matching the user's preference for engaging sci-fi narratives. Rank 6: Movie 1644 - Reason: The horror and thriller aspects of this film about secrets and consequences may not resonate as strongly with the user's preference for more nuanced stories. Rank 7: Movie 3322 - Reason: This film's mix of action and comedy offers a light-hearted take on redemption, which may appeal to the user's enjoyment of character-driven narratives. Rank 8: Movie 3836 - Reason: The comedic adventure set in a historical context may not align perfectly with the user's usual preferences for more contemporary or sci-fi themes. Rank 9: Movie 1447 - Reason: The heavy themes of drug addiction and bureaucratic struggles might be too serious compared to the user's preference for more uplifting narratives. Rank 10: Movie 3380 - Reason: The darker themes of mobster intrigue and framing may not resonate with the user's inclination towards more light-hearted or adventurous stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 750:Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (Genres: Drama, Comedy, War; Language: en; Overview: General Ripper's nuclear strike prompts frantic efforts to prevent disaster.), Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1306:Until the End of the World (Genres: Thriller, Drama, Science Fiction, Action; Language: de; Overview: Modern odyssey restores sight between father and son through technology.), Movie 1965:Repo Man (Genres: Comedy, Crime, Science Fiction, Thriller; Language: en; Overview: Young punk becomes repo man, faces aliens, CIA, and Chevy.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.) There are 10 Candidates for recommendation: Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.), Movie 715:The Horseman on the Roof (Genres: War, Adventure, Drama, Romance; Language: en; Overview: A young officer aids a woman in finding her husband.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 1191:Madonna: Truth or Dare (Genres: Documentary, Music; Language: en; Overview: Madonna's 1990 tour documentary showcases her performances and personal moments.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 3045:Peter's Friends (Genres: Comedy, Drama; Language: en; Overview: Friends reunite at Peter's country house; past connections explored.),, Movie 2705:Late August, Early September (Genres: Drama, Foreign; Language: fr; Overview: Film explores friends' journey from youth to maturity and decisions.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1527 - Reason: This movie combines adventure, fantasy, and science fiction elements, aligning strongly with the user's preference for imaginative and action-packed narratives as seen in their history. Rank 2: Movie 2011 - Reason: The time travel theme and comedic elements resonate with the user's interest in clever storytelling and light-hearted adventures. Rank 3: Movie 1196 - Reason: The blend of action and science fiction, along with character development, matches the user's taste for thrilling and engaging narratives. Rank 4: Movie 2705 - Reason: This film's exploration of personal growth and relationships aligns with the user's appreciation for character-driven stories, as seen in their history. Rank 5: Movie 3045 - Reason: The reunion of friends and exploration of past connections reflects the user's interest in character dynamics and emotional storytelling. Rank 6: Movie 715 - Reason: The adventurous and romantic elements combined with a historical backdrop appeal to the user's taste for dramatic narratives with depth. Rank 7: Movie 1265 - Reason: The unique premise of reliving the same day offers a blend of comedy and fantasy that aligns with the user's appreciation for innovative storytelling. Rank 8: Movie 1191 - Reason: This documentary provides an intimate look at a music icon, which may not resonate as strongly with the user's preference for narrative films. Rank 9: Movie 3466 - Reason: While it has fantasy and drama elements, the focus on afterlife themes may not align with the user's typical preferences for action and adventure. Rank 10: Movie 589 - Reason: Although it is a classic action film, the darker themes may not appeal as much to the user’s interest in more lighthearted or imaginative stories.

Rank 1: Movie 1265 - Reason: The film's unique blend of fantasy and comedy, along with its exploration of personal growth, resonates with the user's appreciation for character-driven narratives like in "Menace II Society". Rank 2: Movie 589 - Reason: The action-packed sequences and science fiction elements align with the user's enjoyment of thrilling narratives, as seen in "Mission: Impossible" and "Escape from New York". Rank 3: Movie 1196 - Reason: The adventure and character development in this iconic film reflect the user's interest in complex storytelling, similar to their enjoyment of "Repo Man". Rank 4: Movie 1191 - Reason: This documentary's intimate portrayal of a music icon may appeal to the user's appreciation for character studies, akin to the depth found in "Dr. Strangelove". Rank 5: Movie 2705 - Reason: The exploration of friendships and maturity aligns with the user's interest in character-driven dramas, reminiscent of "A Grand Day Out". Rank 6: Movie 3045 - Reason: The themes of friendship and nostalgia resonate with the user's enjoyment of character dynamics, similar to those in "The Shining". Rank 7: Movie 715 - Reason: The mix of adventure and romance in a historical context may appeal to the user's taste for dramatic narratives, akin to "Until the End of the World". Rank 8: Movie 3466 - Reason: The blend of fantasy and drama with a comedic twist aligns with the user's interest in imaginative storytelling, similar to "Heavy Metal". Rank 9: Movie 2011 - Reason: While entertaining, the family-oriented comedy may not resonate as strongly with the user's preference for darker, more complex themes found in their watched movies. Rank 10: Movie 1527 - Reason: The film's lighter tone and focus on action may not align with the user's preference for more serious and thought-provoking narratives, as seen in "The Shining" and "Menace II Society".

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 674:Barbarella (Genres: Science Fiction; Language: en; Overview: In the future, a woman battles evil while meeting odd characters.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 2712:Eyes Wide Shut (Genres: Mystery, Drama; Language: en; Overview: Dr. Bill explores erotic fantasies, joining an overwhelming underground group.) There are 10 Candidates for recommendation: Movie 2466:Belizaire the Cajun (Genres: Romance, Drama, History; Language: en; Overview: Cajun spokesman Belizaire faces racism, rivalry, and complicated relationships.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 3513:Rules of Engagement (Genres: Action, Adventure, Drama, History, War; Language: en; Overview: War hero on trial for failed rescue; friend defends him.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.),, Movie 2953:Home Alone 2: Lost in New York (Genres: Comedy, Family, Adventure, Crime; Language: en; Overview: Kevin alone in New York foils Wet Bandits' Christmas heist.),, Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.),, Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.),, Movie 3836:Kelly's Heroes (Genres: Adventure, Comedy, War; Language: en; Overview: AWOL WWII soldiers plan to rob bank behind German lines.), Movie 514:The Ref (Genres: Comedy; Language: en; Overview: Cat burglar takes dysfunctional family hostage on Christmas Eve.),, Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 514 - Reason: This movie's blend of comedy and a dysfunctional family dynamic may appeal to the user's interest in character-driven narratives, similar to the complexities found in their watched films. Rank 2: Movie 2657 - Reason: The unique mix of comedy, horror, and science fiction aligns with the user's taste for unconventional storytelling and bizarre characters, reminiscent of their interest in films like "From Dusk Till Dawn." Rank 3: Movie 1589 - Reason: The crime and drama elements, along with the theme of uncovering a conspiracy, resonate with the user's preference for intense, thought-provoking narratives as seen in "Menace II Society." Rank 4: Movie 196 - Reason: This film's science fiction and horror aspects, featuring a deadly creature, appeal to the user's interest in thrilling and suspenseful stories, similar to "Twelve Monkeys." Rank 5: Movie 2953 - Reason: The comedic and adventurous elements of a young protagonist overcoming challenges align with the user's enjoyment of character-driven stories, akin to "A Grand Day Out." Rank 6: Movie 1527 - Reason: The adventure and science fiction blend, along with a strong protagonist, appeals to the user's preference for imaginative and thrilling narratives, similar to "Blade Runner." Rank 7: Movie 2390 - Reason: The film's focus on personal dreams and challenges in a comedic context may resonate with the user's appreciation for character development, similar to "Grosse Pointe Blank." Rank 8: Movie 3513 - Reason: The war and action themes, along with moral dilemmas, may not strongly align with the user's usual preferences for more fantastical or psychological narratives. Rank 9: Movie 2466 - Reason: The historical romance elements may not connect as well with the user's interest in more action-oriented or science fiction narratives. Rank 10: Movie 3836 - Reason: While adventurous, the comedic war theme may not align with the user's preference for more serious or complex storytelling found in their watched films.

Rank 1: Movie 1589 - Reason: This movie combines action and crime elements with a dramatic narrative, aligning with the user's interest in intense, character-driven stories as seen in "Menace II Society." Rank 2: Movie 3836 - Reason: The adventurous and comedic aspects of this film resonate with the user's enjoyment of action and thrillers, similar to the escapades in "From Dusk Till Dawn." Rank 3: Movie 2466 - Reason: This film's exploration of romance and drama in a historical context may appeal to the user's appreciation for complex character relationships, akin to "Grosse Pointe Blank." Rank 4: Movie 196 - Reason: The science fiction and horror elements align with the user's preference for thrilling narratives, reminiscent of "Twelve Monkeys" and "Strange Days." Rank 5: Movie 1527 - Reason: This movie's blend of adventure, action, and science fiction mirrors the user's taste for imaginative storytelling, similar to "Blade Runner." Rank 6: Movie 2953 - Reason: The comedic and family-oriented plot provides a lighter contrast to the user's darker preferences, which may not resonate as strongly with their usual choices. Rank 7: Movie 2390 - Reason: The mix of comedy and drama in this film may appeal to the user's interest in character development, though it might be less intense than their typical selections. Rank 8: Movie 514 - Reason: While this comedy has a unique premise, its situational humor may not align closely with the user's preference for more serious narratives. Rank 9: Movie 2657 - Reason: The musical and campy elements of this film might not resonate with the user's preference for more grounded and dramatic storytelling. Rank 10: Movie 3513 - Reason: The historical war drama may lack the psychological intensity and science fiction elements that the user typically enjoys in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.) There are 10 Candidates for recommendation: Movie 131:Frankie Starlight (Genres: Drama, Romance, War; Language: it; Overview: A boy navigates adventures with his beautiful mother and admirers.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 3306:The Circus (Genres: Comedy, Drama; Language: en; Overview: Tramp Charlie loves circus owner's daughter; drama unfolds, choices made.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 619:Ed (Genres: Comedy, Family; Language: en; Overview: Pitcher Jack Cooper struggles with pressure, finds support from Ed.),, Movie 3299:Hanging Up (Genres: Comedy, Drama; Language: en; Overview: Three sisters navigate complex feelings about their father's impending death.),, Movie 3436:Dying Young (Genres: Drama, Romance; Language: en; Overview: Hilary finds love while nursing a terminally ill patient.), Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.),, Movie 3286:Snow Day (Genres: Comedy, Family; Language: en; Overview: Students hijack a plow to keep their snowed-in school closed.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 196 - Reason: This movie combines science fiction, horror, and action elements, aligning with the user's preference for thrilling and intense narratives as seen in their history with films like "Alien: Resurrection" and "The Shining." Rank 2: Movie 3299 - Reason: The exploration of complex family dynamics and emotional depth resonates with the user's interest in character-driven stories, similar to the emotional themes in "Being John Malkovich." Rank 3: Movie 2657 - Reason: The blend of comedy, horror, and musical elements aligns with the user's appreciation for unique storytelling, as demonstrated by their enjoyment of "The Nightmare Before Christmas." Rank 4: Movie 619 - Reason: This family-friendly comedy offers light-hearted themes and character development, which may appeal to the user’s taste for animated and family-oriented films like "A Grand Day Out." Rank 5: Movie 131 - Reason: The romantic and dramatic elements in a war setting may resonate with the user’s interest in complex emotional narratives, akin to the themes found in "Full Metal Jacket." Rank 6: Movie 3436 - Reason: The romantic drama involving a terminally ill patient presents a poignant exploration of love and loss, which may connect with the user’s appreciation for deep emotional stories. Rank 7: Movie 3306 - Reason: The comedic and dramatic elements in a circus setting provide a whimsical yet heartfelt narrative, which might appeal to the user’s taste for quirky stories like "Groundhog Day." Rank 8: Movie 1265 - Reason: The time-loop concept and character growth in a comedic setting align with the user’s interest in fantasy and romantic themes, as seen in their enjoyment of "Being John Malkovich." Rank 9: Movie 3286 - Reason: While this comedy offers family-friendly fun, it may not resonate as strongly with the user’s preference for more intense or thought-provoking narratives found in their watched films. Rank 10: Movie 589 - Reason: Although this action-packed sequel is highly regarded, its focus on relentless action may not align with the user’s appreciation for deeper character exploration and complex themes.

Rank 1: Movie 3286 - Reason: This movie's lighthearted comedy and family themes align with the user's enjoyment of animated and family-oriented films like "The Nightmare Before Christmas." Rank 2: Movie 3299 - Reason: The blend of comedy and drama in this film resonates with the user's appreciation for character-driven stories, similar to the emotional depth found in "Being John Malkovich." Rank 3: Movie 3436 - Reason: The romantic and dramatic elements in this film connect with the user's interest in complex emotional narratives, akin to the themes explored in "The Shining." Rank 4: Movie 619 - Reason: This family-friendly comedy shares a whimsical tone with "The Nightmare Before Christmas," appealing to the user's taste for lighthearted, feel-good stories. Rank 5: Movie 1265 - Reason: The time-loop concept and romantic undertones align with the user's appreciation for unique storytelling, as seen in "Being John Malkovich." Rank 6: Movie 196 - Reason: This science fiction horror film features thrilling and suspenseful elements that match the user's interest in intense narratives, similar to "Alien: Resurrection." Rank 7: Movie 2657 - Reason: The mix of comedy, horror, and musical elements offers a quirky experience that aligns with the user's enjoyment of imaginative films like "The Nightmare Before Christmas." Rank 8: Movie 589 - Reason: The action and thriller aspects of this film resonate with the user's preference for intense and gripping stories, similar to "Full Metal Jacket." Rank 9: Movie 3306 - Reason: While this film features drama and comedy, its more subdued tone may not align as closely with the user's preference for more dynamic narratives. Rank 10: Movie 131 - Reason: The war and romance themes, while interesting, may not resonate as strongly with the user's established preferences for fantasy and science fiction elements.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.), Movie 674:Barbarella (Genres: Science Fiction; Language: en; Overview: In the future, a woman battles evil while meeting odd characters.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) There are 10 Candidates for recommendation: Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.),, Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 3010:Rosetta (Genres: Drama; Language: fr; Overview: Rosetta, impulsive and desperate, strives to keep her job.),, Movie 3137:The Sea Wolves (Genres: War, Action, Thriller; Language: en; Overview: British officers secretly destroy Nazi radio ships during WWII mission.), Movie 2281:Monument Ave. (Genres: Drama, Thriller, Crime; Language: en; Overview: Bobby, loyal gang member, must keep Teddy's murder a secret.),, Movie 1064:Aladdin and the King of Thieves (Genres: Adventure, Animation, Family; Language: en; Overview: Aladdin and friends confront threats while pursuing the King Of Thieves.),, Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 858 - Reason: The intricate family dynamics and themes of power and revenge align with the user's appreciation for complex narratives seen in films like "Reservoir Dogs." Rank 2: Movie 2011 - Reason: The time travel and comedic elements resonate with the user's enjoyment of adventure and light-hearted storytelling, similar to "Army of Darkness." Rank 3: Movie 1064 - Reason: The adventurous spirit and animated storytelling match the user's interest in family-friendly narratives, akin to "Mighty Aphrodite." Rank 4: Movie 1103 - Reason: The coming-of-age drama and emotional conflicts reflect the user's taste for character-driven stories, similar to "Reservoir Dogs." Rank 5: Movie 2642 - Reason: The blend of comedy and superhero action aligns with the user's enjoyment of fantastical narratives, as seen in "Army of Darkness." Rank 6: Movie 3010 - Reason: The raw, emotional storytelling in a dramatic context may not resonate as strongly with the user's preference for more entertaining films. Rank 7: Movie 1265 - Reason: The unique blend of romance and comedy, along with the fantastical premise, aligns well with the user's enjoyment of light-hearted films like "Mighty Aphrodite." Rank 8: Movie 2281 - Reason: The crime and thriller elements may not appeal as much to the user, who seems to prefer more adventurous or comedic narratives. Rank 9: Movie 3137 - Reason: The war and action themes might not align with the user's preference for lighter, more comedic films, as seen in their history. Rank 10: Movie 1439 - Reason: The focus on political scandal and less engaging comedic elements may not match the user's taste for more fantastical or adventurous stories.

Rank 1: Movie 1439 - Reason: This comedy features a humorous investigation into political scandal, appealing to the user's enjoyment of light-hearted narratives like "Mighty Aphrodite." Rank 2: Movie 2642 - Reason: The blend of comedy and science fiction in this film resonates with the user's interest in fantastical elements, similar to "Army of Darkness." Rank 3: Movie 1103 - Reason: The dramatic themes of teenage conflict and love align with the user's appreciation for character-driven stories, reminiscent of "Reservoir Dogs." Rank 4: Movie 1265 - Reason: The romantic and comedic elements of reliving a day connect with the user's taste for unique storytelling, as seen in "Mighty Aphrodite." Rank 5: Movie 2281 - Reason: This crime drama's tension and moral dilemmas align with the user's interest in complex narratives, similar to "Reservoir Dogs." Rank 6: Movie 3010 - Reason: The film's focus on desperation and struggle resonates with the user's taste for intense character studies, akin to "Blade Runner." Rank 7: Movie 1064 - Reason: The adventurous spirit and family-friendly themes appeal to the user's enjoyment of animated narratives, similar to "Heavy Metal." Rank 8: Movie 2011 - Reason: The time-traveling adventure combines comedy and science fiction, which aligns with the user's interest in imaginative plots, like "Star Trek: First Contact." Rank 9: Movie 858 - Reason: While a classic, the serious tone and crime drama elements may not align with the user's preference for lighter or more fantastical narratives. Rank 10: Movie 3137 - Reason: The war theme and action focus may not resonate with the user's interests, which lean more towards comedy and science fiction.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.) There are 10 Candidates for recommendation: Movie 600:Love and a .45 (Genres: Crime, Thriller; Language: en; Overview: Watty and girlfriend flee after a robbery turns deadly.),, Movie 1817:No Looking Back (Genres: Drama, Comedy, Romance; Language: en; Overview: Charlie returns home, reconnects with his ex-girlfriend, seeks reconciliation.),, Movie 3780:Rocketship X-M (Genres: Science Fiction; Language: en; Overview: Astronauts mistakenly land on Mars, discovering remnants of civilization.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 2128:Safe Men (Genres: Comedy, Crime; Language: en; Overview: Untalented singers mistaken for criminals face danger and romance.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 2127:First Love, Last Rites (Genres: Drama; Language: en; Overview: Joey and Sissel's relationship becomes boring despite their closeness.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1817 - Reason: This movie explores themes of romance and reconciliation, resonating with the user's interest in character-driven narratives like "Clueless" and "Terms of Endearment." Rank 2: Movie 3780 - Reason: The science fiction elements and exploration of civilization align with the user's appreciation for imaginative storytelling seen in "A Grand Day Out." Rank 3: Movie 1265 - Reason: The blend of romance, comedy, and fantasy in a unique narrative structure appeals to the user's enjoyment of films like "Being John Malkovich" and "Clueless." Rank 4: Movie 2127 - Reason: This drama focuses on relationships and personal growth, similar to the emotional depth found in "Terms of Endearment." Rank 5: Movie 2128 - Reason: The comedic elements and crime theme may resonate with the user's enjoyment of light-hearted narratives like "Clueless" and "But I'm a Cheerleader." Rank 6: Movie 1639 - Reason: The exploration of complex relationships and identity aligns with the user's interest in character dynamics as seen in "Clueless" and "Being John Malkovich." Rank 7: Movie 670 - Reason: This drama's focus on aspirations and life's struggles connects with the user's appreciation for character-driven stories like "Terms of Endearment." Rank 8: Movie 589 - Reason: The action and science fiction aspects may appeal to the user, but the intensity might not align with their preference for lighter narratives. Rank 9: Movie 2797 - Reason: While it features fantasy and comedy, the premise of a boy becoming an adult overnight may not resonate as strongly with the user's preference for more grounded stories. Rank 10: Movie 600 - Reason: The crime and thriller elements may be less appealing to the user, who seems to prefer more character-focused and comedic narratives.

Rank 1: Movie 3780 - Reason: This movie combines science fiction and adventure elements, aligning strongly with the user's preference for imaginative and exploratory narratives as seen in their history with animated films like Toy Story and A Grand Day Out. Rank 2: Movie 1265 - Reason: The romantic and comedic aspects of reliving the same day resonate with the user's enjoyment of character-driven stories, similar to Clueless and Terms of Endearment. Rank 3: Movie 600 - Reason: The crime and thriller elements in this film connect with the user's appreciation for intense and dramatic narratives, as demonstrated by their interest in Menace II Society. Rank 4: Movie 2797 - Reason: The theme of childhood wishes and growing up aligns with the user's love for family-oriented stories, reminiscent of Toy Story and Big. Rank 5: Movie 670 - Reason: The focus on personal dreams and struggles in this drama connects with the user's interest in character development, similar to Terms of Endearment. Rank 6: Movie 2128 - Reason: The comedic and crime elements in this film match the user's enjoyment of light-hearted narratives, akin to Clueless and But I'm a Cheerleader. Rank 7: Movie 2127 - Reason: This drama explores relationships and emotional complexities, which may appeal to the user's interest in character-driven stories, similar to Terms of Endearment. Rank 8: Movie 589 - Reason: The action and science fiction elements may not resonate as strongly with the user, given their preference for more character-focused narratives rather than pure action. Rank 9: Movie 1639 - Reason: The complicated romantic themes may be less appealing to the user, as they might prefer more straightforward or comedic love stories like Clueless. Rank 10: Movie 1817 - Reason: The focus on reconciliation and drama may not align with the user's preference for lighter, more comedic narratives, as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.) There are 10 Candidates for recommendation: Movie 398:Frank and Ollie (Genres: Documentary; Language: en; Overview: Frank Thomas and Ollie Johnston revolutionized Disney animation storytelling.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 2181:Marnie (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Marnie, a thief, is blackmailed by her boss, Mark.),, Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.),, Movie 3473:Jonah Who Will Be 25 in the Year 2000 (Genres: ; Language: fr; Overview: Swiss film explores 30-somethings seeking meaning on a communal farm.), Movie 15:Cutthroat Island (Genres: Action, Adventure; Language: en; Overview: Morgan and William seek treasure map pieces while facing challenges.),, Movie 2251:The Cabinet of Dr. Ramirez (Genres: ; Language: fr; Overview: Please provide the overview you'd like to have summarized.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2251 - Reason: This film likely offers a unique narrative style and psychological depth, which aligns with the user's interest in complex storytelling as seen in their history with films like "The Usual Suspects." Rank 2: Movie 3473 - Reason: The exploration of existential themes and personal journeys resonates with the user's appreciation for character-driven narratives, similar to those in "Full Metal Jacket." Rank 3: Movie 858 - Reason: The Godfather's intricate crime drama and character development match the user's preference for thrilling narratives, as indicated by their enjoyment of "The French Connection." Rank 4: Movie 31 - Reason: The film's focus on transformation and redemption through tough love aligns with the user's interest in character arcs, reminiscent of the struggles depicted in "The Usual Suspects." Rank 5: Movie 15 - Reason: The adventurous treasure hunt and action elements may appeal to the user's taste for thrilling escapades, as seen in their enjoyment of "Die Hard." Rank 6: Movie 2011 - Reason: The time travel aspect combined with humor and adventure reflects the user's appreciation for imaginative storytelling, similar to "E.T. the Extra-Terrestrial." Rank 7: Movie 589 - Reason: The blend of action, science fiction, and a strong narrative about protection aligns well with the user's interest in thrilling plots, as seen in "Die Hard." Rank 8: Movie 398 - Reason: While a documentary, the focus on animation history may not resonate as strongly with the user’s preference for narrative-driven films, making it less appealing. Rank 9: Movie 2181 - Reason: The psychological thriller elements may not align with the user’s preference for more straightforward crime dramas, making this film less appealing compared to their favorites. Rank 10: Movie 1573 - Reason: The premise of body-swapping and action may feel too far removed from the user’s preferred themes of crime and psychological depth, leading to a lower ranking.

Rank 1: Movie 398 - Reason: This documentary offers an insightful look into the artistry behind Disney animation, appealing to the user's appreciation for storytelling and creativity. Rank 2: Movie 858 - Reason: The intricate family dynamics and crime themes resonate with the user's interest in dramatic narratives involving moral complexities. Rank 3: Movie 2181 - Reason: The blend of crime and psychological tension aligns with the user's preference for thrilling and mysterious plots. Rank 4: Movie 31 - Reason: The transformative journey of the characters in a challenging environment reflects the user's interest in dramatic, character-driven stories. Rank 5: Movie 1573 - Reason: The action-packed premise combined with a crime and science fiction twist appeals to the user's taste for thrilling narratives. Rank 6: Movie 589 - Reason: The blend of action, science fiction, and a strong narrative about protection and survival matches the user's preference for intense thrillers. Rank 7: Movie 15 - Reason: The adventurous quest for treasure aligns with the user's interest in action and adventure, though it may be lighter than their usual preferences. Rank 8: Movie 2251 - Reason: The exploration of existential themes may not resonate as strongly with the user's preference for more action-driven or thrilling narratives. Rank 9: Movie 3473 - Reason: The film's focus on introspection and communal living might not align with the user's preference for more action-oriented or dramatic plots. Rank 10: Movie 2011 - Reason: The comedic elements and family-oriented storyline may not match the user's inclination towards more serious and thrilling narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 532:Serial Mom (Genres: Comedy, Crime, Horror, Thriller; Language: en; Overview: Mom harasses neighbor; family's secrets lead to escalating violence.),, Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.),, Movie 1971:A Nightmare on Elm Street 4: The Dream Master (Genres: Horror, Thriller; Language: en; Overview: Freddy Krueger is resurrected, targeting Elm Street kids through dreams.),, Movie 388:Boys Life: Three Stories of Love, Lust, and Liberation (Genres: Drama; Language: en; Overview: Three films explore young gay men's journeys to self-acceptance.),, Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.),, Movie 3894:Alone (Genres: Drama, Foreign; Language: es; Overview: Maria seeks independence, facing challenges while forming new connections.), Movie 3580:Up at the Villa (Genres: Drama, Romance; Language: en; Overview: Superficial characters transformed by circumstance in pre-WWII Florence drama.),, Movie 2646:House of Dracula (Genres: Horror, Science Fiction; Language: en; Overview: Scientist cures rare diseases, discovers lycanthropy, but becomes mad.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 388 - Reason: This film explores themes of self-acceptance and identity, resonating with the user's interest in character-driven narratives as seen in "Being John Malkovich." Rank 2: Movie 1265 - Reason: The time-loop concept and comedic elements align with the user's appreciation for clever storytelling, similar to "Twelve Monkeys." Rank 3: Movie 196 - Reason: The blend of science fiction and horror, along with a focus on complex themes, appeals to the user's taste for thrilling and thought-provoking narratives. Rank 4: Movie 1971 - Reason: This horror film's psychological elements and dream-related themes may intrigue the user, reflecting their interest in "The Sixth Sense." Rank 5: Movie 2657 - Reason: The quirky characters and musical elements provide a unique blend of comedy and fantasy, reminiscent of the whimsical nature of "The Nightmare Before Christmas." Rank 6: Movie 3894 - Reason: The theme of seeking independence and forming connections can resonate with the user's interest in character development, as seen in "Rushmore." Rank 7: Movie 3580 - Reason: The dramatic transformation of characters in a historical setting may appeal to the user's appreciation for character-driven stories, similar to "The Killing." Rank 8: Movie 532 - Reason: The dark comedy and crime elements may not align with the user's preferred genres, as they lean more towards family-friendly and thought-provoking films. Rank 9: Movie 589 - Reason: While an iconic action film, its focus on action and sci-fi may not resonate as strongly with the user's preference for character-focused narratives. Rank 10: Movie 2646 - Reason: The horror and science fiction elements may not appeal to the user, who seems to favor more light-hearted or dramatic storytelling.

Rank 1: Movie 2657 - Reason: This movie combines comedy, horror, and musical elements, appealing to the user's enjoyment of unique storytelling and humor as seen in "Toy Story" and "What About Bob?". Rank 2: Movie 1265 - Reason: The romantic and fantastical elements resonate with the user's appreciation for character-driven narratives, similar to themes in "Rushmore" and "Being John Malkovich". Rank 3: Movie 589 - Reason: This action-packed thriller features a complex narrative about time travel and protection, aligning with the user's interest in science fiction as seen in "Twelve Monkeys". Rank 4: Movie 196 - Reason: The blend of science fiction and horror in this film offers a thrilling experience, appealing to the user's taste for intense narratives like "The Sixth Sense" and "The Killing". Rank 5: Movie 1971 - Reason: This horror film continues the franchise's exploration of dreams and fear, which may not align with the user's preference for more family-friendly or comedic films. Rank 6: Movie 3894 - Reason: The focus on personal growth and independence in a dramatic context may resonate with the user's interest in character development, similar to "Run Lola Run". Rank 7: Movie 3580 - Reason: The dramatic transformation of superficial characters in a historical setting may not strongly connect with the user's preference for more light-hearted or fantastical narratives. Rank 8: Movie 2646 - Reason: The horror and science fiction elements may appeal to the user's curiosity for unique storytelling, though it may not align with their primary interests in family-friendly films. Rank 9: Movie 532 - Reason: The dark comedy and crime elements may not resonate with the user's preferences as they lean towards more family-oriented or light-hearted films. Rank 10: Movie 388 - Reason: The exploration of young gay men's journeys may not align with the user's interests, as their history shows a preference for more mainstream and comedic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1057:Everyone Says I Love You (Genres: Music, Comedy, Romance; Language: en; Overview: New York girl matches father; sister gets engaged amid turmoil.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.) There are 10 Candidates for recommendation: Movie 2710:The Blair Witch Project (Genres: Horror, Mystery; Language: en; Overview: Three student filmmakers disappeared in 1994; footage found a year later.),, Movie 668:Pather Panchali (Genres: Drama; Language: bn; Overview: Apu's coming-of-age story in early 20th-century Bengal village.),, Movie 3832:Black Sabbath (Genres: Horror; Language: it; Overview: Italian horror film "Black Sabbath" features three chilling stories.), Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 635:A Family Thing (Genres: Comedy, Drama; Language: en; Overview: Earl discovers his heritage and connects with estranged family.),, Movie 203:To Wong Foo, Thanks for Everything! Julie Newmar (Genres: Comedy; Language: en; Overview: Three drag queens stranded in a town challenge local prejudices.),, Movie 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.),, Movie 333:Tommy Boy (Genres: Comedy; Language: en; Overview: Party-loving Tommy teams with Richard to save the family business.),, Movie 2388:Steam: The Turkish Bath (Genres: Drama; Language: it; Overview: Couple's design business leads Francesco to discover family warmth in Istanbul.),, Movie 3800:Criminal Lovers (Genres: Horror, Thriller, Romance; Language: fr; Overview: Alice and Luc kill, get lost, and face captivity.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 203 - Reason: This movie features themes of acceptance and challenges against prejudice, resonating with the user's interest in character-driven stories like "Pretty Woman" and "The Big Chill." Rank 2: Movie 3832 - Reason: As a horror film, it diverges from the user's typical preferences for romance and comedy, which may not appeal to them. Rank 3: Movie 1633 - Reason: The emotional depth and family dynamics in this drama align with the user's appreciation for heartfelt narratives seen in "Gone with the Wind." Rank 4: Movie 635 - Reason: The exploration of family connections and heritage mirrors the user's interest in relationship-focused films like "The Big Chill." Rank 5: Movie 670 - Reason: This film's coming-of-age story and personal aspirations may resonate with the user's enjoyment of character growth in movies like "Big." Rank 6: Movie 333 - Reason: The comedic elements and the theme of saving a family business align with the user's enjoyment of light-hearted comedies like "Groundhog Day." Rank 7: Movie 2710 - Reason: The horror and mystery aspects may not align with the user's preferences for romance and comedy, making it less appealing. Rank 8: Movie 668 - Reason: The film's dramatic storytelling and cultural depth may not resonate as strongly with the user's preference for lighter, more romantic narratives. Rank 9: Movie 2388 - Reason: This film's focus on adult themes and complex relationships might not align with the user's more romantic and comedic tastes. Rank 10: Movie 3800 - Reason: The horror and thriller elements combined with a dark romantic storyline may be too far removed from the user's usual preferences for uplifting romance and comedy.

Rank 1: Movie 3800 - Reason: This movie combines horror and romance, offering a thrilling narrative that aligns with the user's interest in complex and intense stories, similar to "The Crying Game." Rank 2: Movie 635 - Reason: The themes of family connection and discovery resonate with the user's appreciation for character-driven narratives as seen in "The Big Chill." Rank 3: Movie 2388 - Reason: The exploration of personal relationships and warmth in a dramatic setting aligns with the user's interest in emotional depth found in films like "Gone with the Wind." Rank 4: Movie 333 - Reason: This comedy features a light-hearted, character-driven story that matches the user's enjoyment of humorous narratives like "Groundhog Day." Rank 5: Movie 670 - Reason: The coming-of-age theme and emotional journey reflect the user's interest in personal growth stories, akin to the narrative style of "Big." Rank 6: Movie 668 - Reason: The rich storytelling and cultural depth in this drama appeal to the user's appreciation for meaningful narratives, similar to "Gone with the Wind." Rank 7: Movie 2710 - Reason: The found footage horror aspect and mystery elements may not align with the user's preference for romance and comedy, as seen in their history. Rank 8: Movie 3832 - Reason: This horror anthology may not resonate with the user's romantic and comedic tastes, which are more evident in their preferred films. Rank 9: Movie 203 - Reason: While it features comedy, the drag queen theme and social commentary might not align with the user's primary interests in romance and drama. Rank 10: Movie 1633 - Reason: The darker themes and drama surrounding family conflict may not appeal to the user's preference for lighter, more romantic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.) There are 10 Candidates for recommendation: Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.),, Movie 3951:Two Family House (Genres: Drama, Romance; Language: en; Overview: Frustrated crooner Buddy faces challenges with tenants and dreams.), Movie 279:My Family (Genres: Comedy, Drama; Language: en; Overview: An immigrant family's struggles, successes, and growth across generations.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 829:Joe's Apartment (Genres: Fantasy, Comedy, Music; Language: en; Overview: A man in New York shares apartment with singing cockroaches.),, Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 1665:Bean (Genres: Comedy; Language: en; Overview: Caretaker Bean is sent to Los Angeles for an art opening.),, Movie 1475:Kama Sutra - A Tale of Love (Genres: Drama, History, Romance; Language: en; Overview: Inseparable friends face betrayal and challenges in love and loyalty.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1701 - Reason: The film's exploration of complex relationships and the impact of creativity aligns with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 3081 - Reason: The dark fantasy and mystery elements resonate with the user's interest in thrilling and suspenseful stories, similar to "The Usual Suspects." Rank 3: Movie 829 - Reason: The quirky humor and musical elements provide a light-hearted contrast to the user's more dramatic preferences, appealing to their taste for comedy. Rank 4: Movie 1198 - Reason: This adventure film features strong action and historical themes, aligning with the user's enjoyment of "Indiana Jones and the Last Crusade." Rank 5: Movie 1475 - Reason: The romantic and dramatic themes of friendship and betrayal connect with the user's interest in emotionally rich stories, much like "Gone with the Wind." Rank 6: Movie 3951 - Reason: The film's focus on personal struggles and romance reflects the user's appreciation for character-driven dramas, similar to "The Shawshank Redemption." Rank 7: Movie 1759 - Reason: The historical and political themes present a serious tone that may not align as closely with the user's preference for lighter narratives. Rank 8: Movie 279 - Reason: While it offers a comedic take on family dynamics, the immigrant experience may not resonate as strongly with the user's typical viewing choices. Rank 9: Movie 1665 - Reason: The slapstick comedy may be less appealing to the user, who seems to prefer more nuanced storytelling and character development. Rank 10: Movie 1633 - Reason: The slower-paced drama may not capture the user's interest as much, given their preference for more engaging and dynamic narratives.

Rank 1: Movie 829 - Reason: This movie's unique blend of fantasy and comedy, along with its quirky premise, offers a light-hearted escape that contrasts with the user's more serious dramas. Rank 2: Movie 1475 - Reason: The themes of love and loyalty amidst betrayal resonate with the user's appreciation for complex emotional narratives, similar to their interest in "Gone with the Wind." Rank 3: Movie 1198 - Reason: The adventurous spirit and action-packed storyline align with the user's fondness for "Indiana Jones and the Last Crusade," making it a natural fit. Rank 4: Movie 3081 - Reason: The mystery and thriller elements, combined with a dark fantasy twist, appeal to the user's interest in suspenseful narratives like "The Usual Suspects." Rank 5: Movie 3951 - Reason: The exploration of dreams and personal challenges in a romantic context connects with the user's appreciation for character-driven stories, similar to "Pretty in Pink." Rank 6: Movie 1665 - Reason: The comedic misadventures of the main character provide a humorous contrast to the user's typical drama preferences, offering a refreshing change of pace. Rank 7: Movie 1633 - Reason: The themes of family and sacrifice in a dramatic context resonate with the user's interest in emotional depth, akin to "The Shawshank Redemption." Rank 8: Movie 279 - Reason: While it features comedy and drama, the immigrant experience may not align closely with the user's preferred themes of romance and crime. Rank 9: Movie 1759 - Reason: The political and historical context may not appeal to the user's preference for more personal and character-driven narratives. Rank 10: Movie 1701 - Reason: The film's focus on a writer's alienation and introspection may not resonate with the user's interest in more straightforward romantic or adventurous plots.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.), Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.) There are 10 Candidates for recommendation: Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 3925:Stranger Than Paradise (Genres: Comedy, Drama; Language: en; Overview: Hungarian émigrés Willie and Eddie navigate life with cousin Eva.), Movie 3364:The Asphalt Jungle (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Paroled burglar plans jewel heist with crooked lawyer and criminals.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.),, Movie 3851:Margaret Cho: I'm the One That I Want (Genres: Comedy; Language: en; Overview: Margaret Cho's monologue explores her journey through fame and recovery.),, Movie 3683:Blood Simple (Genres: Crime, Drama, Thriller; Language: en; Overview: Bar owner discovers wife's affair; chaos ensues from revenge plot.),, Movie 2003:Gremlins (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Billy's pet Gizmo causes chaos after breaking care rules.),, Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2291 - Reason: This movie combines fantasy and romance with a unique narrative, appealing to the user's appreciation for character-driven stories like "Pretty Woman" and "Moonstruck." Rank 2: Movie 1633 - Reason: The dramatic themes of family and sacrifice resonate with the user's interest in intense narratives, similar to "Platoon" and "The Usual Suspects." Rank 3: Movie 902 - Reason: The blend of romance and comedy in a sophisticated setting aligns with the user's enjoyment of "Annie Hall" and "Pretty Woman." Rank 4: Movie 3683 - Reason: The crime and thriller elements reflect the user's taste for suspenseful storytelling as seen in "The Usual Suspects." Rank 5: Movie 3852 - Reason: This film's comedic take on romance mirrors the user's enjoyment of romantic comedies like "Pretty Woman" and "Moonstruck." Rank 6: Movie 2003 - Reason: The mix of comedy and fantasy aligns with the user's preference for light-hearted yet imaginative narratives, akin to "Ferris Bueller's Day Off." Rank 7: Movie 3851 - Reason: The comedic monologue format offers a unique perspective on personal growth, resonating with the user's appreciation for character exploration in films. Rank 8: Movie 1198 - Reason: The action-adventure elements and historical context appeal to the user's enjoyment of films like "Indiana Jones and the Last Crusade." Rank 9: Movie 3925 - Reason: The film's more subdued and existential tone may not align with the user's preference for more upbeat comedies and romances. Rank 10: Movie 3364 - Reason: The darker themes of crime and moral ambiguity might not resonate with the user's inclination towards lighter, more romantic narratives.

Rank 1: Movie 3852 - Reason: This film explores themes of romance and personal growth, aligning with the user's appreciation for character-driven stories as seen in their history. Rank 2: Movie 1198 - Reason: The adventure and action elements, along with a strong protagonist, resonate with the user's interest in thrilling escapades like Indiana Jones. Rank 3: Movie 2291 - Reason: The blend of fantasy and romance in a unique narrative appeals to the user's taste for imaginative storytelling found in movies like Pretty Woman. Rank 4: Movie 902 - Reason: This classic romantic comedy features complex relationships, similar to the user's enjoyment of romantic dynamics in films like Annie Hall. Rank 5: Movie 1633 - Reason: The drama and familial themes in this film connect with the user's interest in emotional depth, as seen in their preference for films like Platoon. Rank 6: Movie 3364 - Reason: The crime and thriller aspects, along with a focus on heists, align with the user's appreciation for intricate plots as seen in The Usual Suspects. Rank 7: Movie 3683 - Reason: The dark themes and intense drama may not fully resonate with the user’s preference for lighter narratives, as seen in their comedy selections. Rank 8: Movie 2003 - Reason: The mix of horror and comedy might be too unconventional for the user, who tends to favor more straightforward romantic comedies. Rank 9: Movie 3925 - Reason: The film's slower pace and art-house style may not align with the user's preference for more mainstream, engaging narratives. Rank 10: Movie 3851 - Reason: While comedic, the stand-up format may not appeal as much to the user, who enjoys narrative-driven films with character arcs.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.) There are 10 Candidates for recommendation: Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 2157:The Chambermaid on the Titanic (Genres: Drama; Language: en; Overview: Horty wins Titanic contest, meets Marie, shares room, suspects infidelity.),, Movie 3087:Scrooged (Genres: Fantasy, Comedy, Drama; Language: en; Overview: Successful executive Frank Cross re-evaluates life after ghostly visits.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 2589:Friends & Lovers (Genres: Comedy, Romance, Drama; Language: en; Overview: Twenty-somethings ski trip reveals secrets and shifting relationships.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 2554:Children of the Damned (Genres: Science Fiction, Thriller; Language: en; Overview: Six highly intelligent children worldwide share a mysterious bond.),, Movie 1762:Deep Rising (Genres: Adventure, Action, Horror, Science Fiction; Language: en; Overview: Hijackers confront man-eating sea creatures on luxury ocean liner.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2157 - Reason: The emotional depth and character-driven narrative resonate with the user's appreciation for dramatic storytelling as seen in "Dances with Wolves" and "Gone with the Wind." Rank 2: Movie 1198 - Reason: The adventurous spirit and action-packed sequences align with the user's enjoyment of action films like "Batman Forever." Rank 3: Movie 3471 - Reason: The exploration of human experience and connection with the unknown appeals to the user's taste for thought-provoking narratives, similar to "The Big Chill." Rank 4: Movie 593 - Reason: The psychological tension and crime elements cater to the user's interest in thrillers, as demonstrated by their enjoyment of "Batman Forever." Rank 5: Movie 2554 - Reason: The intriguing premise involving intelligent children connects with the user's preference for complex stories, akin to "Broadcast News." Rank 6: Movie 1762 - Reason: The mix of adventure and horror reflects the user's taste for action and suspense, similar to "Batman Forever." Rank 7: Movie 1250 - Reason: The historical drama and character conflicts resonate with the user's appreciation for deep, meaningful narratives like "Gone with the Wind." Rank 8: Movie 1307 - Reason: The romantic comedy elements align with the user's enjoyment of relationship dynamics as seen in "Pretty Woman" and "Moonstruck." Rank 9: Movie 2589 - Reason: While it features romance and drama, the focus on younger characters may not resonate as strongly with the user's preference for more mature themes. Rank 10: Movie 3087 - Reason: The comedic take on a classic story may not align with the user's preference for more serious narratives, as seen in their history.

Rank 1: Movie 1250 - Reason: This movie features a strong narrative about resilience and leadership during wartime, appealing to the user's appreciation for dramatic and historical themes as seen in "Dances with Wolves." Rank 2: Movie 2554 - Reason: The blend of science fiction and thriller elements in this film aligns with the user's interest in thought-provoking stories, similar to the psychological intensity found in "The Silence of the Lambs." Rank 3: Movie 593 - Reason: The psychological tension and crime elements resonate with the user's preference for complex narratives, as demonstrated by their enjoyment of "Pretty Woman" and "Batman Forever." Rank 4: Movie 1762 - Reason: The adventure and horror aspects of this film align with the user's taste for action-packed stories, reminiscent of the excitement in "Batman Forever." Rank 5: Movie 3471 - Reason: This film's themes of wonder and exploration in a science fiction context connect with the user's interest in imaginative storytelling, similar to "Dances with Wolves." Rank 6: Movie 3087 - Reason: The comedic and fantastical elements in this film reflect the user's enjoyment of humor and life lessons, akin to the family dynamics seen in "Parenthood." Rank 7: Movie 1307 - Reason: The romantic and comedic exploration of relationships aligns perfectly with the user's preference for romantic comedies like "Pretty Woman" and "Sixteen Candles." Rank 8: Movie 1198 - Reason: This action-adventure film's historical context and thrilling escapades appeal to the user's taste for excitement, similar to the action found in "Batman Forever." Rank 9: Movie 2157 - Reason: While this film has dramatic elements, its slower pace and focus on interpersonal relationships may not resonate as strongly with the user's preference for more dynamic narratives. Rank 10: Movie 2589 - Reason: Although it explores relationships, the film's focus on a ski trip and the challenges of young adulthood may not align with the user's interests in more classic and dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.),, Movie 183:Mute Witness (Genres: Thriller, Foreign; Language: en; Overview: Mute makeup artist discovers snuff film, faces Russian mafia danger.),, Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),, Movie 250:Heavyweights (Genres: Comedy, Family, Drama; Language: en; Overview: Overweight boys reclaim fun summer camp from strict fitness guru.),, Movie 1285:Heathers (Genres: Thriller, Comedy, Drama; Language: en; Overview: Girl learns social manipulation from rebel, targeting popular classmates.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.), Movie 1728:The Winter Guest (Genres: Drama; Language: en; Overview: Interactions among characters revolve around a symbolic frozen sea.),, Movie 3055:Felicia's Journey (Genres: Drama; Language: en; Overview: A bachelor and teenager transform each other's lives through redemption.),, Movie 2400:Prancer (Genres: Drama, Family, Fantasy; Language: fr; Overview: Girl hides injured reindeer, believing it's Santa's, father sells.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2400 - Reason: This movie features a heartwarming story about family and belief, resonating with the user's appreciation for emotional narratives as seen in "The Usual Suspects" and "Out of Africa." Rank 2: Movie 3751 - Reason: The blend of animation and comedy in a family setting aligns with the user's enjoyment of light-hearted yet meaningful stories, similar to "Back to the Future." Rank 3: Movie 1728 - Reason: This film's focus on deep character interactions and emotional depth connects with the user's preference for dramatic narratives, as seen in "The Crying Game." Rank 4: Movie 2443 - Reason: The exploration of relationships and love in this drama resonates with the user's interest in romantic themes found in "Pretty Woman" and "Gone with the Wind." Rank 5: Movie 1285 - Reason: The dark comedy and social manipulation themes in this film align with the user's taste for thrillers with a unique twist, similar to "The Usual Suspects." Rank 6: Movie 2739 - Reason: The powerful narrative of resilience and emotional struggle in this drama reflects the user's interest in profound stories, as seen in "Out of Africa." Rank 7: Movie 3055 - Reason: This film's themes of redemption and transformation resonate with the user's appreciation for character-driven stories, similar to "The Crying Game." Rank 8: Movie 2396 - Reason: The historical romance and the theme of forbidden love connect with the user's enjoyment of romantic dramas, as seen in "Gone with the Wind." Rank 9: Movie 250 - Reason: While this comedy has a fun premise, it may not resonate as strongly with the user's preference for more serious narratives found in their top selections. Rank 10: Movie 183 - Reason: The thriller elements and foreign setting may not align with the user's typical preferences for more mainstream narratives and character-driven stories.

Rank 1: Movie 2739 - Reason: This movie's exploration of abuse and the quest for love aligns with the user's interest in deep, emotional narratives as seen in "The Usual Suspects" and "The Crying Game." Rank 2: Movie 3751 - Reason: The combination of animation and comedy in a family setting resonates with the user's enjoyment of light-hearted yet meaningful stories, similar to "Back to the Future." Rank 3: Movie 250 - Reason: This film's focus on friendship and self-acceptance in a comedic context matches the user's appreciation for character-driven stories like "Raising Arizona." Rank 4: Movie 1728 - Reason: The film's dramatic interactions and thematic depth reflect the user's taste for complex emotional narratives, akin to "Gone with the Wind." Rank 5: Movie 3055 - Reason: The transformative relationship in this drama resonates with the user's interest in character evolution and redemption, similar to "Pretty Woman." Rank 6: Movie 2396 - Reason: The historical romance and the theme of forbidden love align well with the user's preference for romantic dramas like "The Crying Game." Rank 7: Movie 2400 - Reason: The blend of family, fantasy, and drama in this story appeals to the user's enjoyment of heartfelt narratives, similar to "Back to the Future." Rank 8: Movie 183 - Reason: The thriller aspect and the foreign language element may not resonate as strongly with the user, who prefers more mainstream narratives. Rank 9: Movie 2443 - Reason: While it explores relationships, the lack of a strong central narrative may not align with the user's preference for tightly woven stories like "The Usual Suspects." Rank 10: Movie 1285 - Reason: The dark comedy and social manipulation themes may be less appealing to the user, who seems to favor more straightforward emotional arcs.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 1057:Everyone Says I Love You (Genres: Music, Comedy, Romance; Language: en; Overview: New York girl matches father; sister gets engaged amid turmoil.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.) There are 10 Candidates for recommendation: Movie 3775:Make Mine Music (Genres: Animation, Family, Music; Language: en; Overview: Make Mine Music features nine animated shorts with classic songs.), Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.),, Movie 3513:Rules of Engagement (Genres: Action, Adventure, Drama, History, War; Language: en; Overview: War hero on trial for failed rescue; friend defends him.),, Movie 2431:Patch Adams (Genres: Comedy, Drama; Language: en; Overview: Patch Adams: unconventional doctor using humor to heal patients.),, Movie 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.),, Movie 1425:Fierce Creatures (Genres: Comedy, Romance; Language: en; Overview: Ex-policeman enforces strict animal policy at struggling Marwood Zoo.),, Movie 3414:Love Is a Many-Splendored Thing (Genres: Drama, Romance; Language: en; Overview: Widowed doctor loves married correspondent amid China's Communist revolution.),, Movie 2373:Red Sonja (Genres: Adventure, Fantasy, Action; Language: en; Overview: Gedren seeks power; Red Sonja fights to stop her tyranny.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 170:Hackers (Genres: Action, Crime, Thriller, Drama; Language: en; Overview: Teenager, friends uncover hacker plot while evading Secret Service pursuit.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3513 - Reason: This movie's exploration of moral dilemmas in a war setting aligns with the user's appreciation for intense drama and historical narratives, similar to "Saving Private Ryan." Rank 2: Movie 170 - Reason: The thrilling elements of hacking and evading authority resonate with the user's interest in action and crime, reminiscent of the excitement in "Batman Forever." Rank 3: Movie 164 - Reason: This film's mystery and dramatic tension reflect the user's taste for complex narratives, as seen in their enjoyment of "Run Lola Run." Rank 4: Movie 1425 - Reason: The comedic and romantic elements in this film align with the user's enjoyment of light-hearted stories like "The Wedding Singer." Rank 5: Movie 2373 - Reason: The adventure and fantasy aspects cater to the user's interest in action-packed narratives, similar to "Batman Forever" and "Red Sonja." Rank 6: Movie 593 - Reason: The psychological thriller elements and crime investigation parallel the user's preference for intense and gripping stories, akin to "The Silence of the Lambs." Rank 7: Movie 2357 - Reason: The heartfelt drama about personal loss and connection aligns with the user's appreciation for emotional storytelling, similar to "Notting Hill." Rank 8: Movie 2431 - Reason: The blend of comedy and drama in this film resonates with the user's enjoyment of humorous yet poignant narratives, like "Parenthood." Rank 9: Movie 3414 - Reason: The historical romance may not align with the user's preference for more contemporary and comedic films, as seen in their history. Rank 10: Movie 3775 - Reason: The animated format and musical shorts may not appeal to the user's preference for live-action narratives, which are more prominent in their viewing history.

Rank 1: Movie 170 - Reason: This movie combines action and crime elements with a thrilling plot, aligning with the user's enjoyment of fast-paced narratives like "Batman Forever". Rank 2: Movie 3414 - Reason: The romantic drama set against a historical backdrop resonates with the user's appreciation for complex relationships, similar to "Notting Hill". Rank 3: Movie 3775 - Reason: The animated shorts with musical elements appeal to the user's interest in music and light-hearted storytelling, akin to "Everyone Says I Love You". Rank 4: Movie 2357 - Reason: The emotional journey of a teacher helping a boy connects with the user's preference for heartfelt dramas like "Parenthood". Rank 5: Movie 2431 - Reason: The blend of comedy and drama through humor in healing aligns with the user's taste for uplifting narratives, as seen in "The Wedding Singer". Rank 6: Movie 3513 - Reason: The themes of war and moral dilemmas resonate with the user's interest in intense dramas like "Saving Private Ryan". Rank 7: Movie 2373 - Reason: The adventure and fantasy elements in a strong female character's journey connect with the user's enjoyment of action-packed stories. Rank 8: Movie 164 - Reason: The mystery and thriller aspects of an investigation align with the user's interest in complex narratives, similar to "Prizzi's Honor". Rank 9: Movie 593 - Reason: While it features a strong narrative, the darker themes may not align with the user's preference for lighter, more romantic comedies. Rank 10: Movie 1425 - Reason: The comedic elements may not resonate as strongly with the user, who seems to prefer more dramatic or romantic storylines.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 2247:Married to the Mob (Genres: Comedy, Crime, Romance; Language: en; Overview: Angela seeks escape from crime but attracts attention from mobsters.),, Movie 1312:Female Perversions (Genres: Drama, Romance; Language: en; Overview: Ambitious attorney engages in excess, struggles with personal life issues.),, Movie 1997:The Exorcist (Genres: Drama, Horror, Thriller; Language: en; Overview: Regan's possession leads her mother to seek help from Father Karras.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 1459:Absolute Power (Genres: Crime, Drama, Thriller; Language: en; Overview: Thief witnesses presidential murder, holds evidence, must escape danger.),, Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.), Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 2515:Children of the Corn II: The Final Sacrifice (Genres: Horror; Language: en; Overview: Reporter and son uncover murderous cult in Gatlin, Nebraska.),, Movie 2275:Six-String Samurai (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Buddy, a rocker warrior, journeys to Vegas to succeed Elvis.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2515 - Reason: The horror elements and cult themes provide a thrilling and suspenseful experience, appealing to the user's interest in intense narratives. Rank 2: Movie 3081 - Reason: The blend of fantasy and mystery with a detective storyline aligns with the user's preference for complex, thought-provoking stories. Rank 3: Movie 3219 - Reason: The thriller aspect of a couple facing unexpected challenges resonates with the user's enjoyment of romantic and dramatic conflicts. Rank 4: Movie 2683 - Reason: The comedic adventure and retro themes may appeal to the user's fondness for lighthearted, nostalgic storytelling. Rank 5: Movie 593 - Reason: The psychological intensity and crime elements align with the user's interest in thrilling narratives that explore dark themes. Rank 6: Movie 1312 - Reason: The drama and romance intertwined with personal struggles may resonate with the user's appreciation for character-driven stories. Rank 7: Movie 1997 - Reason: The horror and psychological thriller aspects may not align with the user's preference for lighter, more comedic films. Rank 8: Movie 1459 - Reason: The crime and drama elements might not fully match the user's preference for romantic comedies and lighthearted narratives. Rank 9: Movie 2275 - Reason: The action and sci-fi elements may not resonate as strongly with the user's established interest in romance and comedy genres. Rank 10: Movie 2247 - Reason: The crime and mob elements might not appeal to the user's preference for romantic and comedic storytelling.

Rank 1: Movie 1997 - Reason: This classic horror film offers intense psychological thrills, appealing to the user's interest in dramatic and thought-provoking narratives. Rank 2: Movie 1312 - Reason: The exploration of complex personal relationships and ambition aligns with the user's appreciation for character-driven stories, particularly in a romantic context. Rank 3: Movie 2515 - Reason: This horror movie features a suspenseful narrative that may intrigue the user, given their enjoyment of dramatic and thrilling elements in their watched films. Rank 4: Movie 3081 - Reason: The blend of fantasy and mystery in this film resonates with the user's preference for engaging, complex stories, similar to their interest in time-travel narratives. Rank 5: Movie 3219 - Reason: The tension between the couple and their tenant introduces a thrilling dynamic, appealing to the user's taste for drama and conflict in personal relationships. Rank 6: Movie 2275 - Reason: This film's unique blend of action and adventure, combined with a quirky premise, may attract the user who enjoys unconventional storytelling. Rank 7: Movie 593 - Reason: The psychological tension and crime elements in this thriller align with the user's interest in intense narratives, similar to some of their favored dramas. Rank 8: Movie 2247 - Reason: The comedic take on crime and romance may appeal to the user, but the crime focus might be less engaging compared to their preferred romantic comedies. Rank 9: Movie 2683 - Reason: While this film offers humor and adventure, its heavy reliance on parody may not resonate as strongly with the user's preference for more grounded romantic narratives. Rank 10: Movie 1459 - Reason: The crime and thriller elements may be less appealing to the user, who seems to favor lighter, more romantic stories over intense crime dramas.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.) There are 10 Candidates for recommendation: Movie 3599:Anchors Aweigh (Genres: Comedy, Fantasy, Music, Romance; Language: en; Overview: Sailors vie for a girl; friendship and romance complicate matters.), Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 2002:Lethal Weapon 3 (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Riggs and Murtaugh tackle a dangerous weapons dealer together.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.),, Movie 2417:Heartburn (Genres: Comedy, Drama, Romance; Language: en; Overview: Food writer Rachel falls for Mark, discovers his affair during pregnancy.),, Movie 316:Stargate (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Teleportation device in Egypt leads to planet with Ra-worshipping Egyptians.),, Movie 1606:Kull the Conqueror (Genres: Adventure, Fantasy, Action, Science Fiction; Language: en; Overview: Kull defeats king, battles witch queen Akivasha to save kingdom.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 1180:Hear My Song (Genres: Comedy, Foreign; Language: en; Overview: Josef Locke returns to revive nightclub and rekindle romance.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 316 - Reason: This movie features an adventurous journey through space, aligning with the user's enjoyment of science fiction and action, as seen in "Star Wars." Rank 2: Movie 3471 - Reason: The exploration of UFOs and personal transformation resonates with the user's interest in thought-provoking narratives, similar to "Pulp Fiction." Rank 3: Movie 3599 - Reason: The blend of comedy and romance in a musical setting matches the user's appreciation for light-hearted romantic stories like "Pretty in Pink." Rank 4: Movie 2417 - Reason: This film's exploration of relationships and personal challenges during pregnancy connects with the user's interest in romantic dramas, as seen in "The Graduate." Rank 5: Movie 2396 - Reason: The historical romance and the theme of forbidden love align with the user's taste for romantic narratives, similar to "Notting Hill." Rank 6: Movie 1180 - Reason: The comedic and romantic elements in a foreign setting may appeal to the user's enjoyment of light-hearted films like "Groundhog Day." Rank 7: Movie 2002 - Reason: The action-comedy blend and buddy-cop dynamic resonate with the user's interest in thrilling narratives, akin to "Lethal Weapon." Rank 8: Movie 1606 - Reason: The fantasy and adventure elements may not strongly align with the user's preferences, which lean more towards realistic narratives. Rank 9: Movie 924 - Reason: The slow-paced, philosophical nature of this film may not engage the user as much, given their preference for more action-oriented stories. Rank 10: Movie 902 - Reason: While it features romance, the film's focus on socialite life may not resonate with the user's preference for more relatable, down-to-earth narratives.

Rank 1: Movie 3599 - Reason: This movie combines comedy and romance with a musical flair, appealing to the user's enjoyment of lighthearted narratives as seen in "Pretty in Pink" and "Sixteen Candles." Rank 2: Movie 3471 - Reason: The blend of science fiction and drama in this film resonates with the user's interest in thought-provoking stories like "Star Wars" and "The Deer Hunter." Rank 3: Movie 924 - Reason: This film's exploration of human existence and technology aligns with the user's appreciation for complex narratives found in "Pulp Fiction" and "The Graduate." Rank 4: Movie 316 - Reason: The adventure and science fiction elements in this movie match the user's taste for action-packed stories as seen in "Star Wars" and "Lethal Weapon 3." Rank 5: Movie 2002 - Reason: The mix of action, comedy, and crime aligns with the user's enjoyment of thrilling narratives, similar to "Pulp Fiction" and "Lethal Weapon 3." Rank 6: Movie 1606 - Reason: This adventure fantasy film appeals to the user's interest in action and epic storytelling, reminiscent of "Star Wars" and "The Deer Hunter." Rank 7: Movie 902 - Reason: The romantic and comedic elements in this film connect with the user's enjoyment of love stories like "Notting Hill" and "Pretty in Pink." Rank 8: Movie 1180 - Reason: The comedic and romantic themes in this foreign film resonate with the user's preference for lighthearted narratives, similar to "Groundhog Day." Rank 9: Movie 2396 - Reason: While it features romance and history, the period setting may not align with the user's preference for modern narratives as seen in their history. Rank 10: Movie 2417 - Reason: The focus on drama and personal relationships may not resonate as strongly with the user's interest in more adventurous and comedic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.) There are 10 Candidates for recommendation: Movie 195:Something to Talk About (Genres: Comedy; Language: en; Overview: Julia Roberts stars as Grace in a compelling, ensemble drama.),, Movie 1960:The Last Emperor (Genres: Drama, History; Language: en; Overview: Pu Yi's life: Emperor, decline, exploitation, and peasant existence.),, Movie 2101:Squanto: A Warrior's Tale (Genres: Drama, Family; Language: en; Overview: Squanto, captured by Englishmen, escapes and seeks refuge in monastery.),, Movie 548:Terminal Velocity (Genres: Action, Thriller; Language: en; Overview: Skydiver and ex-KGB agent unite to thwart Russian mafia's heist.),, Movie 3836:Kelly's Heroes (Genres: Adventure, Comedy, War; Language: en; Overview: AWOL WWII soldiers plan to rob bank behind German lines.), Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 342:Muriel's Wedding (Genres: Drama, Comedy, Romance; Language: en; Overview: Muriel’s Wedding: a comedic journey of self-discovery and empowerment.),, Movie 1600:She's So Lovely (Genres: Drama, Romance, Thriller; Language: en; Overview: Pregnant Maureen suffers abuse; Eddie's return disrupts her new life.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 2963:Joe the King (Genres: Crime, Drama; Language: en; Overview: 14-year-old Joe faces abuse, theft, and family struggles for survival.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2963 - Reason: This movie explores deep family struggles and survival, resonating with the user's appreciation for character-driven dramas like "The Deer Hunter" and "Terms of Endearment." Rank 2: Movie 3081 - Reason: The film's blend of mystery and fantasy aligns with the user's interest in complex narratives, similar to the dramatic elements found in "Saving Private Ryan." Rank 3: Movie 2101 - Reason: This story of resilience and cultural identity connects with the user's preference for heartfelt dramas, akin to "The Last Emperor" and "The Deer Hunter." Rank 4: Movie 1960 - Reason: The historical drama aspect and exploration of personal decline resonate with the user's taste for profound storytelling, as seen in "The Deer Hunter." Rank 5: Movie 1600 - Reason: The themes of love and personal struggle echo the user's enjoyment of romantic dramas like "Pretty Woman" and "Notting Hill." Rank 6: Movie 548 - Reason: The action-packed thriller elements may not align with the user's preference for more character-focused narratives, as seen in their history. Rank 7: Movie 195 - Reason: The comedic ensemble and character-driven story may appeal to the user's enjoyment of light-hearted films like "Parenthood" and "The Breakfast Club." Rank 8: Movie 3836 - Reason: The adventure-comedy blend might not resonate as strongly with the user, who seems to prefer more serious themes in their movie choices. Rank 9: Movie 2683 - Reason: The over-the-top comedy and sci-fi elements may not align with the user's preference for grounded narratives found in their watched films. Rank 10: Movie 342 - Reason: While it has comedic elements, the focus on quirky characters and less dramatic depth may not appeal to the user's established tastes.

Rank 1: Movie 2683 - Reason: This movie combines comedy and adventure with a nostalgic '60s vibe, appealing to the user's enjoyment of lighthearted comedies like "The Brady Bunch Movie" and "Wayne's World 2." Rank 2: Movie 1600 - Reason: The dramatic and romantic elements resonate with the user's appreciation for emotional depth found in films like "Pretty Woman" and "Terms of Endearment." Rank 3: Movie 548 - Reason: The action-packed narrative and thrilling plot align with the user's interest in intense stories, similar to "Saving Private Ryan" and "The Deer Hunter." Rank 4: Movie 2101 - Reason: This film's focus on personal struggle and resilience connects with the user's affinity for character-driven dramas like "Terms of Endearment." Rank 5: Movie 1960 - Reason: The historical drama aspect and complex character arcs appeal to the user's taste for profound storytelling, as seen in "The Deer Hunter." Rank 6: Movie 342 - Reason: The blend of comedy and romance in a coming-of-age story mirrors the user's enjoyment of films like "Big" and "Muriel's Wedding." Rank 7: Movie 3836 - Reason: The combination of adventure and comedy set against a war backdrop resonates with the user's interest in lighthearted yet meaningful narratives like "Kelly's Heroes." Rank 8: Movie 2963 - Reason: The serious themes of struggle and survival might not align well with the user's preference for more uplifting or comedic films. Rank 9: Movie 195 - Reason: While it features Julia Roberts, the film's ensemble drama may lack the romantic focus that the user enjoys in movies like "Pretty Woman." Rank 10: Movie 3081 - Reason: The dark fantasy and thriller elements may not appeal to the user's preference for lighter, comedic films as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.) There are 10 Candidates for recommendation: Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.),, Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.),, Movie 1209:Once Upon a Time in the West (Genres: Western; Language: it; Overview: Widow, harmonica player, and desperado protect land from railroad threat.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 653:DragonHeart (Genres: Fantasy; Language: en; Overview: Knight Bowen confronts dragon Draco while opposing a tyrant king.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1120 - Reason: This movie explores themes of free speech and personal struggle, resonating with the user's interest in complex narratives like "The Usual Suspects" and "The Crying Game." Rank 2: Movie 1356 - Reason: The science fiction and action elements combined with a thrilling storyline align with the user's preference for engaging and thought-provoking films, similar to "Pulp Fiction." Rank 3: Movie 1209 - Reason: This western features intricate character dynamics and moral conflicts, appealing to the user's appreciation for dramatic storytelling as seen in "Who's Afraid of Virginia Woolf?" Rank 4: Movie 2396 - Reason: The romantic and historical aspects of this film connect with the user's enjoyment of romantic narratives like "Notting Hill" and "Pretty in Pink." Rank 5: Movie 2683 - Reason: The comedic adventure and crime elements resonate with the user's enjoyment of lighthearted yet entertaining films like "Sixteen Candles." Rank 6: Movie 1307 - Reason: This film's exploration of relationships and witty dialogue aligns with the user's interest in romantic comedies, similar to "When Harry Met Sally..." Rank 7: Movie 653 - Reason: The fantasy elements and heroic journey may not strongly resonate with the user's historical preference for more grounded dramas and thrillers. Rank 8: Movie 593 - Reason: The psychological thriller aspects and intense character interactions might appeal to the user's taste for complex narratives, akin to "The Usual Suspects." Rank 9: Movie 3471 - Reason: The science fiction theme may not align with the user's primary interest in drama and romance, which are more prominent in their watched films. Rank 10: Movie 1198 - Reason: While adventurous, the action focus may not connect as deeply with the user's preference for character-driven stories found in their favorite films.

Rank 1: Movie 1307 - Reason: This movie explores the complexities of relationships and love, resonating with the user's interest in romantic narratives as seen in their history. Rank 2: Movie 1120 - Reason: The film's focus on free speech and personal struggle aligns with the user's appreciation for intense drama and thought-provoking themes. Rank 3: Movie 593 - Reason: The psychological tension and crime elements in this thriller match the user's taste for gripping narratives, similar to "The Usual Suspects" and "Pulp Fiction." Rank 4: Movie 1356 - Reason: This sci-fi adventure combines action and complex storytelling, appealing to the user's preference for thrilling and imaginative plots. Rank 5: Movie 2683 - Reason: The comedic elements and adventure in this film align with the user's enjoyment of light-hearted yet engaging narratives like "Good Morning, Vietnam." Rank 6: Movie 3471 - Reason: This movie's exploration of human emotion and extraordinary events resonates with the user's interest in drama and thought-provoking stories. Rank 7: Movie 1209 - Reason: The classic Western elements and character-driven narrative may not align closely with the user's preference for contemporary dramas and comedies. Rank 8: Movie 653 - Reason: The fantasy genre and quest narrative might not engage the user as much, given their stronger inclination towards realistic dramas and thrillers. Rank 9: Movie 2396 - Reason: While it has romantic elements, the historical context may not resonate as strongly with the user's preference for modern settings and themes. Rank 10: Movie 1198 - Reason: The action-adventure focus may not appeal to the user as much, given their stronger interest in character-driven dramas and comedies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 1465:Rosewood (Genres: Drama, History; Language: en; Overview: Vigilantes destroy a Florida town following a white woman's lie.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 44:Mortal Kombat (Genres: Action, Fantasy; Language: en; Overview: Three warriors must defeat an evil sorcerer to save Earth.),, Movie 2715:The Velocity of Gary (Genres: Drama, Romance; Language: en; Overview: Love triangle intensifies as Valentino's illness brings them together.),, Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 3060:The Commitments (Genres: Comedy, Drama, Music; Language: en; Overview: Jimmy Rabbitte forms a soul band in Barrytown, Dublin.),, Movie 298:Pushing Hands (Genres: Comedy, Drama; Language: zh; Overview: Elderly Chinese grandfather struggles to adapt in American family.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3060 - Reason: This film's blend of comedy, drama, and music resonates with the user's enjoyment of character-driven narratives, similar to those in "The Shawshank Redemption" and "The Deer Hunter." Rank 2: Movie 298 - Reason: The generational and cultural clash depicted aligns with the user's appreciation for character development and emotional depth, as seen in "The Crying Game." Rank 3: Movie 3081 - Reason: The mystery and thriller elements combined with a dark fantasy setting appeal to the user's interest in complex narratives, akin to "The Silence of the Lambs." Rank 4: Movie 2715 - Reason: This film's exploration of love and personal struggle mirrors themes found in "Love! Valour! Compassion!" and "The Deer Hunter," aligning with the user's taste for emotional dramas. Rank 5: Movie 1465 - Reason: The historical drama and social commentary resonate with the user's interest in impactful storytelling, similar to "The Shawshank Redemption." Rank 6: Movie 3032 - Reason: The post-apocalyptic setting and survival themes connect with the user's enjoyment of science fiction and action, as seen in "Star Wars" and "Indiana Jones." Rank 7: Movie 593 - Reason: The psychological thriller aspects and intense character interactions align with the user's preference for dramatic tension, similar to "The Crying Game." Rank 8: Movie 2396 - Reason: This romantic historical narrative echoes the user's interest in love stories with depth, similar to "Notting Hill." Rank 9: Movie 44 - Reason: The action and fantasy elements may not resonate as strongly with the user, who seems to prefer more character-driven and dramatic narratives. Rank 10: Movie 2683 - Reason: While this film has comedic elements, its focus on absurdity and parody may not align with the user's preference for more serious and grounded storytelling.

Rank 1: Movie 3081 - Reason: This movie combines fantasy, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 593 - Reason: The psychological intensity and crime elements resonate with the user's interest in thrilling narratives, similar to "The Shawshank Redemption." Rank 3: Movie 3060 - Reason: The comedic and musical aspects provide a lighthearted contrast to the user's more dramatic preferences, appealing to their appreciation for character-driven stories. Rank 4: Movie 3032 - Reason: This film's action and science fiction elements align with the user's enjoyment of adventure and thought-provoking narratives, similar to "Star Wars." Rank 5: Movie 298 - Reason: The cultural themes and family dynamics may not resonate deeply with the user's more action-oriented and dramatic preferences. Rank 6: Movie 2683 - Reason: The blend of adventure and comedy offers a humorous take on classic tropes, which may appeal to the user's taste for lighthearted entertainment. Rank 7: Movie 44 - Reason: The action and fantasy elements might not align as closely with the user's preference for character-driven dramas and complex narratives. Rank 8: Movie 2715 - Reason: The love triangle and dramatic themes may not strongly connect with the user's preference for more action-oriented or uplifting stories. Rank 9: Movie 1465 - Reason: The historical drama may lack the thrilling elements that the user enjoys in their preferred films, making it less appealing. Rank 10: Movie 2396 - Reason: The romantic and historical focus may not align with the user's interest in more action-driven or dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1663:Stripes (Genres: Action, Comedy; Language: en; Overview: John Winger, a slacker, impulsively joins the Army after losing everything.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.), Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.) There are 10 Candidates for recommendation: Movie 209:White Man's Burden (Genres: Drama; Language: en; Overview: White worker kidnaps black CEO, seeking justice in reversed society.),, Movie 2545:Relax... It's Just Sex (Genres: Comedy; Language: en; Overview: Bar patrons struggle with acceptance after violent confrontation divides them.),, Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 1980:Friday the 13th Part VII: The New Blood (Genres: Horror, Thriller; Language: en; Overview: Tina's telekinesis unleashes Jason Voorhees, leading to a deadly confrontation.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.),, Movie 2887:Simon Sez (Genres: Action, Comedy, Thriller; Language: en; Overview: Interpol agent aids classmate in rescuing kidnapped software tycoon's daughter.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 878:Bye-Bye (Genres: Drama; Language: en; Overview: Ismaél struggles with grief, guilt, and racism in France.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 209 - Reason: This movie explores themes of racial injustice and societal roles, resonating with the user's interest in deep, character-driven dramas like "The Deer Hunter" and "The Godfather." Rank 2: Movie 878 - Reason: The emotional struggle with grief and guilt in a racially charged environment aligns with the user's appreciation for complex narratives as seen in their history. Rank 3: Movie 2396 - Reason: This film's mix of romance and historical context reflects the user's interest in character relationships, similar to "Say Anything..." and "Pretty in Pink." Rank 4: Movie 1952 - Reason: The gritty survival story in "Midnight Cowboy" mirrors the user's preference for intense dramas like "The Deer Hunter." Rank 5: Movie 2683 - Reason: The comedic adventure and playful nostalgia of "Austin Powers" align with the user's enjoyment of lighthearted films like "Back to the Future." Rank 6: Movie 1387 - Reason: The thrilling and suspenseful elements in "Jaws" connect with the user's interest in intense narratives, similar to "The Deer Hunter." Rank 7: Movie 2545 - Reason: The comedic exploration of acceptance and social issues resonates with the user's enjoyment of character-driven comedies like "The Blues Brothers." Rank 8: Movie 1980 - Reason: The horror and thriller aspects may not align well with the user's preferences for more character-focused and dramatic narratives. Rank 9: Movie 2887 - Reason: This action-comedy may not appeal as much to the user, who seems to prefer deeper stories over straightforward action plots. Rank 10: Movie 1441 - Reason: While it has elements of romance and comedy, the quirky premise may not resonate as strongly with the user's preference for more serious themes.

Rank 1: Movie 1441 - Reason: This film combines elements of comedy, drama, and romance, appealing to the user's interest in heartfelt stories with emotional depth, similar to "Pretty in Pink" and "Say Anything...". Rank 2: Movie 2545 - Reason: The comedic and social themes of acceptance resonate with the user's enjoyment of character-driven narratives found in "The Blues Brothers" and "Groundhog Day". Rank 3: Movie 209 - Reason: This thought-provoking drama addresses social issues, aligning with the user's appreciation for complex narratives as seen in "The Deer Hunter" and "The Godfather". Rank 4: Movie 1387 - Reason: The thrilling adventure and suspense of a shark terrorizing a community connects with the user's taste for intense storytelling, as demonstrated in "Dances with Wolves" and "The Deer Hunter". Rank 5: Movie 2887 - Reason: This action-comedy offers a blend of humor and excitement, appealing to the user's enjoyment of light-hearted films like "Wayne's World 2" and "Stripes". Rank 6: Movie 1980 - Reason: The horror and thriller elements may not align with the user's preferences, as they tend to favor more uplifting and comedic narratives. Rank 7: Movie 2683 - Reason: The comedic adventure and nostalgic references may resonate with the user, but the more absurd elements might not fully align with their typical choices. Rank 8: Movie 878 - Reason: While it presents a serious drama, the heavy themes of grief and racism might not appeal to the user's preference for lighter, more comedic films. Rank 9: Movie 1952 - Reason: The gritty and dark subject matter of survival in a harsh environment may not align with the user's inclination towards more uplifting or comedic stories. Rank 10: Movie 2396 - Reason: The historical romance may not resonate with the user, as they seem to prefer contemporary settings and more comedic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.) There are 10 Candidates for recommendation: Movie 3942:Sorority House Massacre II (Genres: Comedy, Horror, Thriller; Language: en; Overview: Five college women buy haunted house, experience terrifying supernatural events.), Movie 2191:Keep the Aspidistra Flying (Genres: Comedy, Drama, Romance; Language: en; Overview: Gordon quits his job to pursue poetry, faces poverty instead.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 2147:The Clan of the Cave Bear (Genres: Adventure, Drama; Language: en; Overview: Iza saves Ayla, defying tradition; she finds a new home.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 839:The Crow: City of Angels (Genres: Action, Fantasy, Thriller; Language: en; Overview: Murdered father returns to avenge son against Judah's men.),, Movie 3766:Missing in Action (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Chuck Norris fights to rescue American POWs from Vietnam.),, Movie 2251:The Cabinet of Dr. Ramirez (Genres: ; Language: fr; Overview: Please provide the overview you'd like to have summarized.),, Movie 580:Princess Caraboo (Genres: Comedy, Drama, History, Mystery; Language: en; Overview: Beautiful stranger claims to be princess; reporter investigates her identity.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 580 - Reason: This movie blends comedy and mystery, appealing to the user's taste for intriguing narratives similar to "The Usual Suspects." Rank 2: Movie 2147 - Reason: The adventure and drama elements resonate with the user's appreciation for character-driven stories like "Indiana Jones and the Last Crusade." Rank 3: Movie 3081 - Reason: The fantasy and thriller aspects align with the user's interest in complex, suspenseful plots as seen in "Batman Forever." Rank 4: Movie 839 - Reason: This action-packed fantasy film features themes of revenge, which mirrors the user's enjoyment of intense narratives like "The Usual Suspects." Rank 5: Movie 1198 - Reason: The adventure and action elements cater to the user's love for thrilling escapades, similar to "Indiana Jones and the Last Crusade." Rank 6: Movie 3942 - Reason: The blend of comedy and horror offers a unique twist that contrasts with the user's usual preferences, making it less appealing. Rank 7: Movie 3766 - Reason: While action and adventure are present, the war theme may not resonate as strongly with the user's typical choices in drama and romance. Rank 8: Movie 2251 - Reason: The lack of a clear genre or overview may not engage the user's interest as effectively as more defined narratives. Rank 9: Movie 2191 - Reason: The focus on poetry and poverty may not align well with the user's preference for more dynamic and engaging storylines. Rank 10: Movie 2396 - Reason: Although it features romance and history, the more subdued tone may not match the user's preference for lively and dramatic narratives.

Rank 1: Movie 839 - Reason: The dark themes of vengeance and supernatural elements resonate with the user's interest in crime and thriller narratives like "The Usual Suspects." Rank 2: Movie 3942 - Reason: This film's blend of comedy and horror may appeal to the user's taste for unique storytelling, as seen in their enjoyment of "Pretty Woman." Rank 3: Movie 3766 - Reason: The action-packed storyline and themes of heroism align with the user's preference for adventure and thrilling experiences, similar to "Indiana Jones and the Last Crusade." Rank 4: Movie 2396 - Reason: The romantic and historical elements reflect the user's appreciation for complex relationships, akin to "Gone with the Wind." Rank 5: Movie 2147 - Reason: The adventure and drama in this film may attract the user, as they enjoy character-driven stories like "One Flew Over the Cuckoo's Nest." Rank 6: Movie 3081 - Reason: The blend of mystery and thriller aligns with the user's interest in psychological narratives, similar to "The Usual Suspects." Rank 7: Movie 2251 - Reason: The film's unique premise may not resonate with the user, given their preference for more mainstream narratives. Rank 8: Movie 2191 - Reason: The exploration of artistic ambition and struggles may appeal to the user, but it lacks the strong romantic elements they seem to favor. Rank 9: Movie 580 - Reason: The historical mystery aspect might not align with the user's interests as strongly as their preference for more straightforward romantic comedies. Rank 10: Movie 1198 - Reason: While the adventure is appealing, the film's action focus may not resonate as much with the user's preference for character-driven dramas and romances.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 1811:Niagara, Niagara (Genres: Drama, Romance; Language: en; Overview: Marcie and Seth embark on a quirky shoplifting road trip.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 3886:Steal This Movie (Genres: Drama; Language: en; Overview: Abbie Hoffman exposes FBI's covert actions against the Left.), Movie 2666:It Conquered the World (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Venusian alien allies with disillusioned scientist to conquer Earth.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 449:Fear of a Black Hat (Genres: Comedy; Language: en; Overview: Mockumentary humorously chronicles N.W.H.'s rise, fall, and resurrection.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3471 - Reason: This movie combines science fiction, drama, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 902 - Reason: The romantic and comedic elements, along with the character-driven narrative, resonate with the user's appreciation for character relationships found in films like "Terms of Endearment." Rank 3: Movie 3886 - Reason: The political themes and dramatic storytelling reflect the user's interest in thought-provoking narratives, similar to "The Usual Suspects." Rank 4: Movie 2683 - Reason: This film's blend of adventure and comedy mirrors the user's enjoyment of action-packed narratives with humor, as seen in "Indiana Jones and the Last Crusade." Rank 5: Movie 1811 - Reason: The quirky road trip and romantic elements align with the user's taste for unique storytelling found in films like "Raising Arizona." Rank 6: Movie 1198 - Reason: The adventurous spirit and action-packed sequences appeal to the user's love for thrilling escapades, evident in their enjoyment of "Indiana Jones and the Last Crusade." Rank 7: Movie 449 - Reason: The mockumentary style and comedic approach to a music theme resonate with the user's enjoyment of comedies like "The Blues Brothers." Rank 8: Movie 593 - Reason: The intense psychological thriller aspects align with the user's appreciation for gripping narratives, similar to "The Usual Suspects." Rank 9: Movie 2396 - Reason: While it features romance and history, the more subdued tone may not align with the user's preference for more dynamic storytelling. Rank 10: Movie 2666 - Reason: The horror elements and science fiction may not resonate with the user's demonstrated preference for drama and comedy genres.

Rank 1: Movie 3471 - Reason: This movie combines science fiction and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2683 - Reason: The adventurous and comedic elements resonate with the user's enjoyment of crime and comedy films like "A Fish Called Wanda" and "Raising Arizona." Rank 3: Movie 2396 - Reason: The historical and romantic aspects reflect the user's appreciation for character-driven stories, similar to "Terms of Endearment." Rank 4: Movie 449 - Reason: The mockumentary style and comedic take on music culture align with the user's enjoyment of comedies like "The Blues Brothers." Rank 5: Movie 1198 - Reason: This adventure film features action and historical elements that match the user's interest in "Indiana Jones and the Last Crusade." Rank 6: Movie 2666 - Reason: The horror and science fiction blend offers a thrilling narrative that might intrigue the user, despite their less frequent engagement with horror. Rank 7: Movie 902 - Reason: The romantic and comedic themes resonate with the user's appreciation for character relationships as seen in "The Breakfast Club." Rank 8: Movie 593 - Reason: The psychological thriller aspect aligns with the user's interest in intense narratives, similar to "The Usual Suspects." Rank 9: Movie 3886 - Reason: This drama may not strongly align with the user's preference for more lighthearted or comedic films, as seen in their history. Rank 10: Movie 1811 - Reason: The quirky road trip narrative might not appeal to the user as much, given their preference for more structured storylines in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.) There are 10 Candidates for recommendation: Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1310:Hype! (Genres: Documentary, Music; Language: en; Overview: Seattle's music scene blends punk, metal, and innovation, inspiring success.),, Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.),, Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 715:The Horseman on the Roof (Genres: War, Adventure, Drama, Romance; Language: en; Overview: A young officer aids a woman in finding her husband.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 3943:Bamboozled (Genres: Comedy, Drama; Language: en; Overview: Producer's terrible minstrel show unexpectedly becomes a hit satire.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1046 - Reason: This film explores themes of love and self-discovery, resonating with the user's appreciation for character-driven narratives as seen in "Moonstruck" and "One Flew Over the Cuckoo's Nest." Rank 2: Movie 1198 - Reason: The adventure and action elements, along with a strong protagonist, align with the user's enjoyment of thrilling and heroic stories like "Batman Forever." Rank 3: Movie 2396 - Reason: The intertwining of romance and history in a tragic context mirrors the user's interest in complex emotional narratives, akin to "Raising Arizona" and "Cruel Intentions." Rank 4: Movie 715 - Reason: This film combines adventure and romance, appealing to the user's taste for dramatic journeys and relationships, similar to "Moonstruck" and "The Horseman on the Roof." Rank 5: Movie 1310 - Reason: The documentary aspect of Seattle's music scene may intrigue the user, reflecting their interest in cultural narratives as seen in "Prizzi's Honor." Rank 6: Movie 3943 - Reason: The satirical take on societal issues aligns with the user's preference for thought-provoking comedies, reminiscent of "Pulp Fiction" and "Raising Arizona." Rank 7: Movie 2541 - Reason: The blend of drama and romance with a thrilling edge resonates with the user's enjoyment of complex relationships, as seen in "Who's Afraid of Virginia Woolf?" Rank 8: Movie 1633 - Reason: While it features strong dramatic elements, the slower pace may not fully engage the user, who prefers more dynamic narratives like "Platoon." Rank 9: Movie 902 - Reason: The romantic comedy elements may not align with the user's preference for more intense and dramatic stories, contrasting with their favorites like "One Flew Over the Cuckoo's Nest." Rank 10: Movie 3471 - Reason: The science fiction focus may not resonate as strongly with the user's preference for character-driven dramas and comedies, making it less appealing compared to their top choices.

Rank 1: Movie 2541 - Reason: This movie's exploration of complex relationships and moral dilemmas aligns with the user's interest in dramatic narratives, as seen in their preference for films like "One Flew Over the Cuckoo's Nest." Rank 2: Movie 1198 - Reason: The adventurous spirit and action-packed sequences resonate with the user's enjoyment of thrilling action films like "Batman Forever." Rank 3: Movie 1633 - Reason: The emotional depth and familial themes in this drama connect with the user's appreciation for character-driven stories, similar to "Platoon." Rank 4: Movie 902 - Reason: This romantic comedy features intricate relationships and personal growth, appealing to the user's taste for character development as seen in "Moonstruck." Rank 5: Movie 3471 - Reason: The blend of science fiction and drama in this film aligns with the user's interest in thought-provoking narratives, reminiscent of "Pulp Fiction." Rank 6: Movie 1310 - Reason: The documentary's focus on the music scene captures the user's appreciation for cultural exploration, similar to the eclectic nature of "Raising Arizona." Rank 7: Movie 1046 - Reason: The coming-of-age story and exploration of young love resonate with the user's affinity for romantic and comedic elements, as seen in "Big." Rank 8: Movie 715 - Reason: The historical and dramatic elements in this film may not align as closely with the user's preferences for more contemporary narratives. Rank 9: Movie 2396 - Reason: While the romantic and historical aspects are interesting, the film's slower pace may not appeal as much to the user's preference for more dynamic storytelling. Rank 10: Movie 3943 - Reason: The satirical approach and social commentary might not resonate with the user's enjoyment of more straightforward narratives like those in "Batman Forever."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.) There are 10 Candidates for recommendation: Movie 2545:Relax... It's Just Sex (Genres: Comedy; Language: en; Overview: Bar patrons struggle with acceptance after violent confrontation divides them.),, Movie 671:Mystery Science Theater 3000: The Movie (Genres: Comedy, Science Fiction; Language: en; Overview: Evil scientist plans to torment Mike Nelson with terrible movie.),, Movie 3903:Urbania (Genres: Romance, Drama; Language: en; Overview: Charlie navigates grief through encounters and stories in NYC.), Movie 180:Mallrats (Genres: Romance, Comedy; Language: en; Overview: Two best friends, dumped, find solace at the local mall.),, Movie 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.),, Movie 2033:The Black Cauldron (Genres: Animation; Language: en; Overview: Taran must rescue Hen Wen from the evil Horned King.),, Movie 128:Jupiter's Wife (Genres: ; Language: en; Overview: Filmmaker Michel explores Maggie's eccentric stories to uncover her past.),, Movie 2121:Cujo (Genres: Horror, Thriller; Language: en; Overview: Rabid St. Bernard Cujo terrorizes a small American town.),, Movie 3390:Shanghai Surprise (Genres: Adventure; Language: en; Overview: Fortune hunter and nurse seek stolen opium in Shanghai's chaos.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2396 - Reason: This film intertwines romance and history, appealing to the user's appreciation for dramatic narratives, as seen in "Schindler's List" and "Out of Africa." Rank 2: Movie 671 - Reason: The comedic and absurd elements resonate with the user's enjoyment of humor in films like "The Breakfast Club" and "Ferris Bueller's Day Off." Rank 3: Movie 2121 - Reason: The horror and thriller aspects provide a gripping narrative, which aligns with the user's interest in intense storytelling found in "Schindler's List." Rank 4: Movie 180 - Reason: This romantic comedy about friendship and heartbreak mirrors the user's enjoyment of relationship dynamics in "Pretty Woman" and "The Wedding Singer." Rank 5: Movie 3903 - Reason: The exploration of grief and romance connects with the user's interest in emotional depth, similar to "Out of Africa" and "Pretty Woman." Rank 6: Movie 3390 - Reason: The adventure theme and chaotic setting may appeal to the user's taste for action and excitement, as seen in "Indiana Jones and the Last Crusade." Rank 7: Movie 2545 - Reason: The comedic elements and themes of acceptance resonate with the user's appreciation for humor and character-driven stories, similar to "Good Morning, Vietnam." Rank 8: Movie 11 - Reason: The blend of comedy, drama, and romance aligns with the user's enjoyment of relationship-focused narratives, as seen in "The Wedding Singer" and "Pretty Woman." Rank 9: Movie 128 - Reason: The film's exploration of eccentric stories may not align with the user's preference for more structured narratives found in their watched movies. Rank 10: Movie 2033 - Reason: The animated fantasy elements might not resonate with the user's historical and dramatic preferences, as seen in their interest in more serious films.

Rank 1: Movie 2545 - Reason: This comedy tackles themes of acceptance and social dynamics, which resonates with the user's interest in character-driven narratives as seen in their history. Rank 2: Movie 2396 - Reason: The romantic and historical elements mirror the user's appreciation for love stories intertwined with personal growth, similar to "Pretty Woman." Rank 3: Movie 3903 - Reason: This film's exploration of grief and relationships aligns with the user's interest in emotional and romantic narratives, akin to "The Wedding Singer." Rank 4: Movie 2033 - Reason: The adventure and fantasy elements may appeal to the user's enjoyment of action-packed narratives like "Indiana Jones and the Last Crusade." Rank 5: Movie 671 - Reason: The comedic and satirical take on film aligns with the user's enjoyment of humor in movies like "Good Morning, Vietnam." Rank 6: Movie 3390 - Reason: The adventure aspect and chaotic setting may resonate with the user's taste for engaging narratives seen in "Indiana Jones." Rank 7: Movie 128 - Reason: The documentary style and personal storytelling might not align with the user's preference for more traditional narratives found in their watched movies. Rank 8: Movie 11 - Reason: While it combines romance and drama, the political backdrop may not appeal as much to the user, who prefers lighter or more straightforward romantic comedies. Rank 9: Movie 2121 - Reason: The horror and thriller elements diverge significantly from the user's preference for drama and romance, making it less appealing. Rank 10: Movie 180 - Reason: Although it features romance and comedy, the mall setting and teenage angst may not resonate as strongly with the user's more mature movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.) There are 10 Candidates for recommendation: Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 1526:Fathers' Day (Genres: Comedy, Family; Language: en; Overview: Scott runs away; two men search for him, claiming fatherhood.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 2859:Stop Making Sense (Genres: Documentary, Music; Language: en; Overview: David Byrne performs with Talking Heads in energetic concert film.),, Movie 2487:Blood, Guts, Bullets and Octane (Genres: Action, Comedy, Thriller; Language: en; Overview: Two men hustle a cherry convertible, attracting dangerous trouble.),, Movie 2891:Happy, Texas (Genres: Comedy, Crime; Language: en; Overview: Two convicts pose as consultants in mistaken identity comedy.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.),, Movie 3203:Dead Calm (Genres: Crime, Thriller, Horror, Drama; Language: en; Overview: Couple's sailing trip leads to mysterious survivor and chilling encounter.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2487 - Reason: This movie combines action and comedy, appealing to the user's enjoyment of lighthearted yet thrilling narratives as seen in their history. Rank 2: Movie 1307 - Reason: The romantic comedy elements and exploration of relationships resonate with the user's preference for films like "Pretty Woman" and "Notting Hill." Rank 3: Movie 3147 - Reason: The blend of fantasy and drama, alongside a profound moral story, aligns with the user's appreciation for thought-provoking narratives like "Platoon." Rank 4: Movie 2859 - Reason: The energetic musical documentary offers a unique experience that could attract the user's interest in creative storytelling, similar to "Groundhog Day." Rank 5: Movie 902 - Reason: The romantic complications and character dynamics echo the user's fondness for romantic dramas like "Moonstruck" and "Broadcast News." Rank 6: Movie 3471 - Reason: The science fiction elements and dramatic storytelling match the user's interest in complex narratives, reminiscent of "The Graduate." Rank 7: Movie 2891 - Reason: The mistaken identity comedy aligns with the user's enjoyment of quirky humor found in films like "Raising Arizona." Rank 8: Movie 1526 - Reason: The family comedy aspect may not resonate as strongly with the user, who seems to prefer romantic and dramatic themes. Rank 9: Movie 3203 - Reason: The thriller and horror elements might not align well with the user's preference for lighter romantic comedies and dramas. Rank 10: Movie 3081 - Reason: The dark fantasy and mystery themes may not appeal to the user, who generally favors more romantic and comedic narratives.

Rank 1: Movie 3471 - Reason: This movie combines science fiction and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3081 - Reason: The blend of fantasy and thriller in this film resonates with the user's interest in intense narratives, similar to the moral dilemmas faced in "Platoon." Rank 3: Movie 1307 - Reason: This romantic comedy explores relationships over time, echoing the user's enjoyment of romantic dynamics in films like "Pretty Woman." Rank 4: Movie 2487 - Reason: The action-comedy elements and the hustle theme may appeal to the user's appreciation for quirky narratives, as seen in "Raising Arizona." Rank 5: Movie 3147 - Reason: The supernatural and emotional depth in this drama aligns with the user's interest in character-driven stories like "The Graduate." Rank 6: Movie 3203 - Reason: The suspenseful and chilling atmosphere in this thriller may attract the user, reflecting their taste for intense storytelling. Rank 7: Movie 902 - Reason: This classic romantic comedy features complicated relationships, similar to the user's enjoyment of romance in "Notting Hill." Rank 8: Movie 1526 - Reason: The family-oriented comedy may not resonate as strongly with the user, who prefers more romantic or dramatic narratives. Rank 9: Movie 2891 - Reason: The mistaken identity theme in this crime comedy might not align with the user's preference for more grounded romantic stories. Rank 10: Movie 2859 - Reason: As a documentary, it may not appeal to the user who tends to favor narrative-driven films with strong character arcs.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 645:Nelly and Monsieur Arnaud (Genres: Drama, Romance; Language: fr; Overview: Nelly works for Arnaud, faces jealousy over her new romance.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 186:Nine Months (Genres: Comedy; Language: en; Overview: Commitment-phobe faces lifestyle changes after girlfriend reveals pregnancy.),, Movie 2463:Ruthless People (Genres: Comedy; Language: en; Overview: Couple kidnaps businessman's wife, unaware he's pleased by it.),, Movie 3688:Porky's (Genres: Comedy; Language: en; Overview: In 1954, teens seek revenge on nightclub owner and sheriff.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3688 - Reason: This comedy captures the rebellious spirit of youth, which resonates with the user's enjoyment of lighthearted narratives like "Groundhog Day" and "Caddyshack." Rank 2: Movie 1441 - Reason: The blend of comedy and romance in this film aligns with the user's appreciation for character-driven stories, similar to "The Graduate" and "Outside Providence." Rank 3: Movie 645 - Reason: This drama explores complex relationships and emotional depth, appealing to the user's interest in nuanced storytelling as seen in "The Crying Game" and "Do the Right Thing." Rank 4: Movie 3471 - Reason: The science fiction and mystery elements in this film align with the user's taste for thought-provoking narratives, akin to the moral dilemmas presented in "Platoon." Rank 5: Movie 593 - Reason: The psychological thriller aspect and intense character dynamics resonate with the user's preference for gripping narratives, similar to "The Crying Game." Rank 6: Movie 2826 - Reason: This adventure film's action and fantasy elements align with the user's enjoyment of thrilling narratives, reminiscent of "Batman Forever." Rank 7: Movie 186 - Reason: This comedy about unexpected life changes mirrors the humorous yet poignant themes found in "Groundhog Day" and "Caddyshack." Rank 8: Movie 2000 - Reason: The blend of action and comedy in this film reflects the user's enjoyment of dynamic storytelling, similar to "Batman Forever" and "Lethal Weapon." Rank 9: Movie 2463 - Reason: This comedy may not resonate as strongly with the user due to its more absurd premise compared to their preference for more grounded narratives. Rank 10: Movie 1307 - Reason: While a classic romantic comedy, it might not align as closely with the user's taste for more dramatic and complex relationships seen in "The Graduate."

Rank 1: Movie 3471 - Reason: This movie combines science fiction, drama, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 593 - Reason: The psychological tension and crime elements resonate with the user's interest in intense narratives, similar to "The Crying Game" and "Platoon." Rank 3: Movie 1307 - Reason: The romantic comedy aspect and exploration of relationships align with the user's enjoyment of character-driven stories like "Groundhog Day" and "The Graduate." Rank 4: Movie 1441 - Reason: The unique blend of comedy and romance, along with a focus on mental health, appeals to the user's appreciation for character depth, as seen in "Love! Valour! Compassion!" Rank 5: Movie 2000 - Reason: The action-comedy mix and buddy-cop dynamics resonate with the user's enjoyment of action films like "Batman Forever." Rank 6: Movie 186 - Reason: The comedic take on commitment and relationships aligns with the user's interest in romantic comedies, reminiscent of "Groundhog Day." Rank 7: Movie 2463 - Reason: The dark humor and crime elements may not align closely with the user's preferences, which lean more towards heartfelt narratives. Rank 8: Movie 645 - Reason: The drama and romance may appeal to the user, but the slower pace and subtler themes might not fully match their more action-oriented tastes. Rank 9: Movie 3688 - Reason: The raunchy humor and teenage antics may not resonate with the user, who seems to prefer more sophisticated narratives. Rank 10: Movie 2826 - Reason: The fantasy action elements may not align with the user's preferences, which lean more towards character-driven dramas and comedies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.) There are 10 Candidates for recommendation: Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 709:Oliver & Company (Genres: Animation, Comedy, Family; Language: en; Overview: Kitten Oliver navigates New York, befriends dogs, and finds Jenny.),, Movie 394:Coldblooded (Genres: Action, Comedy; Language: en; Overview: Mob bookie becomes hitman, falls in love, seeks freedom.),, Movie 3483:The Road to El Dorado (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Two con-men find El Dorado, face choice of exploitation.),, Movie 3135:The Great Santini (Genres: Drama; Language: en; Overview: Ben Meechum seeks his father's approval as he matures.),, Movie 100:City Hall (Genres: Drama, Thriller; Language: en; Overview: Accidental shooting sparks investigation, leading to unexpected consequences.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 3633:On Her Majesty's Secret Service (Genres: Adventure, Action, Thriller; Language: en; Overview: Bond pursues Blofeld, marries Tracy, and skis in the Alps.), Movie 2976:Bringing Out the Dead (Genres: Drama; Language: en; Overview: Burnt-out paramedic struggles with guilt and seeks escape from duties.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3633 - Reason: The adventurous and action-packed elements of this Bond film align with the user's enjoyment of action and crime genres, as seen in "Batman Forever." Rank 2: Movie 1307 - Reason: This romantic comedy explores deep relationships and witty dialogue, resonating with the user's appreciation for character-driven stories like "Moonstruck." Rank 3: Movie 709 - Reason: The charming and family-friendly adventure in this animated film matches the user's interest in light-hearted stories, similar to "The Brady Bunch Movie." Rank 4: Movie 1633 - Reason: The emotional depth and familial themes in this drama connect with the user's taste for complex narratives, as shown in "The Graduate." Rank 5: Movie 2976 - Reason: The exploration of guilt and personal struggle in this drama reflects the user's interest in character-driven stories, akin to "Sweet and Lowdown." Rank 6: Movie 3483 - Reason: This animated adventure combines humor and exploration, appealing to the user's enjoyment of adventure and comedy, as seen in "Romancing the Stone." Rank 7: Movie 3135 - Reason: The coming-of-age themes and family dynamics in this drama resonate with the user's preference for character-focused narratives, similar to "Bull Durham." Rank 8: Movie 100 - Reason: The thriller aspect and investigative plot may not align with the user's preference for more character-driven or comedic narratives. Rank 9: Movie 1198 - Reason: While this action-adventure is iconic, it may not resonate as strongly with the user's preference for character-driven stories over pure action. Rank 10: Movie 394 - Reason: The darker themes and focus on crime may not appeal to the user's taste for lighter, more comedic films as seen in their history.

Rank 1: Movie 394 - Reason: This movie combines action and comedy elements, appealing to the user's enjoyment of entertaining narratives like "Batman Forever" and "Romancing the Stone." Rank 2: Movie 3135 - Reason: The coming-of-age drama and family dynamics resonate with the user's appreciation for character-driven stories, similar to "The Graduate." Rank 3: Movie 709 - Reason: The animated adventure and comedic aspects align with the user's taste for lighthearted family-friendly films, reminiscent of "The Brady Bunch Movie." Rank 4: Movie 100 - Reason: The thriller elements and moral complexities in this drama may attract the user, reflecting their interest in intense narratives like "The Godfather." Rank 5: Movie 1633 - Reason: The familial themes and drama surrounding the elderly beekeeper's struggles connect with the user's preference for heartfelt stories, akin to "Moonstruck." Rank 6: Movie 3633 - Reason: The adventure and action-packed sequences in this Bond film appeal to the user's love for thrilling escapades, similar to "Raiders of the Lost Ark." Rank 7: Movie 2976 - Reason: The exploration of guilt and personal struggles in this drama may not align with the user's preference for more uplifting narratives seen in their history. Rank 8: Movie 3483 - Reason: The comedic adventure and themes of friendship resonate with the user's enjoyment of lighthearted films like "Bull Durham." Rank 9: Movie 1198 - Reason: While this adventure film is iconic, its darker themes may not match the user's preference for more comedic and romantic narratives. Rank 10: Movie 1307 - Reason: The dialogue-driven exploration of relationships may not appeal as much to the user, who seems to prefer more action and adventure-oriented stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 745:A Close Shave (Genres: Family, Animation, Comedy; Language: en; Overview: Wallace loves Wendolene, unaware of her sheep-rustling schemes.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 1131:Jean de Florette (Genres: Drama; Language: fr; Overview: Old man covets neighbor's spring water, disregarding their suffering.),, Movie 3683:Blood Simple (Genres: Crime, Drama, Thriller; Language: en; Overview: Bar owner discovers wife's affair; chaos ensues from revenge plot.), Movie 989:Brother of Sleep (Genres: Drama; Language: de; Overview: Talented individuals in Alps experience decline in unique skills.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1131 - Reason: The dramatic tension and moral complexities in this film resonate with the user's appreciation for intense, character-driven narratives like "Schindler's List" and "Platoon." Rank 2: Movie 1441 - Reason: The blend of comedy and romance, along with the exploration of mental health, aligns with the user's enjoyment of heartfelt stories seen in "Terms of Endearment" and "Notting Hill." Rank 3: Movie 3683 - Reason: The crime and thriller elements, combined with a focus on personal conflict, match the user's interest in darker, more intense narratives like "Platoon." Rank 4: Movie 902 - Reason: The romantic and comedic elements, along with the character's complexities, connect well with the user's affinity for romantic comedies like "Notting Hill" and "Broadcast News." Rank 5: Movie 1633 - Reason: The family drama and themes of sacrifice resonate with the user's preference for emotional depth found in films like "Terms of Endearment." Rank 6: Movie 2683 - Reason: The comedic adventure and quirky characters align with the user's enjoyment of light-hearted films like "Caddyshack" and "Ferris Bueller's Day Off." Rank 7: Movie 745 - Reason: The charming animation and comedic elements may appeal to the user's taste for family-friendly humor, similar to "Caddyshack." Rank 8: Movie 989 - Reason: The introspective drama may not strongly resonate with the user's preference for more dynamic narratives seen in their top choices. Rank 9: Movie 3081 - Reason: The dark fantasy and thriller aspects may diverge from the user's typical preference for more grounded, character-focused stories. Rank 10: Movie 2396 - Reason: The historical romance may not align with the user's stronger inclination towards contemporary settings and comedic elements.

Rank 1: Movie 1441 - Reason: The blend of comedy, drama, and romance in a unique story about mental illness aligns with the user's appreciation for character-driven narratives, as seen in their history. Rank 2: Movie 1131 - Reason: This drama explores deep human emotions and moral dilemmas, resonating with the user's interest in impactful stories like "Schindler's List" and "Platoon." Rank 3: Movie 2396 - Reason: The romantic and historical elements intertwined with Shakespeare's creative struggles appeal to the user's taste for complex narratives found in films like "Terms of Endearment." Rank 4: Movie 3683 - Reason: The crime and thriller aspects, combined with a dark narrative, connect with the user's preference for intense and thought-provoking stories, similar to "Platoon." Rank 5: Movie 2683 - Reason: This comedic adventure with a retro theme aligns with the user's enjoyment of lighthearted films like "Ferris Bueller's Day Off" and "Caddyshack." Rank 6: Movie 902 - Reason: The romantic comedy elements and character complexities resonate with the user's interest in love stories, as seen in "Notting Hill" and "Terms of Endearment." Rank 7: Movie 745 - Reason: The family-friendly animation and comedic elements provide a light-hearted experience, which might be less appealing compared to the user's preference for more serious themes. Rank 8: Movie 989 - Reason: The dramatic narrative about decline and talent may not align with the user's preference for more uplifting or engaging stories found in their favorites. Rank 9: Movie 3081 - Reason: While it has elements of mystery and drama, the darker fantasy theme may not resonate as strongly with the user's preference for more relatable or comedic narratives. Rank 10: Movie 1633 - Reason: Although it is a drama, the focus on darker themes and familial struggle might not match the user's inclination towards more uplifting or comedic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1663:Stripes (Genres: Action, Comedy; Language: en; Overview: John Winger, a slacker, impulsively joins the Army after losing everything.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.) There are 10 Candidates for recommendation: Movie 3611:Saludos Amigos (Genres: Animation, Family; Language: en; Overview: Disney staff tours South America, leading to animated adventures.), Movie 419:The Beverly Hillbillies (Genres: Comedy; Language: en; Overview: Jed Clampett moves to Beverly Hills, attracting con artists seeking fortune.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 1422:Murder at 1600 (Genres: Action, Drama, Mystery, Thriller, Crime; Language: en; Overview: Detective investigates secretary's murder amidst international crisis, uncovering conspiracy.),, Movie 535:Short Cuts (Genres: Comedy, Drama; Language: en; Overview: Altman's multi-character film explores American culture's emotional spectrum profoundly.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 1442:Prefontaine (Genres: Drama, Romance; Language: en; Overview: Steve Prefontaine: legendary track star, rebel, record breaker, inspiring icon.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3471 - Reason: This movie combines science fiction and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1442 - Reason: The inspiring story of a legendary athlete resonates with the user's appreciation for character-driven narratives found in films like "The Shawshank Redemption." Rank 3: Movie 1441 - Reason: The romantic and quirky elements of this film appeal to the user's interest in character relationships, similar to "The Wedding Singer." Rank 4: Movie 593 - Reason: The psychological intensity and thriller aspects match the user's taste for suspenseful narratives, akin to "The Usual Suspects." Rank 5: Movie 3611 - Reason: This family-friendly animated film may not align with the user's preference for more serious or dramatic themes seen in their history. Rank 6: Movie 535 - Reason: The exploration of American culture through multiple characters resonates with the user's interest in diverse storytelling, similar to "The Deer Hunter." Rank 7: Movie 1307 - Reason: The romantic comedy elements and exploration of relationships align well with the user's enjoyment of films like "The Wedding Singer." Rank 8: Movie 2683 - Reason: The comedic and adventurous tone may not appeal to the user's preference for more serious or dramatic narratives as seen in their history. Rank 9: Movie 1422 - Reason: The action and mystery elements might not resonate as strongly with the user's preference for character-driven dramas. Rank 10: Movie 419 - Reason: The lighthearted comedy may not align with the user's interest in more dramatic and thought-provoking films.

Rank 1: Movie 2683 - Reason: This movie combines adventure and comedy with a retro vibe, appealing to the user's enjoyment of engaging narratives like "The Usual Suspects" and "The Shawshank Redemption." Rank 2: Movie 3471 - Reason: The blend of science fiction and drama, along with its thought-provoking themes, aligns with the user's preference for complex storytelling as seen in their history. Rank 3: Movie 593 - Reason: The psychological intensity and crime elements resonate with the user's interest in thrillers and crime dramas, similar to "The Usual Suspects." Rank 4: Movie 3611 - Reason: The family-friendly animation and cultural exploration provide a light-hearted contrast to the user's usual darker themes, which may not align closely with their preferences. Rank 5: Movie 1307 - Reason: The romantic comedy aspect and exploration of relationships over time connect with the user's appreciation for character-driven narratives like "The Wedding Singer." Rank 6: Movie 535 - Reason: The multi-character exploration of American culture offers a profound emotional spectrum, appealing to the user's taste for complex dramas like "The Deer Hunter." Rank 7: Movie 1422 - Reason: The investigative thriller elements and strong narrative may intrigue the user, though it may not resonate as deeply as their top-ranked films. Rank 8: Movie 1442 - Reason: While the inspirational story of a legendary athlete may have some appeal, it lacks the intense drama and crime elements that the user typically enjoys. Rank 9: Movie 419 - Reason: The comedic premise and light-hearted nature may not align well with the user's preference for serious dramas and thrillers. Rank 10: Movie 1441 - Reason: The quirky romantic comedy may not resonate with the user's interest in more intense and dramatic narratives as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.) There are 10 Candidates for recommendation: Movie 2469:Peggy Sue Got Married (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Peggy Sue faints, wakes in her past before graduation.),, Movie 3492:The Son of the Sheik (Genres: Adventure, Drama, Action, Romance; Language: en; Overview: Ahmed loves Yasmin; her gang captures him for ransom.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 1123:A Perfect Candidate (Genres: Documentary; Language: en; Overview: Filmmakers document Oliver North's Senate campaign, highlighting mudslinging and strategy.),, Movie 2459:The Texas Chain Saw Massacre (Genres: Horror; Language: en; Overview: Five friends are hunted by a chainsaw-wielding killer family.),, Movie 1249:La Femme Nikita (Genres: Action, Thriller; Language: fr; Overview: Beautiful felon becomes secret assassin after life sentence for murder.),, Movie 2119:Maximum Overdrive (Genres: Action, Drama, Horror, Science Fiction; Language: en; Overview: Comet triggers machines' rampage; survivors fight homicidal 18-wheelers.),, Movie 1335:Blood Beach (Genres: Science Fiction, Horror, Comedy; Language: en; Overview: Mysterious creature attacks beachgoers; old friends search for answers.),, Movie 3347:Never Cry Wolf (Genres: Action, Adventure, Drama; Language: en; Overview: Farley Mowat discovers wolves' true role in the ecosystem.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2459 - Reason: This film's intense horror elements and survival themes may appeal to the user's interest in dramatic and thrilling narratives, contrasting with their usual genres. Rank 2: Movie 2469 - Reason: The blend of comedy, drama, and fantasy in a nostalgic setting aligns with the user's appreciation for romantic and comedic elements in films like "Pretty Woman" and "Sixteen Candles." Rank 3: Movie 1335 - Reason: The mix of horror and comedy, along with a mysterious plot, resonates with the user's enjoyment of unique storytelling, as seen in "A Fish Called Wanda." Rank 4: Movie 3347 - Reason: This adventure drama's exploration of nature and ecological themes may intrigue the user, connecting to the deeper narratives found in "Out of Africa." Rank 5: Movie 1715 - Reason: The dark comedy and thriller aspects may attract the user who enjoys complex character dynamics and unexpected twists, similar to "Who's Afraid of Virginia Woolf?" Rank 6: Movie 2119 - Reason: The action-packed horror elements and survival theme may resonate with the user's taste for thrilling narratives, akin to the intensity of "Run Lola Run." Rank 7: Movie 1249 - Reason: The action and thriller elements may appeal to the user, although the darker themes might diverge from their usual preferences for romance and comedy. Rank 8: Movie 3492 - Reason: The romantic adventure may not align closely with the user's typical preferences, as it combines action with a less familiar historical context. Rank 9: Movie 1307 - Reason: While it features romance and comedy, the dialogue-heavy format may not align with the user's preference for more dynamic storytelling found in their favorite films. Rank 10: Movie 1123 - Reason: As a documentary, it may not resonate with the user's preference for narrative-driven films, which are more prevalent in their watching history.

Rank 1: Movie 2459 - Reason: This horror classic offers intense suspense and a raw, gritty atmosphere that could appeal to the user's taste for dramatic and impactful storytelling, similar to their appreciation for films like "One Flew Over the Cuckoo's Nest." Rank 2: Movie 1123 - Reason: The documentary's exploration of political strategy and controversy aligns with the user's interest in thought-provoking narratives, akin to the complex themes found in "Who's Afraid of Virginia Woolf?" Rank 3: Movie 3347 - Reason: This adventure drama's focus on ecological themes and personal discovery resonates with the user's appreciation for deeper narratives, similar to "Out of Africa." Rank 4: Movie 1249 - Reason: The film's blend of action and thriller elements, along with a strong female lead, may attract the user who enjoys character-driven stories like "Sweet and Lowdown." Rank 5: Movie 1715 - Reason: The dark comedy aspect of this film, combined with elements of horror, could appeal to the user's taste for unique and unconventional narratives, as seen in "A Fish Called Wanda." Rank 6: Movie 3492 - Reason: This adventure romance features themes of love and conflict, which may resonate with the user's enjoyment of romantic stories like "Pretty Woman." Rank 7: Movie 2119 - Reason: The mix of action and horror in this film might not align with the user's preference for more character-driven dramas, as seen in their history. Rank 8: Movie 1335 - Reason: While this film combines comedy and horror, its premise may not resonate as strongly with the user’s preference for more grounded romantic comedies like "When Harry Met Sally..." Rank 9: Movie 2469 - Reason: The fantasy elements of time travel may not appeal to the user as much, given their preference for more realistic romantic narratives. Rank 10: Movie 1307 - Reason: Although this film is a classic romantic comedy, it might not align with the user's current interests in more dramatic or unconventional storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.), Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.) There are 10 Candidates for recommendation: Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 3036:Quest for Fire (Genres: Adventure, Drama; Language: xx; Overview: Tribe's quest for fire amidst prehistoric survival challenges and dangers.),, Movie 1602:Leave it to Beaver (Genres: Adventure, Comedy, Drama, Family; Language: en; Overview: Cleavers face family challenges involving bikes, friendships, and adolescence.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 3007:American Movie (Genres: Documentary; Language: en; Overview: Filmmaker's struggle for success reveals ambition and the American Dream.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 3610:Roustabout (Genres: Drama, Music, Romance; Language: en; Overview: Elvis plays rebellious singer, joins carnival after motorcycle accident.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2396 - Reason: This movie explores themes of romance and tragedy, similar to the emotional depth found in "The Crying Game" and "Annie Hall," appealing to the user's taste for complex love stories. Rank 2: Movie 1602 - Reason: The family-oriented comedic elements resonate with the lightheartedness present in "Ferris Bueller's Day Off" and "Sixteen Candles," aligning with the user's enjoyment of comedy and family dynamics. Rank 3: Movie 1307 - Reason: The exploration of relationships and romantic debates mirrors the user's interest in romantic comedies like "Annie Hall" and "Pretty in Pink," making it a fitting choice. Rank 4: Movie 902 - Reason: This film's blend of romance and comedic elements aligns well with the user's affinity for romantic comedies, as seen in "Moonstruck" and "Pretty in Pink." Rank 5: Movie 3036 - Reason: The adventure and survival themes may not strongly resonate with the user, who prefers character-driven narratives and romantic elements over prehistoric challenges. Rank 6: Movie 3081 - Reason: The thriller and mystery aspects may not appeal to the user, who has shown a preference for lighter, more romantic films rather than darker fantasy narratives. Rank 7: Movie 2683 - Reason: While this film is comedic, its heavy reliance on adventure and crime may not align with the user's preference for more romantic and character-focused stories. Rank 8: Movie 3610 - Reason: The music and drama elements may not strongly connect with the user's interests, as they have shown a preference for more straightforward romantic comedies. Rank 9: Movie 3471 - Reason: The documentary format and focus on real-life struggles may not appeal to the user, who tends to prefer fictional narratives with romantic or comedic elements. Rank 10: Movie 3007 - Reason: The documentary style and lack of narrative-driven storytelling might not engage the user as much as the romantic and comedic films they typically enjoy.

Rank 1: Movie 1307 - Reason: This movie explores romantic relationships and witty dialogue, aligning with the user's appreciation for romance and comedy as seen in their history. Rank 2: Movie 3610 - Reason: The music and romance elements resonate with the user's interest in heartfelt stories, similar to their enjoyment of films like "Annie Hall." Rank 3: Movie 2396 - Reason: This film's blend of romance and historical context matches the user's preference for romantic narratives with depth, akin to "The Crying Game." Rank 4: Movie 1602 - Reason: The family-oriented comedy and relatable challenges mirror the lighthearted themes found in the user's favorite teen comedies. Rank 5: Movie 3036 - Reason: The adventure and survival themes offer a unique narrative that may appeal to the user's interest in dramatic storytelling, though it diverges from their usual genres. Rank 6: Movie 2683 - Reason: The comedic and adventurous aspects of this film connect with the user's enjoyment of fun, light-hearted narratives, similar to "Ferris Bueller's Day Off." Rank 7: Movie 3081 - Reason: The thriller and fantasy elements introduce a darker tone that may not align as closely with the user's preference for lighter romantic comedies. Rank 8: Movie 3471 - Reason: The science fiction and drama blend provides a thought-provoking narrative, which might not resonate as strongly with the user's focus on romance and comedy. Rank 9: Movie 902 - Reason: While it has romantic elements, the film's more serious tone may not appeal as much to the user's preference for lighthearted romantic comedies. Rank 10: Movie 3007 - Reason: As a documentary, it diverges from the user's typical genre preferences, which lean towards narrative-driven films with romance and comedy.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.) There are 10 Candidates for recommendation: Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.),, Movie 1040:The Secret Agent (Genres: Drama, Thriller; Language: en; Overview: Verloc's betrayal triggers tragedy involving his wife, brother, and explosives expert.),, Movie 1000:Curdled (Genres: Comedy, Crime, Thriller; Language: en; Overview: Gabriella investigates Miami murders while working for a cleanup service.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 2403:First Blood (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Rambo fights back against harassment, using guerilla tactics to escape.),, Movie 701:Priest Daens (Genres: Drama, History; Language: nl; Overview: Father Daens champions workers' rights against oppressive conditions and church.),, Movie 3792:Duel in the Sun (Genres: Western; Language: en; Overview: Pearl Chavez navigates love and conflict between two sons.), Movie 3414:Love Is a Many-Splendored Thing (Genres: Drama, Romance; Language: en; Overview: Widowed doctor loves married correspondent amid China's Communist revolution.),, Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.),, Movie 3400:We're Back! A Dinosaur's Story (Genres: Animation, Science Fiction, Family; Language: en; Overview: Captain New Eyes makes dinosaurs intelligent to fulfill children's wishes.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 701 - Reason: This movie's focus on social justice and historical drama resonates with the user's appreciation for deep, meaningful narratives like "Terms of Endearment" and "Do the Right Thing." Rank 2: Movie 1000 - Reason: The blend of comedy and crime in this film aligns with the user's enjoyment of thrillers and comedies, similar to "Pulp Fiction" and "Sixteen Candles." Rank 3: Movie 3471 - Reason: The science fiction and drama elements combined with a compelling narrative match the user's taste for thought-provoking stories, as seen in "Pulp Fiction." Rank 4: Movie 1036 - Reason: This action-thriller features a strong protagonist and high stakes, appealing to the user's interest in intense narratives like "Die Hard." Rank 5: Movie 3052 - Reason: The film's comedic take on moral dilemmas and fantasy aligns with the user's enjoyment of quirky comedies such as "Sweet and Lowdown" and "Wayne's World 2." Rank 6: Movie 3414 - Reason: The romantic and dramatic elements set against a historical backdrop resonate with the user's appreciation for complex relationships, similar to "Gone with the Wind." Rank 7: Movie 3400 - Reason: This animated film's family-friendly adventure and imaginative storyline align with the user's enjoyment of light-hearted narratives like "The Princess Bride." Rank 8: Movie 2403 - Reason: The action and adventure elements may not fully align with the user's preference for character-driven stories, making it a less favorable choice. Rank 9: Movie 3792 - Reason: The Western genre and its themes of conflict may not resonate with the user's established tastes in drama and romance, making it a more challenging fit. Rank 10: Movie 1040 - Reason: The thriller aspects and complex narrative may not appeal to the user as much, given their preference for more straightforward character-driven stories.

Rank 1: Movie 3400 - Reason: This animated family film combines adventure and whimsy, appealing to the user's enjoyment of lighthearted narratives as seen in "The Princess Bride." Rank 2: Movie 3792 - Reason: The complex romantic entanglements in a Western setting resonate with the user's appreciation for dramatic love stories like "Gone with the Wind." Rank 3: Movie 701 - Reason: This film's focus on social justice and historical context aligns with the user's interest in thought-provoking dramas such as "Do the Right Thing." Rank 4: Movie 3414 - Reason: The romantic and dramatic elements set against a historical backdrop appeal to the user's taste for emotional storytelling as seen in "Terms of Endearment." Rank 5: Movie 1000 - Reason: The crime and thriller aspects, combined with a comedic twist, align with the user's preference for dark humor and crime narratives like "Pulp Fiction." Rank 6: Movie 3052 - Reason: The blend of fantasy and comedy, along with themes of good versus evil, aligns with the user's appreciation for imaginative storytelling found in "The Princess Bride." Rank 7: Movie 1040 - Reason: The thriller elements and dramatic tension resonate with the user's interest in intense narratives, similar to "Pulp Fiction." Rank 8: Movie 1036 - Reason: The action-packed storyline with a strong protagonist appeals to the user's taste for thrilling adventures like "First Blood." Rank 9: Movie 2403 - Reason: While it features action and adventure, the war theme may not strongly resonate with the user's preference for more character-driven narratives. Rank 10: Movie 3471 - Reason: Although it is a science fiction classic, the slower pacing and focus on philosophical themes might not align with the user's preference for more engaging and fast-paced stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1663:Stripes (Genres: Action, Comedy; Language: en; Overview: John Winger, a slacker, impulsively joins the Army after losing everything.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 2509:Eight Days a Week (Genres: Comedy, Drama, Romance; Language: en; Overview: Peter camps on Erica's lawn to win her affection.),, Movie 75:Big Bully (Genres: Comedy, Family; Language: en; Overview: Writer confronts childhood bully, reliving past pain and torment.),, Movie 325:Senior Trip (Genres: Comedy; Language: en; Overview: Misfits write letter to President; seek education system change.),, Movie 2045:A Far Off Place (Genres: Drama, Adventure; Language: en; Overview: Two strangers journey through a treacherous desert, finding courage.),, Movie 870:Gone Fishin' (Genres: Comedy, Family; Language: en; Overview: Two fishermen face trouble after their boat is stolen.),, Movie 673:Space Jam (Genres: Animation, Comedy, Drama, Family, Fantasy; Language: en; Overview: Looney Tunes enlist Michael Jordan to win basketball match for freedom.),, Movie 3077:42 Up (Genres: Documentary, Foreign; Language: en; Overview: Michael Apted interviews British adults about life changes after seven years.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 544:Striking Distance (Genres: Crime, Action, Mystery, Thriller; Language: en; Overview: Tom Hardy fights uncle, seeks killer, proves innocence amidst chaos.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 75 - Reason: This movie explores themes of childhood trauma and personal growth, which resonates with the user's interest in character-driven narratives as seen in their history. Rank 2: Movie 3077 - Reason: The documentary format and focus on life changes align with the user's appreciation for thought-provoking stories that delve into human experiences. Rank 3: Movie 2509 - Reason: This film's romantic and comedic elements in a relatable setting mirror the user's enjoyment of romantic comedies like "The Wedding Singer." Rank 4: Movie 325 - Reason: The comedic and adventurous spirit of misfit characters seeking change connects with the user's love for light-hearted yet meaningful stories. Rank 5: Movie 3081 - Reason: The thriller and fantasy elements in this film match the user's interest in complex narratives, similar to "Pulp Fiction." Rank 6: Movie 3471 - Reason: The science fiction and drama blend, along with a focus on extraordinary experiences, appeals to the user's taste for thought-provoking narratives. Rank 7: Movie 870 - Reason: While it has comedic elements, the family-oriented storyline may not align as closely with the user's preference for more sophisticated humor. Rank 8: Movie 544 - Reason: This crime action film may lack the depth and character exploration that the user enjoys in more dramatic narratives. Rank 9: Movie 673 - Reason: The animated and family-friendly nature of this film might not resonate with the user's preference for more mature themes seen in their history. Rank 10: Movie 2045 - Reason: Although it's an adventure drama, the lack of comedic elements may not align with the user's preference for humor in their movie choices.

Rank 1: Movie 544 - Reason: This movie combines crime and thriller elements, resonating with the user's appreciation for intense and complex narratives like "Pulp Fiction" and "The Godfather." Rank 2: Movie 75 - Reason: The comedic and familial themes may appeal to the user's lighter preferences, similar to the humor found in "The Wedding Singer" and "Ferris Bueller's Day Off." Rank 3: Movie 3471 - Reason: The science fiction and drama aspects align with the user's interest in thought-provoking stories, reminiscent of the depth found in "The Graduate." Rank 4: Movie 2509 - Reason: This romantic comedy set in a relatable context mirrors the user's enjoyment of relationship dynamics, akin to "The Wedding Singer." Rank 5: Movie 3077 - Reason: The documentary format and exploration of life changes may not align closely with the user's preference for narrative-driven films, as seen in their history. Rank 6: Movie 3081 - Reason: The blend of drama and mystery connects with the user's taste for thrilling narratives, similar to "Pulp Fiction" and "Who's Afraid of Virginia Woolf?" Rank 7: Movie 325 - Reason: The comedic and youthful themes may resonate with the user's enjoyment of high school adventures, similar to "Fast Times at Ridgemont High." Rank 8: Movie 673 - Reason: The animated and family-friendly elements might not strongly connect with the user's preference for more mature themes in their watched movies. Rank 9: Movie 870 - Reason: This light-hearted comedy may not resonate as deeply with the user's preference for more serious narratives, contrasting with films like "The Godfather." Rank 10: Movie 2045 - Reason: The adventure and drama elements might not align well with the user's preference for more intense and complex storytelling found in their favorite films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1057:Everyone Says I Love You (Genres: Music, Comedy, Romance; Language: en; Overview: New York girl matches father; sister gets engaged amid turmoil.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.) There are 10 Candidates for recommendation: Movie 3841:Air America (Genres: Action, Adventure, Comedy, Drama; Language: en; Overview: CIA's Air America involved smuggling, pilots, and wartime chaos in Laos.), Movie 2125:Ever After: A Cinderella Story (Genres: Drama, Romance, Comedy; Language: en; Overview: Danielle: a charming, book-loving tomboy who captivates a prince.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.),, Movie 1611:My Own Private Idaho (Genres: Drama, Romance; Language: en; Overview: Gay hustlers journey to find estranged mother amidst adventures.),, Movie 322:Swimming with Sharks (Genres: Crime, Comedy; Language: en; Overview: Naive assistant outsmarts abusive Hollywood producer boss. Empowerment ensues.),, Movie 3766:Missing in Action (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Chuck Norris fights to rescue American POWs from Vietnam.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2357 - Reason: The emotional journey of loss and connection resonates with the user's appreciation for deep, character-driven dramas like "The Deer Hunter" and "Terms of Endearment." Rank 2: Movie 3766 - Reason: The action and adventure elements combined with a war backdrop align with the user's interest in intense narratives, as seen in "Indiana Jones and the Last Crusade." Rank 3: Movie 1715 - Reason: The blend of dark comedy and thriller aspects may intrigue the user, reflecting their enjoyment of unique storytelling found in films like "Galaxy Quest." Rank 4: Movie 2396 - Reason: The romantic and historical elements echo the user's fondness for love stories, similar to "Everyone Says I Love You" and "Pretty in Pink." Rank 5: Movie 902 - Reason: The romantic complications and character dynamics align with the user's preference for romantic comedies, as seen in "The Wedding Singer." Rank 6: Movie 1611 - Reason: The exploration of identity and relationships in a dramatic context resonates with the user's interest in complex narratives like "My Own Private Idaho." Rank 7: Movie 322 - Reason: The empowerment theme and dark humor may appeal to the user, reflecting their enjoyment of quirky comedies like "Galaxy Quest." Rank 8: Movie 3841 - Reason: The mix of action and drama in a wartime setting aligns with the user's interest in thrilling narratives, similar to "Missing in Action." Rank 9: Movie 2125 - Reason: The fairy tale aspect may not resonate as strongly with the user, who seems to prefer more grounded, realistic stories. Rank 10: Movie 1307 - Reason: While it features romance, the focus on a debate about relationships may not align with the user's preference for more straightforward romantic narratives.

Rank 1: Movie 1715 - Reason: The dark humor and unique premise of a lonely proofreader creating a macabre office resonate with the user's appreciation for quirky narratives seen in films like "Galaxy Quest." Rank 2: Movie 3841 - Reason: The blend of action, adventure, and comedy in a wartime setting aligns with the user's interest in dramatic and adventurous stories, similar to "Indiana Jones and the Last Crusade." Rank 3: Movie 1611 - Reason: The exploration of complex relationships and personal journeys in "My Own Private Idaho" reflects the user's preference for character-driven dramas like "The Deer Hunter." Rank 4: Movie 1307 - Reason: The romantic comedy elements and the exploration of relationships over time in "When Harry Met Sally..." align well with the user's enjoyment of romantic narratives, as seen in "The Wedding Singer." Rank 5: Movie 902 - Reason: The blend of romance and drama in "Breakfast at Tiffany's" matches the user's interest in heartfelt romantic stories like "Terms of Endearment." Rank 6: Movie 2357 - Reason: The emotional depth and character development in "Central Station" appeal to the user's appreciation for poignant dramas, similar to "The Deer Hunter." Rank 7: Movie 2125 - Reason: The charming and romantic storyline in "Ever After: A Cinderella Story" aligns with the user's taste for romantic narratives like "Pretty in Pink." Rank 8: Movie 322 - Reason: The empowerment theme and dark comedy in "Swimming with Sharks" may not resonate as strongly with the user's preference for more straightforward romantic and dramatic narratives. Rank 9: Movie 2396 - Reason: The historical and romantic elements in "Shakespeare in Love" might not align with the user's typical preferences for modern romantic comedies or dramas. Rank 10: Movie 3766 - Reason: The action and war themes in "Missing in Action" may not appeal to the user's interest in character-driven stories, as seen in their history with films like "Terms of Endearment."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.) There are 10 Candidates for recommendation: Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 1860:Character (Genres: Drama, Foreign, History; Language: nl; Overview: J.W. Katadreuffe's success comes at great cost from neglect.),, Movie 3847:Ilsa: She Wolf of the SS (Genres: Thriller, Horror, War; Language: en; Overview: Ilsa conducts experiments on prisoners to prove women's resilience.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1441 - Reason: This film combines elements of comedy, drama, and romance, appealing to the user's appreciation for character-driven stories with emotional depth, similar to "Pretty in Pink" and "Groundhog Day." Rank 2: Movie 902 - Reason: The romantic and comedic elements in this classic resonate with the user's fondness for love stories, as seen in "Pretty in Pink" and "When Harry Met Sally..." Rank 3: Movie 3471 - Reason: This movie's blend of science fiction and drama offers a thought-provoking narrative that aligns with the user's interest in complex stories, reminiscent of "The Godfather." Rank 4: Movie 1307 - Reason: The exploration of relationships and the comedic yet serious tone mirror the user's enjoyment of romantic comedies like "Groundhog Day" and "Pretty in Pink." Rank 5: Movie 1633 - Reason: This drama's focus on family dynamics and personal sacrifice connects with the user's interest in character-driven narratives, similar to "Parenthood." Rank 6: Movie 3081 - Reason: The thriller and mystery aspects of this film align with the user's taste for suspenseful storytelling, akin to the intensity found in "The Silence of the Lambs." Rank 7: Movie 593 - Reason: The psychological thriller elements and complex character interactions resonate with the user's interest in gripping narratives, similar to "The Godfather." Rank 8: Movie 2683 - Reason: The comedic adventure and retro elements may not fully align with the user's preferences, which lean more towards serious dramas and romantic stories. Rank 9: Movie 1860 - Reason: This foreign drama's historical context and character struggles might not appeal to the user, who seems to favor more mainstream narratives. Rank 10: Movie 3847 - Reason: The horror and extreme themes in this film likely do not match the user's taste, which appears to favor lighter, character-focused stories.

Rank 1: Movie 593 - Reason: This film's psychological intensity and complex character dynamics resonate with the user's interest in thrilling narratives, as seen in their appreciation for "The Godfather" and "Prizzi's Honor." Rank 2: Movie 2683 - Reason: The blend of comedy and adventure, along with a quirky protagonist, aligns with the user's enjoyment of light-hearted films like "The Blues Brothers" and "Groundhog Day." Rank 3: Movie 3847 - Reason: The dark themes and psychological horror elements may intrigue the user, given their interest in complex stories like "The Silence of the Lambs" and "Prizzi's Honor." Rank 4: Movie 3081 - Reason: The mix of fantasy and mystery elements in a historical setting appeals to the user's taste for intricate narratives, similar to "The Breakfast Club" and "Groundhog Day." Rank 5: Movie 902 - Reason: The romantic complications and character-driven story align with the user's appreciation for heartfelt narratives, as seen in "Pretty in Pink" and "When Harry Met Sally..." Rank 6: Movie 1307 - Reason: The exploration of relationships and witty dialogue resonates with the user's enjoyment of romantic comedies like "Pretty in Pink" and "Groundhog Day." Rank 7: Movie 3471 - Reason: The science fiction and dramatic elements may captivate the user, reflecting their interest in thought-provoking films like "The Godfather" and "Out of Africa." Rank 8: Movie 1441 - Reason: The quirky romance and character depth may appeal to the user, similar to their enjoyment of "Parenthood" and "Pretty in Pink." Rank 9: Movie 1633 - Reason: The serious tone and focus on familial struggles might not align with the user's preference for lighter, more comedic narratives as seen in their history. Rank 10: Movie 1860 - Reason: The foreign language and historical context may not resonate with the user's typical preferences for mainstream, English-language films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1057:Everyone Says I Love You (Genres: Music, Comedy, Romance; Language: en; Overview: New York girl matches father; sister gets engaged amid turmoil.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.) There are 10 Candidates for recommendation: Movie 1859:Taste of Cherry (Genres: Drama; Language: fa; Overview: Tehran man seeks burial after suicide; finds reluctant companion.),, Movie 2231:Rounders (Genres: Drama, Crime; Language: en; Overview: Reformed gambler plays poker again to help friend with debts.),, Movie 3268:Stop! Or My Mom Will Shoot (Genres: Action, Comedy; Language: en; Overview: Cop's mother meddles in his life; reveals unexpected strength.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 338:Virtuosity (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: LETAC creates SID 6.7, a dangerous VR entity from killers.),, Movie 1047:The Long Kiss Goodnight (Genres: Crime, Action, Mystery, Thriller; Language: en; Overview: Suburban mom discovers her past as a lethal secret agent.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 3391:Who's That Girl (Genres: Comedy; Language: en; Overview: Uptight lawyer's life changes when he helps ex-convict prove innocence.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1307 - Reason: This movie explores the complexities of relationships and love, resonating with the user's interest in romantic narratives as seen in "Pretty in Pink" and "Everyone Says I Love You." Rank 2: Movie 1441 - Reason: The blend of comedy and romance, along with the theme of unconventional love, aligns well with the user's appreciation for heartfelt and quirky romantic stories. Rank 3: Movie 3081 - Reason: The mysterious and dark elements in this fantasy thriller echo the user's taste for intriguing narratives, similar to "The Usual Suspects" and "Run Lola Run." Rank 4: Movie 2231 - Reason: The intense psychological drama surrounding gambling and friendship connects with the user's interest in crime and character-driven stories like "The Godfather." Rank 5: Movie 338 - Reason: This action-packed thriller with a science fiction twist may not align closely with the user's preference for more grounded, character-focused narratives. Rank 6: Movie 1047 - Reason: The blend of action and mystery, along with a strong female lead discovering her past, offers a thrilling experience that may appeal to the user's taste for drama and adventure. Rank 7: Movie 1859 - Reason: The contemplative nature of this drama may not resonate as strongly with the user's preference for more dynamic and engaging narratives seen in their history. Rank 8: Movie 902 - Reason: The romantic entanglements and character development in this classic resonate with the user's appreciation for love stories, similar to "Pretty in Pink." Rank 9: Movie 3268 - Reason: The comedic premise may feel less engaging for the user, who seems to prefer more serious and dramatic narratives based on their viewing history. Rank 10: Movie 3391 - Reason: While it offers comedy, the light-hearted nature and less complex plot may not satisfy the user's preference for deeper, more thought-provoking stories.

Rank 1: Movie 3268 - Reason: This movie combines action and comedy, providing a light-hearted yet entertaining experience that aligns with the user's enjoyment of character-driven narratives, as seen in their history. Rank 2: Movie 3391 - Reason: The comedic elements and transformation of the uptight lawyer resonate with the user's preference for character development and humor, similar to their enjoyment of "Pretty in Pink." Rank 3: Movie 1047 - Reason: The mix of crime, action, and mystery aligns with the user's interest in thrilling narratives, reminiscent of "The Usual Suspects" and "The Godfather." Rank 4: Movie 1441 - Reason: The romantic and comedic aspects, along with the unique character dynamics, appeal to the user's appreciation for quirky love stories, similar to "Pretty in Pink." Rank 5: Movie 338 - Reason: The blend of action and science fiction elements creates a thrilling experience that aligns with the user's interest in complex narratives, akin to "Run Lola Run." Rank 6: Movie 2231 - Reason: The themes of crime and personal struggle resonate with the user's preference for dramatic storytelling, similar to "The Godfather" and "Do the Right Thing." Rank 7: Movie 1859 - Reason: The introspective nature and emotional depth of the story match the user's interest in drama, as seen in their appreciation for "Saving Private Ryan." Rank 8: Movie 3081 - Reason: The fantasy and mystery elements provide a unique twist that may intrigue the user, though it strays from their typical preferences for more grounded narratives. Rank 9: Movie 1307 - Reason: While it offers a romantic comedy experience, the focus on dialogue-heavy debates may not resonate as strongly with the user's preference for more action-oriented or dramatic films. Rank 10: Movie 902 - Reason: Although it has romantic elements, the film's slower pace and focus on social issues may not align with the user's preference for more dynamic storytelling as seen in their favored movies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.) There are 10 Candidates for recommendation: Movie 426:Body Snatchers (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: EPA inspector's family discovers alien presence at military base.),, Movie 3211:A Cry in the Dark (Genres: Drama; Language: en; Overview: Dingo claims lead to murder charges against Lindy Chamberlain.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.),, Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 3938:The Slumber Party Massacre (Genres: Comedy, Horror; Language: en; Overview: Teen girl hosts slumber party; escaped murderer disrupts festivities violently.), Movie 984:The Pompatus of Love (Genres: Comedy, Romance, Drama; Language: en; Overview: Four friends drink beer, discuss love's meaning and relationships.),, Movie 3843:Sleepaway Camp (Genres: Horror; Language: en; Overview: Shy Angela Baker's summer camp leads to disastrous consequences for others.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 984 - Reason: This movie explores the complexities of love and relationships among friends, resonating with the user's interest in character-driven narratives as seen in their history. Rank 2: Movie 426 - Reason: The blend of horror and science fiction provides a thrilling experience, appealing to the user's taste for suspenseful and thought-provoking stories. Rank 3: Movie 2396 - Reason: The romantic and historical elements in this film align with the user's appreciation for character relationships and dramatic storytelling. Rank 4: Movie 3938 - Reason: This film combines comedy and horror, providing a unique twist that may intrigue the user, given their interest in diverse genres. Rank 5: Movie 1534 - Reason: The romantic drama focuses on relationships and emotional complexity, which mirrors the user's affinity for character-driven stories. Rank 6: Movie 3211 - Reason: The intense drama surrounding a real-life event may resonate with the user's interest in serious narratives, though it might be less appealing due to its heavy themes. Rank 7: Movie 902 - Reason: This classic romantic comedy features complex relationships, aligning well with the user's preference for romantic and character-focused narratives. Rank 8: Movie 1633 - Reason: Although it has dramatic elements, the darker themes may not align with the user's typical preferences for lighter, more comedic stories. Rank 9: Movie 3843 - Reason: The horror elements and intense situations may not match the user's usual interest in more uplifting or comedic films. Rank 10: Movie 3471 - Reason: While it features science fiction, the slower pacing and focus on existential themes might not resonate as strongly with the user's preference for action and adventure.

Rank 1: Movie 3471 - Reason: This movie combines science fiction and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 902 - Reason: The romantic and comedic elements in this film resonate with the user's interest in character-driven stories, similar to their enjoyment of "Moonstruck" and "The Breakfast Club." Rank 3: Movie 426 - Reason: The horror and science fiction aspects create a thrilling atmosphere that appeals to the user's taste for suspenseful narratives, akin to their interest in "Star Wars." Rank 4: Movie 3938 - Reason: This film's blend of comedy and horror offers a lighthearted yet thrilling experience, which may appeal to the user's enjoyment of comedies like "The Brady Bunch Movie." Rank 5: Movie 984 - Reason: The exploration of love and relationships among friends aligns with the user's appreciation for character dynamics seen in movies like "The Big Chill." Rank 6: Movie 3843 - Reason: While it has horror elements, the focus on character development may not resonate as strongly with the user, who prefers more comedic or romantic narratives. Rank 7: Movie 2396 - Reason: The historical and romantic themes may appeal to the user, but the period setting might not align perfectly with their preference for contemporary stories. Rank 8: Movie 1534 - Reason: The dramatic and romantic elements could intrigue the user, but the foreign language aspect may not be as appealing compared to their preference for English films. Rank 9: Movie 1633 - Reason: The serious tone and dramatic themes might not align with the user's preference for lighter, more comedic films. Rank 10: Movie 3211 - Reason: The heavy drama and real-life tragedy may not resonate with the user's inclination towards more uplifting or comedic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.) There are 10 Candidates for recommendation: Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 2146:St. Elmo's Fire (Genres: Drama, Romance; Language: en; Overview: Seven friends navigate life, relationships, and career challenges post-graduation.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 3200:The Last Detail (Genres: Comedy, Drama; Language: en; Overview: Navy men delay prison trip to give young offender fun.), Movie 1522:Ripe (Genres: Drama; Language: en; Overview: Twins escape abuse, find conflict and love on journey.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2546:The Deep End of the Ocean (Genres: Drama, Mystery; Language: en; Overview: Michelle Pfeiffer shines as a mother searching for her son.),, Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 572:Foreign Student (Genres: Drama, Romance; Language: en; Overview: French exchange student falls in love while playing football.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2146 - Reason: This movie explores the complexities of friendships and relationships, resonating with the user's appreciation for character-driven narratives as seen in "Pretty in Pink" and "Love! Valour! Compassion!" Rank 2: Movie 1441 - Reason: The romantic and comedic elements, along with the focus on unique characters, align with the user's enjoyment of heartfelt stories like "The Princess Bride" and "Big." Rank 3: Movie 3200 - Reason: The blend of comedy and drama in a unique setting appeals to the user's interest in character exploration and humor, similar to "Ferris Bueller's Day Off." Rank 4: Movie 2396 - Reason: The romantic and historical themes reflect the user's taste for love stories, akin to "The Princess Bride" and "Who's Afraid of Virginia Woolf?" Rank 5: Movie 593 - Reason: This thriller's psychological depth and strong character dynamics align with the user's interest in intense narratives, as seen in "Do the Right Thing" and "Who's Afraid of Virginia Woolf?" Rank 6: Movie 3102 - Reason: The mystery and legal drama elements resonate with the user's appreciation for complex stories, similar to "Do the Right Thing" and "Good Morning, Vietnam." Rank 7: Movie 2546 - Reason: The emotional journey of a mother searching for her son connects with the user's interest in dramatic narratives, reminiscent of "Love! Valour! Compassion!" Rank 8: Movie 1522 - Reason: The themes of escape and personal conflict in a dramatic context may not fully align with the user's preference for lighter or more romantic stories. Rank 9: Movie 1198 - Reason: While an adventure classic, the action-oriented focus may not resonate as much with the user's preference for character-driven narratives seen in their history. Rank 10: Movie 572 - Reason: The romance may feel less engaging to the user, given their preference for more complex or comedic narratives as seen in their previous movie choices.

Rank 1: Movie 2146 - Reason: This movie explores the complexities of friendships and relationships in a post-graduate setting, resonating with the user's interest in character-driven narratives as seen in "Pretty in Pink" and "Love! Valour! Compassion!". Rank 2: Movie 2396 - Reason: The romantic and historical elements in this film align with the user's enjoyment of love stories, similar to "The Princess Bride" and "Pretty in Pink". Rank 3: Movie 1198 - Reason: This adventure film features strong action and a heroic journey, appealing to the user's taste for thrilling narratives like "Star Wars" and "Raiders of the Lost Ark". Rank 4: Movie 1522 - Reason: The themes of escape and personal growth in a dramatic context resonate with the user's appreciation for character development seen in "Who's Afraid of Virginia Woolf?". Rank 5: Movie 593 - Reason: The psychological tension and crime elements in this thriller align with the user's interest in intense, thought-provoking stories, similar to "Do the Right Thing". Rank 6: Movie 2546 - Reason: This film's emotional depth and mystery surrounding a mother's search for her son connect with the user's appreciation for dramatic narratives, akin to "Love! Valour! Compassion!". Rank 7: Movie 572 - Reason: The romance and cultural exploration in this film appeal to the user's interest in love stories, similar to "Pretty in Pink" and "Outside Providence". Rank 8: Movie 1441 - Reason: The quirky romance and character dynamics in this film resonate with the user's enjoyment of unique love stories, akin to "Big" and "Ferris Bueller's Day Off". Rank 9: Movie 3200 - Reason: While this film combines comedy and drama, its focus on a military context may not align as closely with the user's primary interests in romance and personal relationships. Rank 10: Movie 3102 - Reason: The thriller aspect and legal drama may not resonate with the user's preferences for more character-focused and romantic narratives as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2071:And the Band Played On (Genres: Drama; Language: en; Overview: Discovery of AIDS epidemic hindered by scientific community's political infighting.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2391:A Simple Plan (Genres: Drama, Crime, Thriller; Language: en; Overview: Brothers' discovery of cash sparks greed, paranoia, and conflict.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.) There are 10 Candidates for recommendation: Movie 3531:All the Vermeers in New York (Genres: Comedy; Language: en; Overview: Anna meets broker Gordon in a gallery, but romance fails.), Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 2861:For Love of the Game (Genres: Drama, Romance; Language: en; Overview: A retired baseball legend seeks redemption and love at forty.),, Movie 3446:Funny Bones (Genres: Comedy; Language: en; Overview: Tommy Fawkes seeks comic partner after failed Las Vegas debut.),, Movie 3429:Creature Comforts (Genres: Animation, Comedy, Family; Language: en; Overview: Public interviews create dialogue for animals in Oscar-winning film.),, Movie 383:Wyatt Earp (Genres: Drama, Action, Western; Language: en; Overview: Wyatt Earp's life story features iconic heroes, family, and adventure.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 2342:Hard Core Logo (Genres: Drama, Comedy, Music; Language: en; Overview: Bruce Macdonald's film follows punk band's turbulent reunion tour.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2342 - Reason: This film's exploration of a punk band's reunion resonates with the user's appreciation for character-driven dramas and music themes as seen in their history. Rank 2: Movie 2861 - Reason: The themes of redemption and love in a sports setting align with the user's interest in emotional and character-focused narratives. Rank 3: Movie 555 - Reason: The mix of action, romance, and crime in this film matches the user's taste for thrilling and complex storylines, similar to their previous choices. Rank 4: Movie 3446 - Reason: The comedic elements and focus on personal struggle in this film appeal to the user's enjoyment of character-centric comedies. Rank 5: Movie 2852 - Reason: The investigation of prejudice and deception in a war setting aligns with the user's interest in serious dramas that tackle social issues. Rank 6: Movie 3429 - Reason: The unique animation style and humorous take on animals' perspectives fit well with the user's appreciation for creative storytelling. Rank 7: Movie 3531 - Reason: This film's comedic exploration of failed romance reflects the user's interest in character-driven narratives, albeit with less dramatic weight. Rank 8: Movie 1092 - Reason: The thriller and mystery elements may not resonate as strongly with the user, given their preference for more character-focused stories. Rank 9: Movie 383 - Reason: While it features iconic heroes and adventure, the Western genre may not align with the user's demonstrated preferences for crime and drama. Rank 10: Movie 1270 - Reason: The time travel concept is entertaining, but the comedic and family-oriented aspects might not match the user's preference for more serious narratives.

Rank 1: Movie 2342 - Reason: This film's exploration of a punk band's reunion resonates with the user's appreciation for character-driven narratives and drama, similar to "Bonnie and Clyde" and "One Flew Over the Cuckoo's Nest." Rank 2: Movie 2852 - Reason: The themes of prejudice and deception in a military setting align with the user's interest in complex dramas, akin to "And the Band Played On." Rank 3: Movie 3429 - Reason: The unique animation style and humorous take on animal interviews provide a light-hearted yet thought-provoking experience, appealing to the user's enjoyment of diverse storytelling. Rank 4: Movie 1092 - Reason: The thriller and mystery elements, combined with a strong female character, match the user's interest in intense narratives like "Henry: Portrait of a Serial Killer." Rank 5: Movie 383 - Reason: The historical drama and action of Wyatt Earp's life story connect with the user's appreciation for character-focused narratives, similar to "Bonnie and Clyde." Rank 6: Movie 555 - Reason: The blend of action, romance, and crime mirrors the user's taste for thrilling stories with complex relationships, as seen in "True Romance." Rank 7: Movie 1270 - Reason: The time travel adventure and comedic elements resonate with the user's enjoyment of imaginative storytelling, reminiscent of "The Empire Strikes Back." Rank 8: Movie 2861 - Reason: The romantic drama about redemption aligns with the user's interest in character-driven stories, though it may feel less intense than their top choices. Rank 9: Movie 3531 - Reason: The romantic comedy aspects may not appeal as much to the user, who prefers more dramatic and complex narratives, unlike their favored films. Rank 10: Movie 3446 - Reason: The comedic premise may not resonate with the user's preference for serious themes and character depth found in their preferred movies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 2353:Enemy of the State (Genres: Action, Drama, Thriller; Language: en; Overview: Lawyer framed by hacker; rogue agent seeks to eliminate him.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.), Movie 2944:The Dirty Dozen (Genres: Action, Adventure, War; Language: en; Overview: 12 condemned soldiers infiltrate château to kill vacationing Nazi officers.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.) There are 10 Candidates for recommendation: Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 227:Drop Zone (Genres: Action, Adventure, Thriller; Language: en; Overview: Skydiving criminals steal files; federal marshal seeks vengeance through training.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 2477:Firewalker (Genres: Action, Adventure, Comedy; Language: en; Overview: Adventurers seek ancient treasure from Aztec, Mayan, Egyptian, Apache horde.),, Movie 2276:A Soldier's Daughter Never Cries (Genres: Drama; Language: it; Overview: Family struggles with identity, alcoholism, sexuality, and outsider status.),, Movie 1659:Hurricane Streets (Genres: Romance, Crime, Drama; Language: en; Overview: Marcus faces challenges in Manhattan, seeking freedom and connection.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 1420:Message to Love: The Isle of Wight Festival (Genres: Documentary, Music; Language: en; Overview: Isle of Wight festival altered fans' perceptions of rock music.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 555 - Reason: This movie combines action, thriller, and romance elements, aligning with the user's preference for intense and engaging narratives seen in their history. Rank 2: Movie 1270 - Reason: The time travel aspect and comedic elements resonate with the user's enjoyment of adventurous and imaginative stories. Rank 3: Movie 1659 - Reason: The film's exploration of personal struggles and relationships connects with the user's appreciation for character-driven dramas. Rank 4: Movie 227 - Reason: The action and adventure themes, along with the thrilling pursuit, match the user's interest in dynamic and suspenseful plots. Rank 5: Movie 1420 - Reason: The documentary aspect about a significant music festival may appeal to the user's curiosity about cultural history, though it diverges from their typical genres. Rank 6: Movie 3418 - Reason: The strong themes of friendship and rebellion against adversity resonate with the user's appreciation for powerful character arcs in dramatic narratives. Rank 7: Movie 2477 - Reason: The adventurous treasure hunt aligns with the user's taste for action-packed stories, though it may be lighter in tone than their usual preferences. Rank 8: Movie 3827 - Reason: The blend of action and adventure in a space setting might intrigue the user, but it could lack the psychological depth they often enjoy. Rank 9: Movie 1079 - Reason: While the comedy and crime elements are entertaining, the film's lighter tone may not fully align with the user's preference for more serious narratives. Rank 10: Movie 2276 - Reason: The film's focus on family struggles and identity may resonate on some level, but its language and cultural context might not engage the user as deeply.

Rank 1: Movie 3418 - Reason: This film combines elements of drama and thriller, focusing on strong character relationships and moral dilemmas, resonating with the user's appreciation for intense narratives like "One Flew Over the Cuckoo's Nest." Rank 2: Movie 555 - Reason: The action and thriller aspects, along with a romantic subplot, align with the user's taste for complex stories that blend genres, similar to "North by Northwest." Rank 3: Movie 3827 - Reason: This movie features adventurous themes and thrilling scenarios, appealing to the user's love for action and adventure as seen in "Indiana Jones and the Last Crusade." Rank 4: Movie 1420 - Reason: As a documentary about a pivotal music festival, it offers a unique perspective that may intrigue the user, reflecting their interest in impactful storytelling like "Patton." Rank 5: Movie 1079 - Reason: The comedic crime elements and character-driven plot align with the user's enjoyment of clever humor and intricate heists, reminiscent of "The Return of the Pink Panther." Rank 6: Movie 2477 - Reason: This film's adventurous quest and comedic undertones resonate with the user's preference for light-hearted action, similar to "Airplane!" and "Indiana Jones." Rank 7: Movie 1270 - Reason: The time travel concept and family dynamics in this film connect with the user's interest in adventure and complex narratives, akin to "Back to the Future." Rank 8: Movie 227 - Reason: The action and thriller elements may appeal to the user, but the skydiving theme might be less engaging compared to their preferred grounded narratives. Rank 9: Movie 2276 - Reason: While it explores deep family issues, the slower pace and focus on identity may not align with the user's preference for more thrilling and action-oriented films. Rank 10: Movie 1659 - Reason: The romantic and dramatic elements might not resonate as strongly with the user, who seems to favor more action-driven and intense storylines.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.), Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.), Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.) There are 10 Candidates for recommendation: Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 3156:Bicentennial Man (Genres: Comedy, Science Fiction; Language: en; Overview: Robot Andrew evolves from appliance to emotionally aware being.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 742:Thinner (Genres: Horror, Thriller; Language: en; Overview: Lawyer cursed by gypsy must seek help to survive.),, Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3735 - Reason: This film's exploration of corruption and moral integrity resonates with the user's appreciation for complex dramas like "Dead Poets Society" and "Some Folks Call It a Sling Blade." Rank 2: Movie 2746 - Reason: The blend of horror and comedy in this musical aligns with the user's enjoyment of unique narratives, similar to "Mary Poppins" and "The Return of the Pink Panther." Rank 3: Movie 1092 - Reason: The psychological thriller aspect of this movie matches the user's interest in suspenseful narratives, akin to "Jaws" and "The French Connection." Rank 4: Movie 742 - Reason: This horror-thriller's curse theme reflects the user's taste for intense and thrilling stories, as seen in "Jaws" and "Candyman: Farewell to the Flesh." Rank 5: Movie 606 - Reason: The horror elements combined with a unique storyline may not fully align with the user's preferences, which lean more towards drama and thrillers. Rank 6: Movie 3156 - Reason: The science fiction and comedy elements in this film may appeal to the user's interest in character-driven stories, similar to "My Life as a Dog." Rank 7: Movie 3418 - Reason: This film's themes of friendship and adventure resonate with the user's appreciation for character development found in "Dead Poets Society." Rank 8: Movie 2852 - Reason: The investigation of prejudice and war-related themes may not strongly align with the user's preference for lighter narratives, as seen in "Mary Poppins." Rank 9: Movie 555 - Reason: The action and crime elements may not resonate with the user's preference for more character-focused dramas, as seen in their history. Rank 10: Movie 3827 - Reason: The action-adventure focus may not align with the user's interest in deeper, more dramatic narratives like "The Untouchables" and "Dead Poets Society."

Rank 1: Movie 3418 - Reason: This film explores themes of friendship and survival under extreme circumstances, resonating with the user's appreciation for dramatic and thrilling narratives like "Some Folks Call It a Sling Blade." Rank 2: Movie 2746 - Reason: The blend of horror and comedy in this musical aligns with the user's interest in unique storytelling, as seen in their enjoyment of "Mary Poppins" and "Jackie Brown." Rank 3: Movie 742 - Reason: The psychological horror and thriller elements cater to the user’s taste for intense, thought-provoking narratives, similar to their interest in "Jaws." Rank 4: Movie 3156 - Reason: The exploration of identity and emotional growth in a science fiction context appeals to the user's preference for character-driven stories, as reflected in "My Life as a Dog." Rank 5: Movie 555 - Reason: This action-packed romance intertwines crime and thriller, aligning with the user’s enjoyment of complex narratives like "The French Connection" and "Jackie Brown." Rank 6: Movie 2852 - Reason: The themes of prejudice and investigation resonate with the user's interest in dramatic storytelling, similar to "Dead Poets Society" and "The Untouchables." Rank 7: Movie 1092 - Reason: The mystery and thriller aspects, combined with a seductive narrative, align with the user’s preference for gripping stories, akin to "Soylent Green." Rank 8: Movie 606 - Reason: While it incorporates horror elements, the film's focus on supernatural themes may not resonate as strongly with the user, who prefers more character-driven narratives. Rank 9: Movie 3735 - Reason: The historical crime drama may not align with the user's preference for more contemporary and emotionally driven stories, as seen in their history. Rank 10: Movie 3827 - Reason: The action-adventure premise might lack the emotional depth and character exploration that the user seems to favor in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 2944:The Dirty Dozen (Genres: Action, Adventure, War; Language: en; Overview: 12 condemned soldiers infiltrate château to kill vacationing Nazi officers.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3507:The Odd Couple (Genres: Comedy; Language: en; Overview: Felix moves in with messy Oscar after his divorce.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.) There are 10 Candidates for recommendation: Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 147:The Basketball Diaries (Genres: Drama, Crime; Language: en; Overview: Jim Carroll's journey through drug addiction depicted in film adaptation.),, Movie 3518:The End of Violence (Genres: Drama, Thriller; Language: en; Overview: Hollywood producer Mike Max is kidnapped, prompting love and intrigue.), Movie 2139:The Secret of NIMH (Genres: Fantasy, Animation, Drama, Family; Language: en; Overview: A mother mouse relocates her family with help from allies.),, Movie 2496:Blast from the Past (Genres: Comedy, Romance; Language: en; Overview: Adam leaves bomb shelter after 35 years to seek supplies.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 216:Billy Madison (Genres: Comedy; Language: en; Overview: Billy Madison must complete school to inherit his father's empire.),, Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.),, Movie 3162:Simpatico (Genres: Comedy, Drama; Language: en; Overview: Youthful scam leads to blackmail; past haunts present relationships.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1079 - Reason: This movie combines comedy and crime elements, appealing to the user's enjoyment of thrillers and complex narratives as seen in "The Silence of the Lambs" and "The Untouchables." Rank 2: Movie 147 - Reason: The exploration of drug addiction and crime resonates with the user's preference for intense drama and character-driven stories, similar to "The Silence of the Lambs." Rank 3: Movie 1092 - Reason: The psychological thriller aspect aligns with the user's taste for suspenseful and intricate plots, akin to "Fatal Attraction." Rank 4: Movie 1208 - Reason: The dramatic portrayal of war and moral dilemmas connects with the user's appreciation for serious themes in films like "The Untouchables." Rank 5: Movie 3162 - Reason: The blend of comedy and drama, along with themes of past mistakes haunting present relationships, may appeal to the user's interest in character development as seen in "Tender Mercies." Rank 6: Movie 216 - Reason: The light-hearted comedy and absurd situations provide a contrast to the user's darker preferences, which may not resonate as strongly. Rank 7: Movie 2496 - Reason: The comedic and romantic elements may not align closely with the user's established preferences for more serious or thrilling narratives. Rank 8: Movie 2139 - Reason: The family-friendly fantasy may not engage the user as much, given their inclination towards crime and drama genres. Rank 9: Movie 3518 - Reason: While it has drama and thriller elements, the Hollywood setting and plot may not connect with the user's historical and crime-focused interests. Rank 10: Movie 1042 - Reason: The light-hearted and upbeat nature of this film may not appeal to the user, who tends to favor more intense and dramatic storytelling.

Rank 1: Movie 1092 - Reason: This movie combines thriller and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3162 - Reason: The blend of comedy and drama in this film resonates with the user's enjoyment of character-driven narratives and emotional depth. Rank 3: Movie 2139 - Reason: The family-oriented themes and fantasy elements appeal to the user's interest in heartwarming stories, similar to their enjoyment of Mary Poppins. Rank 4: Movie 216 - Reason: This comedy's light-hearted and humorous approach aligns with the user's appreciation for comedic narratives, as seen in their history with The Odd Couple. Rank 5: Movie 1042 - Reason: The musical and dramatic elements in this film reflect the user's interest in character journeys and personal growth, akin to Tender Mercies. Rank 6: Movie 1208 - Reason: The intense drama and war themes parallel the user's taste for serious narratives, similar to their interest in The Untouchables. Rank 7: Movie 147 - Reason: This film's exploration of addiction and crime resonates with the user's appreciation for gritty, dramatic storytelling, akin to The Silence of the Lambs. Rank 8: Movie 2496 - Reason: While this comedy has a unique premise, it may not fully align with the user's preference for more serious or dramatic narratives. Rank 9: Movie 1079 - Reason: Although this film is comedic, its crime elements may not connect as strongly with the user's established preferences for drama and thriller genres. Rank 10: Movie 3518 - Reason: The film's complex themes of love and intrigue might not resonate as well with the user's preference for more straightforward narratives found in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.) There are 10 Candidates for recommendation: Movie 1413:The Whole Wide World (Genres: Drama, Romance; Language: en; Overview: Novalyne Price's tumultuous romance with pulp writer Robert E. Howard.),, Movie 1685:I Love You, I Love You Not (Genres: Drama, Family, Romance; Language: en; Overview: Student and grandmother exchange poignant stories from their lives.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 2341:Dancing at Lughnasa (Genres: Drama; Language: en; Overview: Five sisters thrive in 1930s rural Ireland's simple life.),, Movie 1341:Burnt Offerings (Genres: Horror; Language: en; Overview: Family moves into strange house that magically repairs itself.),, Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.), Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3421 - Reason: This comedy captures the spirit of rebellion and camaraderie, appealing to the user's enjoyment of character-driven narratives as seen in "Bonnie and Clyde" and "Lethal Weapon 2." Rank 2: Movie 1413 - Reason: The romantic drama explores deep emotional connections, resonating with the user's appreciation for character relationships in "Tender Mercies." Rank 3: Movie 1341 - Reason: This horror film's eerie atmosphere and psychological tension align with the user's interest in darker narratives like "Henry: Portrait of a Serial Killer." Rank 4: Movie 1685 - Reason: The intergenerational storytelling and emotional depth may appeal to the user's taste for poignant dramas such as "Awakenings." Rank 5: Movie 1079 - Reason: This comedy-crime blend features clever heists and witty banter, resonating with the user's enjoyment of crime comedies like "Lethal Weapon 2." Rank 6: Movie 1092 - Reason: The thriller's psychological complexity and suspenseful plot align with the user's preference for intense narratives as seen in "The Howling." Rank 7: Movie 1270 - Reason: The adventurous time travel concept and humor resonate with the user's enjoyment of imaginative stories like "Monty Python and the Holy Grail." Rank 8: Movie 555 - Reason: This action-packed romance features a thrilling narrative, appealing to the user's interest in crime and romance as seen in "True Romance." Rank 9: Movie 2341 - Reason: While it offers a compelling drama, the slower pace and focus on rural life may not align with the user's preference for more dynamic storytelling. Rank 10: Movie 3418 - Reason: Although it features strong characters and a thrilling plot, the heavy themes may not resonate as much with the user's preference for lighter, more comedic narratives.

Rank 1: Movie 1413 - Reason: The tumultuous romance and dramatic elements resonate with the user's appreciation for character-driven stories, similar to "Tender Mercies." Rank 2: Movie 3421 - Reason: The comedic chaos and college antics align with the user's enjoyment of humor, as seen in "Monty Python and the Holy Grail." Rank 3: Movie 1685 - Reason: The poignant storytelling and family dynamics reflect the user's interest in emotional narratives, akin to "Awakenings." Rank 4: Movie 1270 - Reason: The time-travel adventure and comedic elements match the user's taste for imaginative storytelling, similar to "Monty Python and the Holy Grail." Rank 5: Movie 3418 - Reason: The themes of friendship and adventure in a dramatic context resonate with the user's interest in character relationships, as seen in "Bonnie and Clyde." Rank 6: Movie 1092 - Reason: The psychological intensity and mystery align with the user's preference for thrilling narratives, similar to "Henry: Portrait of a Serial Killer." Rank 7: Movie 1079 - Reason: The blend of comedy and crime mirrors the user's enjoyment of witty heist stories, akin to "Lethal Weapon 2." Rank 8: Movie 555 - Reason: The action-packed romance and crime elements appeal to the user's interest in thrilling narratives, similar to "Goldfinger." Rank 9: Movie 1341 - Reason: The horror elements may not align with the user's primary interests, as their history leans more towards drama and crime. Rank 10: Movie 2341 - Reason: The focus on rural life and simple narratives might not resonate as strongly with the user's preference for more dramatic and intense stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.), Movie 3836:Kelly's Heroes (Genres: Adventure, Comedy, War; Language: en; Overview: AWOL WWII soldiers plan to rob bank behind German lines.) There are 10 Candidates for recommendation: Movie 3868:The Naked Gun: From the Files of Police Squad! (Genres: Comedy, Crime; Language: en; Overview: Officer Frank Drebin uncovers assassination plot against Queen Elizabeth.), Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 239:A Goofy Movie (Genres: Romance, Animation, Family, Comedy, Adventure; Language: en; Overview: Goofy plans fishing trip, complicating Max's date with Roxanne.),, Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 3396:The Muppet Movie (Genres: Adventure, Comedy, Family; Language: en; Overview: Kermit pursues Hollywood dreams, gathering friends while evading danger.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3396 - Reason: This movie combines adventure and comedy with a whimsical charm that aligns with the user's appreciation for light-hearted narratives, as seen in their history. Rank 2: Movie 239 - Reason: The family-friendly adventure and comedic elements resonate with the user's enjoyment of films that explore relationships and personal growth. Rank 3: Movie 3682 - Reason: The action and crime aspects, along with the gritty narrative, match the user's interest in thrilling stories with moral complexities. Rank 4: Movie 3735 - Reason: This film's focus on crime and drama, along with its historical context, aligns with the user's preference for thought-provoking narratives that tackle serious themes. Rank 5: Movie 1079 - Reason: The blend of comedy and crime in a heist scenario appeals to the user's enjoyment of clever plots and character-driven stories. Rank 6: Movie 2852 - Reason: The dramatic exploration of prejudice and mystery aligns with the user's interest in complex narratives that delve into societal issues. Rank 7: Movie 858 - Reason: This iconic crime drama's intricate storytelling and character development resonate with the user's appreciation for deep, engaging narratives. Rank 8: Movie 3322 - Reason: The mix of action, comedy, and romance offers a lighter tone that may not fully align with the user's preference for more serious themes. Rank 9: Movie 3868 - Reason: While humorous, the slapstick nature of this film may not appeal to the user's taste for more grounded and dramatic storytelling. Rank 10: Movie 1270 - Reason: Although it features adventure and comedy, the time travel premise may not resonate as strongly with the user's preference for realistic narratives.

Rank 1: Movie 239 - Reason: This movie combines family dynamics and comedic adventure, resonating with the user's appreciation for heartfelt and humorous stories as seen in their history. Rank 2: Movie 1079 - Reason: The clever heist and witty dialogue align with the user's enjoyment of crime and comedy, similar to the humor found in "The Jerk." Rank 3: Movie 3322 - Reason: The themes of redemption and action in a comedic setting reflect the user's interest in character-driven narratives, akin to "Kelly's Heroes." Rank 4: Movie 3735 - Reason: The exploration of moral integrity amidst corruption connects with the user's preference for intense drama, as seen in "Misery." Rank 5: Movie 3868 - Reason: The blend of comedy and crime mirrors the user's enjoyment of humorous yet thrilling narratives, similar to "Austin Powers." Rank 6: Movie 2852 - Reason: The investigation of prejudice in a dramatic context resonates with the user's taste for thought-provoking stories like "Drugstore Cowboy." Rank 7: Movie 3396 - Reason: The adventurous and comedic journey of Kermit aligns with the user's enjoyment of lighthearted stories, reminiscent of "My Life as a Dog." Rank 8: Movie 3682 - Reason: The action and crime elements appeal to the user's interest in thrillers, similar to "The Hunt for Red October." Rank 9: Movie 1270 - Reason: While entertaining, the time travel concept may not resonate as strongly with the user's preference for more grounded narratives. Rank 10: Movie 858 - Reason: The serious themes of crime and family conflict may not align with the user's preference for lighter, more comedic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2353:Enemy of the State (Genres: Action, Drama, Thriller; Language: en; Overview: Lawyer framed by hacker; rogue agent seeks to eliminate him.), Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) There are 10 Candidates for recommendation: Movie 2792:Airplane II: The Sequel (Genres: Comedy; Language: en; Overview: Faulty shuttle heads for sun; Ted Striker must save it.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 90:The Journey of August King (Genres: Drama; Language: en; Overview: August King faces a moral dilemma helping a runaway slave.),, Movie 2725:Twin Falls Idaho (Genres: Drama, Romance; Language: en; Overview: Siamese twins' lives change with a girl; separation brings challenges.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 2859:Stop Making Sense (Genres: Documentary, Music; Language: en; Overview: David Byrne performs with Talking Heads in energetic concert film.),, Movie 2058:The Negotiator (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Hostage negotiator takes office hostage to prove conspiracy innocence.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2058 - Reason: This movie combines action, drama, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1079 - Reason: The blend of comedy and crime in this film resonates with the user's enjoyment of humorous yet thrilling narratives, similar to "Bonnie and Clyde." Rank 3: Movie 2792 - Reason: This sequel maintains the comedic chaos of the original "Airplane!" which the user appreciated, making it a fitting choice. Rank 4: Movie 2725 - Reason: The dramatic and romantic themes in this film reflect the user's interest in character-driven stories, similar to "The Spanish Prisoner." Rank 5: Movie 90 - Reason: The moral dilemmas and dramatic tension in this film align with the user's appreciation for deep, character-focused narratives. Rank 6: Movie 2859 - Reason: The energetic concert film appeals to the user's taste for unique storytelling, akin to the imaginative aspects of "E.T." Rank 7: Movie 3418 - Reason: This film's strong themes of friendship and adventure resonate with the user's interest in character relationships, similar to "The Jerk." Rank 8: Movie 318 - Reason: The themes of hope and resilience in this drama align with the user's preference for profound and impactful storytelling. Rank 9: Movie 1270 - Reason: While entertaining, the time travel aspect may not resonate as strongly with the user's preference for more grounded narratives. Rank 10: Movie 555 - Reason: The romantic crime elements may not align with the user's stronger interest in action and thriller genres as seen in their history.

Rank 1: Movie 555 - Reason: This movie combines action, romance, and crime elements, aligning strongly with the user's preference for thrilling narratives, as seen in "Clear and Present Danger" and "Bonnie and Clyde." Rank 2: Movie 1270 - Reason: The time travel and adventure aspects resonate with the user's enjoyment of imaginative stories like "E.T. the Extra-Terrestrial." Rank 3: Movie 2058 - Reason: The intense action and mystery surrounding a hostage situation match the user's interest in thrillers, similar to "Enemy of the State." Rank 4: Movie 3418 - Reason: This film's themes of friendship and adventure following a dramatic event align with the user's appreciation for character-driven stories, akin to "The Spanish Prisoner." Rank 5: Movie 2859 - Reason: The documentary format and energetic music performance may appeal to the user's interest in unique storytelling, as seen in "Monty Python and the Holy Grail." Rank 6: Movie 2725 - Reason: The emotional depth and exploration of relationships in this drama resonate with the user's interest in character-centric narratives, similar to "The Jerk." Rank 7: Movie 90 - Reason: The moral dilemma and historical context may not strongly align with the user's typical preference for more action-oriented or comedic films. Rank 8: Movie 2792 - Reason: While it retains comedic elements, the sequel may lack the originality and charm of the first "Airplane!" film, potentially making it less appealing to the user. Rank 9: Movie 318 - Reason: Although critically acclaimed, its slower pacing and focus on drama may not align with the user's preference for more fast-paced action and thrillers. Rank 10: Movie 1079 - Reason: The heist comedy may not resonate as strongly with the user, given their preference for more straightforward action and drama narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2071:And the Band Played On (Genres: Drama; Language: en; Overview: Discovery of AIDS epidemic hindered by scientific community's political infighting.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2944:The Dirty Dozen (Genres: Action, Adventure, War; Language: en; Overview: 12 condemned soldiers infiltrate château to kill vacationing Nazi officers.), Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.) There are 10 Candidates for recommendation: Movie 2408:Cocoon: The Return (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Old pensioners return to Earth; faced with staying or leaving.),, Movie 3837:Phantasm II (Genres: Action, Horror, Science Fiction, Thriller; Language: en; Overview: Mike and Reggie hunt the Tall Man, seeking a mysterious girl.), Movie 1814:A Price Above Rubies (Genres: Drama, Romance; Language: en; Overview: Young woman seeks fulfillment, struggles with her devout Jewish marriage.),, Movie 2257:No Small Affair (Genres: Comedy, Drama, Music, Romance; Language: en; Overview: Teen photographer falls for singer, helps her through unexpected campaign.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.),, Movie 2008:This World, Then the Fireworks (Genres: Crime, Drama, Thriller; Language: en; Overview: Reporter uncovers corruption, returns home, seduces cop for money.),, Movie 3754:The Adventures of Rocky & Bullwinkle (Genres: Action, Adventure, Animation, Comedy, Family; Language: en; Overview: Rocky and Bullwinkle must stop Boris, Natasha, and Fearless Leader.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2908 - Reason: This movie explores themes of identity and love, resonating with the user's interest in character-driven narratives as seen in films like "Carlito's Way" and "The Spanish Prisoner." Rank 2: Movie 2852 - Reason: The investigation of prejudice and deception aligns with the user's preference for complex, thought-provoking dramas like "And the Band Played On" and "Henry: Portrait of a Serial Killer." Rank 3: Movie 3837 - Reason: This film combines action and horror elements, appealing to the user's taste for thrilling adventures as showcased in "Raiders of the Lost Ark" and "Jaws." Rank 4: Movie 1814 - Reason: The struggle for personal fulfillment in a romantic context parallels the user's interest in character-driven stories, similar to "Drugstore Cowboy" and "A Fish Called Wanda." Rank 5: Movie 3735 - Reason: The theme of battling corruption resonates with the user's appreciation for crime dramas like "Clear and Present Danger" and "Dog Day Afternoon." Rank 6: Movie 2257 - Reason: The blend of comedy and drama in a coming-of-age story aligns with the user's enjoyment of character relationships, akin to "A Fish Called Wanda." Rank 7: Movie 1079 - Reason: This comedy-crime film's clever heist and character dynamics appeal to the user's interest in engaging and entertaining narratives, similar to "The Dirty Dozen." Rank 8: Movie 3754 - Reason: The animated adventure with humor and action may not align as closely with the user's preference for serious themes found in their watched movies. Rank 9: Movie 2008 - Reason: The focus on corruption and seduction might not resonate as strongly with the user, given their preference for more straightforward narratives in their history. Rank 10: Movie 2408 - Reason: The light-hearted premise of elderly characters may not appeal to the user, who seems to favor more intense and dramatic storytelling.

Rank 1: Movie 1814 - Reason: This film explores themes of personal fulfillment and struggle within a complex relationship, resonating with the user's interest in character-driven dramas. Rank 2: Movie 3837 - Reason: The combination of action and horror elements in a science fiction context aligns with the user's preference for thrilling narratives, as seen in their history with action-packed films. Rank 3: Movie 2257 - Reason: This romantic comedy involves a young protagonist navigating relationships, similar to the user's interest in character-focused stories, particularly those with emotional depth. Rank 4: Movie 2908 - Reason: The exploration of identity and love in a dramatic context resonates with the user's appreciation for complex character arcs and social issues, as seen in their previous choices. Rank 5: Movie 3735 - Reason: The theme of battling corruption within a flawed system aligns with the user's interest in crime dramas that delve into moral complexities and societal issues. Rank 6: Movie 1079 - Reason: The comedic elements combined with a crime heist narrative reflect the user's enjoyment of films that blend humor with serious themes, similar to their past preferences. Rank 7: Movie 2852 - Reason: This film's focus on prejudice and deception during a war investigation connects with the user's interest in dramatic narratives that tackle societal challenges. Rank 8: Movie 2408 - Reason: While this film offers a light-hearted take on aging and returning to familiar places, it may not resonate as strongly with the user's preference for more intense dramas. Rank 9: Movie 2008 - Reason: The film's focus on corruption and seduction may not align with the user's preference for more straightforward narratives, making it less appealing compared to their usual choices. Rank 10: Movie 3754 - Reason: This animated comedy may not match the user's historical preference for serious action and drama, potentially making it less engaging for them.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2071:And the Band Played On (Genres: Drama; Language: en; Overview: Discovery of AIDS epidemic hindered by scientific community's political infighting.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.) There are 10 Candidates for recommendation: Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.),, Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 2255:Young Doctors in Love (Genres: Comedy; Language: en; Overview: Spoof of hospital dramas with humor, romance, and chaos.),, Movie 3796:The Wisdom of Crocodiles (Genres: Drama, Fantasy, Horror; Language: en; Overview: Vampire seeks ideal woman in London to achieve redemption.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 3600:Blue Hawaii (Genres: Comedy, Music, Romance; Language: en; Overview: Chad returns to Hawaii, enjoying surfing, friends, and girlfriend.),, Movie 2379:Police Academy 2: Their First Assignment (Genres: Comedy, Crime; Language: en; Overview: New officers face graffiti-tagging terrorists on their first assignment.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2852 - Reason: This film explores themes of prejudice and deception, resonating with the user's interest in complex narratives like "A Few Good Men" and "And the Band Played On." Rank 2: Movie 954 - Reason: The political corruption and idealism in this classic align with the user's appreciation for drama and moral dilemmas, similar to "A Few Good Men." Rank 3: Movie 2746 - Reason: The blend of horror and comedy, along with a unique storyline, appeals to the user's taste for unconventional narratives as seen in "The Howling." Rank 4: Movie 3796 - Reason: The fantasy and horror elements combined with a quest for redemption may intrigue the user, reflecting their interest in psychological depth found in "Rosemary's Baby." Rank 5: Movie 1092 - Reason: The thriller and mystery aspects, along with a seductive lead, align with the user's enjoyment of suspenseful narratives like "Fatal Attraction." Rank 6: Movie 3827 - Reason: The action and adventure themes resonate with the user's preference for thrilling stories, similar to "Clear and Present Danger." Rank 7: Movie 3600 - Reason: The light-hearted romance and musical elements provide a contrast to the user's darker preferences, which may not resonate as strongly. Rank 8: Movie 3735 - Reason: While it features crime and drama, the historical context may not align closely with the user's more contemporary preferences. Rank 9: Movie 2379 - Reason: The comedic approach to crime may not appeal to the user's preference for serious narratives, as seen in their history of drama-focused films. Rank 10: Movie 2255 - Reason: The spoof nature and lighthearted chaos may not align with the user's interest in more serious and thought-provoking stories.

Rank 1: Movie 3796 - Reason: This movie explores themes of redemption and the supernatural, aligning with the user's interest in complex narratives like "Rosemary's Baby." Rank 2: Movie 2379 - Reason: The comedic elements and light-hearted crime theme resonate with the user's enjoyment of humor in films like "Caddyshack." Rank 3: Movie 3827 - Reason: The adventurous spirit and action-packed plot connect with the user's appreciation for thrillers such as "Clear and Present Danger." Rank 4: Movie 2852 - Reason: This film's exploration of social issues and mystery aligns with the user's interest in dramatic narratives like "A Few Good Men." Rank 5: Movie 954 - Reason: The blend of comedy and political themes mirrors the user's enjoyment of character-driven stories seen in "Bonnie and Clyde." Rank 6: Movie 3600 - Reason: The romantic and musical elements provide a light-hearted escape, similar to the comedic aspects of "The Opposite of Sex." Rank 7: Movie 2255 - Reason: The spoof nature and comedic chaos appeal to the user's taste for humor found in films like "Caddyshack." Rank 8: Movie 1092 - Reason: The thriller and mystery elements resonate with the user's interest in intense narratives as seen in "Fatal Attraction." Rank 9: Movie 2746 - Reason: The horror-comedy mix may not align with the user's preference for more serious dramas like "Awakenings." Rank 10: Movie 3735 - Reason: While it tackles corruption, the historical context may not resonate as strongly with the user's preference for more contemporary stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2993:Thunderball (Genres: Adventure, Action, Thriller; Language: en; Overview: Criminals demand ransom for nuclear bombs; Bond must intervene.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.), Movie 3507:The Odd Couple (Genres: Comedy; Language: en; Overview: Felix moves in with messy Oscar after his divorce.) There are 10 Candidates for recommendation: Movie 199:The Umbrellas of Cherbourg (Genres: Drama, Romance; Language: fr; Overview: Young couple faces love and choices during wartime separation.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 1509:All Over Me (Genres: Drama, Romance; Language: en; Overview: Best friends in 90s New York face tragedy, changing everything.),, Movie 2317:The Alarmist (Genres: Comedy; Language: en; Overview: Tommy becomes successful salesman, discovers dark truths about business.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.), Movie 1582:Wild America (Genres: Family; Language: en; Overview: Three brothers travel America, filming wildlife and pursuing their dream.),, Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.),, Movie 2105:Tron (Genres: Science Fiction, Action, Adventure; Language: en; Overview: Kevin Flynn battles the Master Control Program to free The Grid.),, Movie 2368:King Kong Lives (Genres: Action, Horror; Language: en; Overview: Kong falls from twin towers but survives the incident!), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 199 - Reason: This film's romantic and dramatic elements resonate with the user's appreciation for character-driven stories, similar to "Tender Mercies" and "The Ice Storm." Rank 2: Movie 2368 - Reason: While this movie offers action and horror, it diverges from the user's preference for more dramatic narratives, which might make it less appealing. Rank 3: Movie 1079 - Reason: The blend of comedy and crime aligns with the user's enjoyment of complex narratives, as seen in "The Opposite of Sex" and "Jagged Edge." Rank 4: Movie 2852 - Reason: This film's exploration of prejudice and deception in a dramatic context connects with the user's interest in serious themes, reflecting their taste in movies like "Philadelphia." Rank 5: Movie 2317 - Reason: The comedic elements and dark truths about business may intrigue the user, offering a lighter yet thought-provoking narrative akin to "The Odd Couple." Rank 6: Movie 1222 - Reason: The intense psychological themes and war setting resonate with the user's preference for dramatic and thought-provoking films like "A Clockwork Orange." Rank 7: Movie 1582 - Reason: The family-oriented adventure aligns with the user's interest in character-driven stories, similar to the dynamics in "American Graffiti." Rank 8: Movie 1509 - Reason: The exploration of friendship and tragedy in a dramatic context may appeal to the user, echoing themes found in "The Ice Storm." Rank 9: Movie 1208 - Reason: The film's intense war themes and psychological complexity might be less appealing to the user, who seems to prefer more personal and character-focused narratives. Rank 10: Movie 2105 - Reason: The science fiction elements may not resonate with the user's preference for drama and character-driven stories, making it less likely to align with their tastes.

Rank 1: Movie 1582 - Reason: This movie captures the spirit of adventure and family bonds, appealing to the user's appreciation for heartfelt narratives as seen in their history. Rank 2: Movie 2105 - Reason: The blend of science fiction and action aligns with the user's interest in imaginative storytelling, as demonstrated by their enjoyment of "A Clockwork Orange." Rank 3: Movie 2368 - Reason: The thrilling elements of survival and action resonate with the user's taste for intense narratives, similar to "Thunderball." Rank 4: Movie 2317 - Reason: The comedic yet dark exploration of business ethics connects with the user's enjoyment of complex character dynamics found in "The Opposite of Sex." Rank 5: Movie 199 - Reason: The romantic drama set against wartime challenges aligns with the user's preference for emotional storytelling, as seen in "Tender Mercies." Rank 6: Movie 1509 - Reason: The exploration of friendship and tragedy in a vibrant setting resonates with the user's appreciation for character-driven dramas like "The Ice Storm." Rank 7: Movie 2852 - Reason: The themes of prejudice and mystery in a war setting appeal to the user's interest in socially relevant narratives, similar to "Philadelphia." Rank 8: Movie 1208 - Reason: The intense psychological and moral dilemmas faced during war connect with the user's taste for thought-provoking dramas, as shown in "Full Metal Jacket." Rank 9: Movie 1079 - Reason: While entertaining, the comedic crime elements may not resonate as deeply with the user's preference for more serious, dramatic narratives. Rank 10: Movie 1222 - Reason: The harsh realities of war depicted in a gritty manner might be less appealing to the user, who seems to favor more character-focused stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.), Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 2115:Indiana Jones and the Temple of Doom (Genres: Adventure, Action; Language: en; Overview: Indiana Jones seeks a mystical stone, uncovering a secret cult.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3836:Kelly's Heroes (Genres: Adventure, Comedy, War; Language: en; Overview: AWOL WWII soldiers plan to rob bank behind German lines.) There are 10 Candidates for recommendation: Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.), Movie 796:A Very Natural Thing (Genres: Drama; Language: en; Overview: David falls for Mark; commitment issues threaten their relationship's future.),, Movie 2891:Happy, Texas (Genres: Comedy, Crime; Language: en; Overview: Two convicts pose as consultants in mistaken identity comedy.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1377:Batman Returns (Genres: Action, Fantasy; Language: en; Overview: Batman faces Penguin and Catwoman while clearing his name.),, Movie 3649:American Gigolo (Genres: Thriller, Drama, Crime, Romance; Language: en; Overview: Julian's escort life complicates as love and murder intertwine.),, Movie 2804:A Christmas Story (Genres: Comedy, Family; Language: en; Overview: Young Ralph hilariously struggles to convince others about a B.B. gun.),, Movie 1331:Audrey Rose (Genres: Fantasy, Drama, Horror, Thriller; Language: en; Overview: Man believes girl is reincarnation of his deceased daughter Audrey.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3863 - Reason: This movie combines science fiction, thriller, and horror elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3735 - Reason: The exploration of corruption and moral dilemmas in a crime drama resonates with the user's interest in intense character-driven narratives. Rank 3: Movie 2891 - Reason: The comedic and crime elements in this mistaken identity story align with the user's enjoyment of lighter, yet engaging plots like "Jackie Brown." Rank 4: Movie 3827 - Reason: This film's adventurous spirit and themes of teamwork resonate with the user's love for action-packed narratives seen in "Indiana Jones." Rank 5: Movie 3649 - Reason: The intertwining of romance and crime in a thriller format matches the user's interest in complex relationships, as shown in "Fatal Attraction." Rank 6: Movie 1377 - Reason: The blend of action and fantasy with a dark tone appeals to the user's enjoyment of superhero narratives, similar to "Jurassic Park." Rank 7: Movie 796 - Reason: This drama explores themes of love and commitment, which may resonate with the user's interest in character-driven stories like "Fatal Attraction." Rank 8: Movie 1331 - Reason: The psychological and supernatural elements may not align as closely with the user's typical preferences for more grounded narratives. Rank 9: Movie 2804 - Reason: While a beloved classic, its family-oriented comedy may not resonate as strongly with the user's preference for more intense or adventurous films. Rank 10: Movie 1208 - Reason: The heavy themes and dense narrative of war may not align with the user's preference for more action-oriented or lighter storytelling.

Rank 1: Movie 1208 - Reason: This movie explores the psychological and moral complexities of war, resonating with the user's interest in dramatic and historical narratives as seen in "Patton" and "Dog Day Afternoon." Rank 2: Movie 3735 - Reason: The theme of battling corruption within a flawed system aligns with the user's appreciation for intense drama and crime elements, similar to "Fatal Attraction" and "Jagged Edge." Rank 3: Movie 1331 - Reason: The fantasy and horror elements combined with a dramatic story about reincarnation may intrigue the user, reflecting their interest in complex narratives found in "2001: A Space Odyssey." Rank 4: Movie 2891 - Reason: This comedy involving mistaken identity offers a light-hearted take on crime, which could appeal to the user's enjoyment of comedic elements in "Jackie Brown" and "Kelly's Heroes." Rank 5: Movie 3863 - Reason: The psychological thriller aspect of exploring a killer's mind aligns with the user's taste for intense, thought-provoking stories, similar to "Fatal Attraction." Rank 6: Movie 3649 - Reason: The intertwining of romance and crime in a thriller setting resonates with the user's interest in complex relationships as seen in "Fatal Attraction" and "Jackie Brown." Rank 7: Movie 3827 - Reason: This action-adventure film about astronauts offers a thrilling escapade that aligns with the user's enjoyment of adventurous narratives like "Jurassic Park" and "Indiana Jones and the Temple of Doom." Rank 8: Movie 1377 - Reason: While an engaging action-fantasy, it may not resonate as strongly with the user’s historical and dramatic preferences seen in their top choices. Rank 9: Movie 796 - Reason: The focus on a romantic relationship may not align closely with the user's interest in more action-oriented or dramatic narratives. Rank 10: Movie 2804 - Reason: This family comedy may not appeal to the user’s preference for more serious or thrilling content as demonstrated in their movie history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.), Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.), Movie 2983:The Ipcress File (Genres: Thriller; Language: en; Overview: Harry Palmer investigates a traitor within British Intelligence's secret service.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.) There are 10 Candidates for recommendation: Movie 1644:I Know What You Did Last Summer (Genres: Horror, Thriller, Mystery; Language: en; Overview: Four friends cover up a hit-and-run; secrets resurface.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 3715:Burglar (Genres: Crime, Comedy; Language: en; Overview: Burglar Bernie must clear her name after finding a body.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 3137:The Sea Wolves (Genres: War, Action, Thriller; Language: en; Overview: British officers secretly destroy Nazi radio ships during WWII mission.),, Movie 517:Rising Sun (Genres: Action, Drama, Thriller; Language: en; Overview: Detectives investigate prostitute's murder, uncovering cultural challenges and cover-up.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1208 - Reason: The intense psychological and moral dilemmas faced during the Vietnam War resonate with the user's interest in complex, thought-provoking narratives as seen in films like "One Flew Over the Cuckoo's Nest." Rank 2: Movie 517 - Reason: The investigation of cultural challenges and moral ambiguity aligns with the user's appreciation for crime dramas that explore deeper societal issues, similar to "Reservoir Dogs." Rank 3: Movie 3827 - Reason: The adventurous spirit and themes of camaraderie among the astronauts appeal to the user's taste for thrilling and action-packed stories, akin to "Jaws." Rank 4: Movie 3418 - Reason: The strong female characters and themes of friendship and rebellion align with the user's interest in character-driven dramas, as seen in "My Fair Lady." Rank 5: Movie 1079 - Reason: The blend of comedy and crime, along with clever heist elements, matches the user's enjoyment of humorous narratives like "Airplane!" while also incorporating tension. Rank 6: Movie 2852 - Reason: The exploration of prejudice and moral complexities in a military setting resonates with the user's interest in dramatic narratives that challenge societal norms, similar to "Dog Day Afternoon." Rank 7: Movie 3137 - Reason: The secretive and action-packed mission during WWII aligns with the user's taste for thrilling war stories, echoing themes from "The Untouchables." Rank 8: Movie 1644 - Reason: The horror and thriller elements, combined with the theme of secrets and consequences, may not align closely with the user's preference for more character-driven and dramatic narratives. Rank 9: Movie 555 - Reason: The chaotic romance and crime elements may not resonate as strongly with the user, who seems to prefer more serious and thought-provoking stories rather than lighter romantic thrillers. Rank 10: Movie 3715 - Reason: The comedic approach to crime may not align with the user's preference for more serious narratives, as seen in their history of favoring dramatic and intense films.

Rank 1: Movie 3715 - Reason: This film combines crime and comedy elements, offering a light-hearted yet engaging narrative that aligns with the user's appreciation for character-driven stories. Rank 2: Movie 3137 - Reason: The war and action themes resonate with the user's interest in intense, dramatic narratives, similar to those found in their history with films like "Reservoir Dogs." Rank 3: Movie 1208 - Reason: The psychological depth and moral complexities of war in this film align with the user's taste for thought-provoking dramas like "One Flew Over the Cuckoo's Nest." Rank 4: Movie 555 - Reason: This film's blend of romance and crime mirrors the user's enjoyment of character relationships and thrilling plots, as seen in "True Romance." Rank 5: Movie 3827 - Reason: The adventurous spirit and themes of teamwork in this film appeal to the user's interest in engaging narratives, akin to "Jaws." Rank 6: Movie 1644 - Reason: The horror and thriller elements combined with a mystery plot align with the user's taste for suspenseful storytelling, as seen in "Reservoir Dogs." Rank 7: Movie 1079 - Reason: This comedy-crime film's clever heist and character dynamics resonate with the user's enjoyment of humor and crime narratives, similar to "Airplane!" Rank 8: Movie 2852 - Reason: The exploration of prejudice and moral dilemmas in a war setting reflects the user's interest in serious dramas, akin to "Dog Day Afternoon." Rank 9: Movie 3418 - Reason: While it features strong character development, the film's focus on crime and adventure may not fully align with the user's preference for more dramatic narratives. Rank 10: Movie 517 - Reason: The action and thriller aspects may not resonate as strongly with the user, who seems to prefer deeper emotional and narrative complexity in their films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.) There are 10 Candidates for recommendation: Movie 1780:Ayn Rand: A Sense of Life (Genres: Documentary; Language: en; Overview: Ayn Rand, Russian-born author, championed freedom and individualism in America.),, Movie 3204:The Boys from Brazil (Genres: Horror, Drama, Thriller, Science Fiction; Language: en; Overview: Nazi hunter uncovers strange plot to revive the Third Reich.),, Movie 392:The Secret Adventures of Tom Thumb (Genres: Animation, Science Fiction; Language: en; Overview: Small boy kidnapped by lab seeks to reunite with father.),, Movie 3046:The Incredibly True Adventure of Two Girls In Love (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women's love story faces social struggles and romance challenges.),, Movie 2449:The Garbage Pail Kids Movie (Genres: Adventure, Science Fiction, Comedy; Language: en; Overview: Seven quirky kids made from garbage face conflicts over rules.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 3883:Catfish in Black Bean Sauce (Genres: Drama, Comedy; Language: en; Overview: African American couple adopts Vietnamese orphans; identity and relationships explored.), Movie 2368:King Kong Lives (Genres: Action, Horror; Language: en; Overview: Kong falls from twin towers but survives the incident!),, Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.),, Movie 1025:The Sword in the Stone (Genres: Animation, Family; Language: en; Overview: Wart aspires to be a knight, meets amnesiac wizard Merlin.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 392 - Reason: This movie combines animation and science fiction elements, appealing to the user's enjoyment of imaginative and adventurous narratives like E.T. and The Empire Strikes Back. Rank 2: Movie 1780 - Reason: The documentary format and exploration of individualism resonate with the user's appreciation for thought-provoking themes, similar to the complexities found in The Spanish Prisoner. Rank 3: Movie 3883 - Reason: The exploration of identity and relationships in a drama-comedy format aligns with the user's interest in character-driven stories, reminiscent of Drugstore Cowboy. Rank 4: Movie 1025 - Reason: This animated family film shares a whimsical adventure tone that matches the user's fondness for fantastical storytelling as seen in their top-ranked movies. Rank 5: Movie 2368 - Reason: The action and horror elements in this film provide an exciting experience, appealing to the user's taste for thrilling narratives like Predator. Rank 6: Movie 3046 - Reason: The romantic and social struggles faced by the characters connect with the user's interest in complex relationships, similar to the emotional depth in Awakenings. Rank 7: Movie 3204 - Reason: The thriller and science fiction aspects of this film resonate with the user's preference for intense, thought-provoking narratives, akin to The Hunt for Red October. Rank 8: Movie 3466 - Reason: The blend of fantasy and drama with a comedic touch aligns with the user's enjoyment of heartwarming stories, reminiscent of Austin Powers. Rank 9: Movie 2449 - Reason: The quirky and comedic nature of this film may not align with the user's preference for more serious or intense narratives, as seen in Henry: Portrait of a Serial Killer. Rank 10: Movie 555 - Reason: Although it has action and romance, the violent crime elements may not appeal to the user's preference for more family-oriented or fantastical stories.

Rank 1: Movie 1025 - Reason: This movie features a magical adventure and themes of friendship, which resonate with the user's enjoyment of family-oriented stories like E.T. the Extra-Terrestrial. Rank 2: Movie 3204 - Reason: The film's exploration of dark themes and psychological tension aligns with the user's interest in complex narratives, as seen in The Hunt for Red October and Henry: Portrait of a Serial Killer. Rank 3: Movie 1780 - Reason: This documentary's focus on individualism and freedom may appeal to the user's appreciation for thought-provoking stories, similar to the deeper motivations in The Spanish Prisoner. Rank 4: Movie 392 - Reason: The blend of animation and a unique storyline about a kidnapped boy aligns with the user's taste for imaginative and adventurous tales like E.T. and Austin Powers. Rank 5: Movie 3466 - Reason: This film combines fantasy and drama, exploring themes of connection and purpose, which may resonate with the emotional depth found in Awakenings. Rank 6: Movie 3046 - Reason: The romantic and social struggles faced by the characters may appeal to the user's interest in character-driven narratives, similar to the relationships in Drugstore Cowboy. Rank 7: Movie 2449 - Reason: The quirky humor and adventurous spirit may not align well with the user's preference for more serious or thrilling narratives, as seen in their history. Rank 8: Movie 555 - Reason: The intense action and crime elements might not resonate with the user, who seems to prefer more emotional or thought-provoking films. Rank 9: Movie 3883 - Reason: The focus on identity and relationships may not align with the user's preference for more action-oriented or thrilling plots, as seen in their history. Rank 10: Movie 2368 - Reason: The horror and action elements may not appeal to the user, who seems to favor more family-friendly or thought-provoking narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2983:The Ipcress File (Genres: Thriller; Language: en; Overview: Harry Palmer investigates a traitor within British Intelligence's secret service.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.) There are 10 Candidates for recommendation: Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 2055:Hot Lead & Cold Feet (Genres: Action, Comedy, Family, Western; Language: en; Overview: Twin brothers compete for their father's fortune: tough vs. soft.),, Movie 2086:One Magic Christmas (Genres: Family, Fantasy; Language: en; Overview: Ginny finds Christmas joy through her daughter's faith and guardian angel.),, Movie 346:Backbeat (Genres: Drama, Music; Language: en; Overview: Film explores The Beatles' early days in Hamburg, focusing relationships.),, Movie 813:Larger Than Life (Genres: Family, Comedy; Language: en; Overview: Motivational speaker inherits elephant, learns life lessons, finds love.),, Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.),, Movie 2875:Sommersby (Genres: Drama, Thriller, Mystery, Romance; Language: en; Overview: Laurel questions her husband's identity after his surprising return.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.),, Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.),, Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1079 - Reason: This movie combines comedy and crime elements, offering a light-hearted yet clever narrative that aligns with the user's appreciation for engaging storytelling. Rank 2: Movie 2055 - Reason: The blend of action and comedy in a family-friendly setting resonates with the user's interest in entertaining and adventurous films. Rank 3: Movie 2028 - Reason: This film's intense war drama and themes of sacrifice and brotherhood connect with the user's preference for powerful narratives seen in movies like "The African Queen." Rank 4: Movie 813 - Reason: The family and comedy aspects, along with life lessons, align well with the user's enjoyment of heartfelt stories. Rank 5: Movie 1235 - Reason: This film's exploration of unconventional relationships and the joy of life mirrors the user's interest in romantic and dramatic narratives. Rank 6: Movie 346 - Reason: The focus on music and personal relationships in this drama connects with the user's appreciation for character-driven stories. Rank 7: Movie 2875 - Reason: The mystery and thriller elements, along with a romantic subplot, resonate with the user's taste for complex narratives. Rank 8: Movie 2086 - Reason: The family and fantasy themes, along with a heartwarming Christmas story, may not strongly align with the user's typical preferences. Rank 9: Movie 70 - Reason: The horror and action elements may not appeal to the user's interest in more thoughtful and character-driven films. Rank 10: Movie 2144 - Reason: The teen romantic comedy may not align with the user's more serious and dramatic film preferences.

Rank 1: Movie 70 - Reason: This movie combines horror, action, and thriller elements, aligning with the user's interest in intense and suspenseful narratives like "Jaws" and "A Clockwork Orange." Rank 2: Movie 2144 - Reason: The romantic high school setting resonates with the user's appreciation for character-driven stories, similar to the emotional connections in "Harold and Maude." Rank 3: Movie 2086 - Reason: The family and fantasy themes offer a heartwarming narrative that contrasts with the user's darker preferences, providing a refreshing change while still being engaging. Rank 4: Movie 1079 - Reason: This comedy-crime film features clever heists and witty dialogue, appealing to the user's taste for intricate plots as seen in "The Spanish Prisoner." Rank 5: Movie 1235 - Reason: The unique friendship and life lessons in this film mirror the user's interest in character exploration and emotional depth, similar to "The African Queen." Rank 6: Movie 2875 - Reason: The mystery surrounding identity and the emotional drama aligns with the user's preference for complex narratives as seen in "Henry: Portrait of a Serial Killer." Rank 7: Movie 2055 - Reason: The light-hearted competition and family dynamics provide a comedic relief that contrasts with the user's darker film preferences, making it a fun watch. Rank 8: Movie 346 - Reason: The focus on music and relationships in this drama offers a nostalgic look at a famous band, which may not align closely with the user's darker themes but provides cultural insight. Rank 9: Movie 2028 - Reason: While this war drama is critically acclaimed, its intense and graphic nature may not resonate as strongly with the user's preference for more character-driven stories. Rank 10: Movie 813 - Reason: The family-oriented comedy may lack the thrilling or dramatic elements that the user typically enjoys, making it less appealing compared to their usual choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2391:A Simple Plan (Genres: Drama, Crime, Thriller; Language: en; Overview: Brothers' discovery of cash sparks greed, paranoia, and conflict.), Movie 2646:House of Dracula (Genres: Horror, Science Fiction; Language: en; Overview: Scientist cures rare diseases, discovers lycanthropy, but becomes mad.), Movie 3230:The Odessa File (Genres: Drama, Thriller; Language: en; Overview: Journalist investigates former SS-Captain, connects with ODESSA and Israel.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) There are 10 Candidates for recommendation: Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 2280:Clay Pigeons (Genres: Comedy, Crime, Drama, Thriller; Language: en; Overview: Clay feels guilt after witnessing his friend's suicide and resists.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.),, Movie 2466:Belizaire the Cajun (Genres: Romance, Drama, History; Language: en; Overview: Cajun spokesman Belizaire faces racism, rivalry, and complicated relationships.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3418 - Reason: This movie combines drama, thriller, and crime elements, resonating with the user's preference for intense character-driven stories similar to "Some Folks Call It a Sling Blade." Rank 2: Movie 2466 - Reason: The historical and romantic themes in this film align with the user's appreciation for complex narratives, as seen in their interest in character-driven dramas like "A Simple Plan." Rank 3: Movie 1208 - Reason: The war drama and psychological depth reflect the user's taste for thought-provoking stories, akin to "A Clockwork Orange" and "The Howling." Rank 4: Movie 2280 - Reason: This film's blend of comedy and crime mirrors the user's enjoyment of dark humor and moral dilemmas, as seen in "Henry: Portrait of a Serial Killer." Rank 5: Movie 1092 - Reason: The thriller and mystery elements in this film connect with the user's interest in suspenseful narratives, similar to "The Terminator." Rank 6: Movie 3827 - Reason: The action and adventure aspects appeal to the user's enjoyment of thrilling escapades, reminiscent of "Jurassic Park." Rank 7: Movie 509 - Reason: The dramatic and romantic elements resonate with the user's appreciation for emotional storytelling, as seen in "Some Folks Call It a Sling Blade." Rank 8: Movie 1270 - Reason: The adventure and science fiction blend aligns with the user's enjoyment of imaginative narratives, similar to "Back to the Future." Rank 9: Movie 329 - Reason: While this film has action and adventure, the focus on a franchise may not appeal as much to the user who prefers standalone, character-driven stories. Rank 10: Movie 3682 - Reason: The action-heavy plot may not resonate with the user’s preference for deeper, more character-focused narratives as seen in their history.

Rank 1: Movie 3682 - Reason: This film's blend of action and crime resonates with the user's interest in intense narratives involving moral ambiguity, similar to "Henry: Portrait of a Serial Killer." Rank 2: Movie 1208 - Reason: The psychological depth and exploration of war in this drama align with the user's preference for complex, thought-provoking stories as seen in "A Clockwork Orange." Rank 3: Movie 3827 - Reason: The adventurous spirit and themes of teamwork in this action-packed narrative match the user's enjoyment of thrilling escapades like "Jurassic Park." Rank 4: Movie 1270 - Reason: This film's time travel and comedic elements appeal to the user's taste for adventure and science fiction, reminiscent of "The Terminator." Rank 5: Movie 2466 - Reason: The historical and romantic elements in this drama provide a contrast to the user's typical preferences but may intrigue them with its character-driven story. Rank 6: Movie 329 - Reason: The science fiction and adventure aspects of this film align with the user's interest in complex narratives, similar to "A Clockwork Orange." Rank 7: Movie 509 - Reason: The emotional depth and dramatic storytelling in this romance may not fully align with the user's usual preferences for thrillers and action. Rank 8: Movie 2280 - Reason: The blend of comedy and crime in this film may not resonate strongly with the user's preference for more serious and intense narratives. Rank 9: Movie 1092 - Reason: The thriller and mystery elements may appeal to the user, but the focus on seduction and personal relationships might not align with their typical interests. Rank 10: Movie 3418 - Reason: While this film features strong themes of friendship and adventure, its focus on female protagonists may not resonate as strongly with the user's viewing history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1301:Forbidden Planet (Genres: Adventure, Science Fiction, Action; Language: en; Overview: Captain Adams searches for missing spaceship on Altair 4.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2646:House of Dracula (Genres: Horror, Science Fiction; Language: en; Overview: Scientist cures rare diseases, discovers lycanthropy, but becomes mad.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.) There are 10 Candidates for recommendation: Movie 1473:Best Men (Genres: Comedy, Romance; Language: en; Overview: Four men visit a friend, but encounter a bank robbery.),, Movie 183:Mute Witness (Genres: Thriller, Foreign; Language: en; Overview: Mute makeup artist discovers snuff film, faces Russian mafia danger.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.),, Movie 1484:The Daytrippers (Genres: Comedy, Drama, Mystery; Language: en; Overview: Eliza discovers a love note, leading to family confrontations.),, Movie 77:Nico Icon (Genres: Documentary; Language: en; Overview: Nico's life: supermodel, diva, junkie, and ultimately, unfulfilled.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.), Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 77 - Reason: This documentary explores the complex life of a multifaceted artist, appealing to the user's interest in character-driven narratives similar to those in their history. Rank 2: Movie 555 - Reason: The blend of action and romance in a thrilling crime setting resonates with the user's enjoyment of intense and dramatic storylines. Rank 3: Movie 3682 - Reason: The gritty crime thriller aspect aligns with the user's preference for suspenseful narratives, as seen in their interest in films like "North by Northwest." Rank 4: Movie 1484 - Reason: This film's mix of comedy and drama about personal relationships reflects the user's appreciation for character-driven stories, similar to "My Fair Lady." Rank 5: Movie 2395 - Reason: The high school competition for love mirrors the romantic and comedic elements found in the user's favored films, making it relatable. Rank 6: Movie 3735 - Reason: The themes of corruption and moral dilemmas in a crime drama align with the user's interest in thought-provoking narratives, akin to "A Clockwork Orange." Rank 7: Movie 183 - Reason: The thriller aspect combined with a foreign film's unique perspective may intrigue the user, though it deviates from their usual genre preferences. Rank 8: Movie 1473 - Reason: This comedy about unexpected situations may not resonate as strongly with the user, who prefers more dramatic or thrilling narratives. Rank 9: Movie 1208 - Reason: The war drama's intense themes might be less appealing to the user, who seems to favor lighter or more adventurous storylines. Rank 10: Movie 1079 - Reason: While a comedy, the crime elements may not align with the user's preference for more serious or thought-provoking narratives.

Rank 1: Movie 1484 - Reason: This movie combines elements of comedy, drama, and mystery, appealing to the user's interest in character-driven stories with emotional depth. Rank 2: Movie 2395 - Reason: The high school setting and competition for love resonate with the user's enjoyment of romantic narratives, similar to "My Fair Lady." Rank 3: Movie 183 - Reason: The thriller aspect and foreign perspective align with the user's preference for intense, thought-provoking stories as seen in "North by Northwest." Rank 4: Movie 1473 - Reason: The comedic elements and unexpected situations mirror the user's enjoyment of humor in "The Jerk," while also incorporating a romantic subplot. Rank 5: Movie 1079 - Reason: This film's blend of comedy and crime resonates with the user's taste for clever narratives, similar to the humor found in "The Jerk." Rank 6: Movie 3682 - Reason: The action and crime themes appeal to the user's interest in thrilling narratives, akin to the intensity found in "A Clockwork Orange." Rank 7: Movie 3735 - Reason: The focus on crime and moral dilemmas aligns with the user's preference for complex characters and societal issues, as seen in "A Clockwork Orange." Rank 8: Movie 555 - Reason: The mix of romance and crime offers a thrilling narrative, but it may not resonate as strongly with the user compared to their preferred genres. Rank 9: Movie 77 - Reason: As a documentary, it may lack the narrative structure and excitement the user enjoys in fictional films, making it less appealing. Rank 10: Movie 1208 - Reason: While it is a classic, its heavy war themes may not align with the user's preferences for more lighthearted or adventurous stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.), Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2944:The Dirty Dozen (Genres: Action, Adventure, War; Language: en; Overview: 12 condemned soldiers infiltrate château to kill vacationing Nazi officers.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.) There are 10 Candidates for recommendation: Movie 2546:The Deep End of the Ocean (Genres: Drama, Mystery; Language: en; Overview: Michelle Pfeiffer shines as a mother searching for her son.),, Movie 2932:Days of Heaven (Genres: Drama, Romance; Language: en; Overview: Steel worker flees, faces love triangle, locusts, and fire.),, Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 674:Barbarella (Genres: Science Fiction; Language: en; Overview: In the future, a woman battles evil while meeting odd characters.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 3580:Up at the Villa (Genres: Drama, Romance; Language: en; Overview: Superficial characters transformed by circumstance in pre-WWII Florence drama.),, Movie 2219:Murder! (Genres: Mystery, Thriller; Language: en; Overview: Juror believes actress is innocent and seeks the real killer.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 674 - Reason: This movie combines science fiction and adventure elements, appealing to the user's taste for imaginative and unique storytelling as seen in their history. Rank 2: Movie 3580 - Reason: The film's exploration of superficial characters transforming through circumstance aligns with the user's appreciation for character-driven dramas, similar to "Philadelphia." Rank 3: Movie 3682 - Reason: The action and crime elements resonate with the user's interest in thrilling narratives, akin to "Reservoir Dogs" and "Carlito's Way." Rank 4: Movie 2219 - Reason: This mystery thriller engages the user with its complex plot and character motivations, mirroring the intrigue found in "The Spanish Prisoner." Rank 5: Movie 2932 - Reason: The romantic drama set against a backdrop of personal struggle connects with the user's preference for heartfelt stories like "Tender Mercies." Rank 6: Movie 3827 - Reason: The action and adventure themes resonate with the user's enjoyment of films like "Goldfinger" and "The Dirty Dozen." Rank 7: Movie 1079 - Reason: The comedic crime elements align with the user's appreciation for humor intertwined with serious themes, similar to "Reservoir Dogs." Rank 8: Movie 2546 - Reason: The drama and mystery surrounding a mother's search for her son may appeal to the user's emotional engagement found in films like "Philadelphia." Rank 9: Movie 3418 - Reason: While it features strong themes of friendship and adventure, the film may not resonate as much with the user's preference for more serious narratives. Rank 10: Movie 105 - Reason: The romantic focus on a brief affair may not align with the user's interests in more dramatic and complex storylines.

Rank 1: Movie 674 - Reason: This movie combines science fiction and adventure elements, appealing to the user's interest in imaginative storytelling as seen in "Mary Poppins." Rank 2: Movie 2932 - Reason: The romantic and dramatic themes resonate with the user's appreciation for emotional depth found in films like "Tender Mercies" and "The Bridges of Madison County." Rank 3: Movie 3682 - Reason: The action and crime elements align with the user's taste for thrilling narratives, similar to "Carlito's Way" and "Reservoir Dogs." Rank 4: Movie 2219 - Reason: This mystery thriller engages the user's interest in complex plots and character motivations, akin to "The Spanish Prisoner." Rank 5: Movie 105 - Reason: The romantic storyline and character-driven narrative connect with the user's fondness for heartfelt dramas like "Philadelphia." Rank 6: Movie 2546 - Reason: The drama and mystery elements reflect the user's preference for emotional storytelling, similar to "My Life as a Dog." Rank 7: Movie 3418 - Reason: The blend of drama and adventure in this film matches the user's interest in strong character arcs and moral dilemmas, as seen in "The Ice Storm." Rank 8: Movie 1079 - Reason: The comedic crime elements provide a lighter tone, which may not align as closely with the user's preference for more serious narratives. Rank 9: Movie 3827 - Reason: While it has action and adventure, the plot may feel less engaging compared to the user’s favored character-driven dramas. Rank 10: Movie 3580 - Reason: The superficial characters and less intense drama may not resonate with the user's preference for deeper emotional connections found in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 1372:Star Trek VI: The Undiscovered Country (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and McCoy imprisoned, Enterprise crew seeks to thwart conspiracy.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) There are 10 Candidates for recommendation: Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.),, Movie 3537:Where the Money is (Genres: Comedy, Crime, Drama; Language: en; Overview: Nurse plans robbery with stroke victim and supportive husband.), Movie 1497:Double Team (Genres: Action, Science Fiction; Language: en; Overview: One-man arsenal battles terrorists; allies or enemies, choose wisely.),, Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.),, Movie 1217:Ran (Genres: Action, Drama, History; Language: ja; Overview: Elderly warlord's retirement leads to corruption and betrayal among sons.),, Movie 96:A Midwinter's Tale (Genres: Comedy; Language: en; Overview: Actor Joe stages Hamlet to save his sister's church.),, Movie 307:Three Colors: Blue (Genres: Drama, Music, Mystery; Language: fr; Overview: Woman seeks purpose following the loss of husband and child.),, Movie 485:Last Action Hero (Genres: Adventure, Fantasy, Action, Comedy, Family; Language: en; Overview: Danny enters a movie world to save his hero, Jack.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 1091:Weekend at Bernie's (Genres: Comedy; Language: en; Overview: Friends hide boss's death, pretending he's alive to avoid suspicion.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 485 - Reason: This movie blends adventure, fantasy, and comedy, appealing to the user's enjoyment of action-packed narratives with a light-hearted twist, similar to their love for "Star Wars" and "Return of the Jedi." Rank 2: Movie 1217 - Reason: The themes of betrayal and family conflict in a historical setting resonate with the user's appreciation for dramatic storytelling, as seen in "The Deer Hunter." Rank 3: Movie 3466 - Reason: This film's exploration of afterlife themes and emotional connections aligns with the user's interest in character-driven narratives, similar to the depth found in "My Fair Lady." Rank 4: Movie 21 - Reason: The mix of comedy and crime in this film reflects the user's enjoyment of clever storytelling, akin to the humor and action in "Goldfinger" and "The Man with the Golden Gun." Rank 5: Movie 96 - Reason: The comedic take on a classic play may appeal to the user’s love for drama and music, reminiscent of the charm found in "My Fair Lady." Rank 6: Movie 1091 - Reason: This comedy's absurd premise mirrors the light-hearted escapades found in the user's preferred films, providing a fun contrast to more serious narratives like "Henry: Portrait of a Serial Killer." Rank 7: Movie 555 - Reason: The blend of romance and action in this film aligns with the user's taste for thrilling narratives, similar to the intensity found in "True Romance." Rank 8: Movie 3537 - Reason: While this film has comedic elements, it may not resonate as strongly with the user's preference for more action-oriented stories, making it less appealing compared to their favorites. Rank 9: Movie 1497 - Reason: This action sci-fi film may not align with the user's preference for character-driven stories, as seen in their enjoyment of more emotional narratives like "The Deer Hunter." Rank 10: Movie 307 - Reason: The dramatic and musical elements may not captivate the user as much, given their stronger inclination towards adventure and action genres in their viewing history.

Rank 1: Movie 485 - Reason: This movie blends adventure and comedy, appealing to the user's enjoyment of action-packed narratives with a lighthearted twist, similar to their love for "Star Wars." Rank 2: Movie 3537 - Reason: The crime and comedy elements resonate with the user's interest in stories that involve clever heists and character dynamics, akin to the thrill found in "Get Shorty." Rank 3: Movie 3466 - Reason: This film's mix of fantasy and drama aligns with the user's appreciation for emotional and imaginative storytelling, reminiscent of the depth in "The Deer Hunter." Rank 4: Movie 21 - Reason: The exploration of crime and Hollywood parallels the user's interest in narratives that blend humor with serious undertones, similar to "True Romance." Rank 5: Movie 555 - Reason: The action and romantic elements cater to the user's taste for thrilling narratives that also delve into relationships, much like "Return of the Jedi." Rank 6: Movie 1217 - Reason: This historical drama's themes of betrayal and power dynamics resonate with the user's preference for complex narratives, similar to "The Deer Hunter." Rank 7: Movie 307 - Reason: The emotional journey and music elements align with the user's appreciation for character-driven stories, akin to "My Fair Lady." Rank 8: Movie 96 - Reason: The comedic take on classic literature may not align closely with the user's preferred genres, which lean more towards action and drama. Rank 9: Movie 1497 - Reason: The science fiction and action elements might not resonate as strongly with the user's historical and character-focused preferences seen in their movie history. Rank 10: Movie 1091 - Reason: The lighthearted comedy may not appeal to the user's taste for more serious narratives, as demonstrated by their interest in films like "The Deer Hunter."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3230:The Odessa File (Genres: Drama, Thriller; Language: en; Overview: Journalist investigates former SS-Captain, connects with ODESSA and Israel.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.) There are 10 Candidates for recommendation: Movie 3785:Scary Movie (Genres: Comedy; Language: en; Overview: Wayans brothers humorously parody popular horror films and blockbusters.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.),, Movie 2793:An American Werewolf in Paris (Genres: Horror, Comedy; Language: en; Overview: American man unknowingly entangled with werewolves using transformation serum.),, Movie 1477:Love Jones (Genres: Comedy, Drama, Romance; Language: en; Overview: Young poet Darius navigates love complications with photographer Nina.),, Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.), Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 2192:See the Sea (Genres: Drama, Thriller; Language: fr; Overview: Sasha meets stranger Tatiana, tension rises in peaceful community.),, Movie 3414:Love Is a Many-Splendored Thing (Genres: Drama, Romance; Language: en; Overview: Widowed doctor loves married correspondent amid China's Communist revolution.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3949 - Reason: This movie combines crime and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1092 - Reason: The psychological intensity and thrilling mystery resonate with the user's interest in narratives that explore dark and intricate themes. Rank 3: Movie 3414 - Reason: The romantic drama set against a historical backdrop appeals to the user's appreciation for character-driven stories, similar to their interests. Rank 4: Movie 2394 - Reason: This animated film's adventure and family themes align with the user's enjoyment of stories that explore deep emotional connections and challenges. Rank 5: Movie 2793 - Reason: The blend of horror and comedy provides a unique twist that might intrigue the user, given their interest in genre-bending narratives. Rank 6: Movie 2192 - Reason: This French drama's tension and thriller elements match the user's preference for stories that delve into human relationships and conflicts. Rank 7: Movie 2852 - Reason: The exploration of prejudice and deception in a war setting resonates with the user's interest in complex societal issues, as seen in their history. Rank 8: Movie 1477 - Reason: The romantic and comedic elements in this film align with the user's enjoyment of character-driven love stories, similar to their interests. Rank 9: Movie 555 - Reason: The action and crime elements may not align with the user's preference for more serious and dramatic narratives as seen in their history. Rank 10: Movie 3785 - Reason: The parody and comedic focus might not resonate with the user's interest in deeper, more dramatic storytelling as reflected in their movie choices.

Rank 1: Movie 1092 - Reason: This movie combines thriller and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3785 - Reason: The comedic parody of horror films may appeal to the user's interest in humor, providing a lighter contrast to their more serious drama and thriller preferences. Rank 3: Movie 555 - Reason: The blend of action, thriller, and crime in this romantic narrative resonates with the user's taste for intense and engaging storytelling. Rank 4: Movie 2394 - Reason: The adventure and dramatic elements in this animated film reflect the user's appreciation for stories that explore deep themes and familial bonds. Rank 5: Movie 2793 - Reason: This movie's horror-comedy mix aligns with the user's interest in unique genre fusions, adding a playful twist to the horror theme. Rank 6: Movie 3949 - Reason: The intense drama and exploration of addiction in this film match the user's inclination towards serious, thought-provoking narratives. Rank 7: Movie 2852 - Reason: The themes of mystery and prejudice in a war setting resonate with the user's interest in dramatic and complex character-driven stories. Rank 8: Movie 3414 - Reason: The romantic drama set against a historical backdrop may appeal to the user's interest in deep emotional connections and societal challenges. Rank 9: Movie 2192 - Reason: The foreign language aspect and slower narrative pace may not align with the user's preference for more mainstream, action-driven films. Rank 10: Movie 1477 - Reason: The romantic comedy elements may not resonate as strongly with the user, who seems to prefer more serious and dramatic themes in their viewing history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.) There are 10 Candidates for recommendation: Movie 2886:The Adventures of Elmo in Grouchland (Genres: Family; Language: en; Overview: Elmo's blanket adventure teaches sharing and courage in Grouchland.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 1312:Female Perversions (Genres: Drama, Romance; Language: en; Overview: Ambitious attorney engages in excess, struggles with personal life issues.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 3609:Regret to Inform (Genres: Documentary; Language: en; Overview: Filmmaker explores war's impact through widows' stories in Vietnam.),, Movie 249:Immortal Beloved (Genres: Drama, Music, Romance; Language: en; Overview: Beethoven's life, love letter mystery, and relationships explored in film.),, Movie 2669:Pork Chop Hill (Genres: Action, War, Drama; Language: en; Overview: American GIs battle to retake hill from Chinese troops.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 2525:Alligator (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Giant alligator escapes sewers, rampages while pursued by hunters.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 249 - Reason: This film explores the life and struggles of a musical genius, resonating with the user's appreciation for deep character studies and emotional narratives seen in films like "The Deer Hunter" and "Philadelphia." Rank 2: Movie 1092 - Reason: The psychological tension and mystery surrounding the investigation align with the user's interest in thrillers and complex narratives, similar to "The Shining" and "Basic Instinct." Rank 3: Movie 3735 - Reason: The theme of battling corruption within a flawed system mirrors the user's interest in socially relevant dramas like "Philadelphia" and "The Deer Hunter." Rank 4: Movie 2886 - Reason: This family-friendly adventure teaches valuable lessons about sharing and courage, appealing to the user's appreciation for character-driven stories, albeit in a lighter tone than their usual choices. Rank 5: Movie 2669 - Reason: The war drama and action elements resonate with the user's interest in intense narratives like "The Deer Hunter" and "Apocalypse Now." Rank 6: Movie 3827 - Reason: The adventurous spirit and themes of teamwork in space exploration connect with the user's enjoyment of science fiction, as seen in "2001: A Space Odyssey." Rank 7: Movie 2525 - Reason: The horror and thriller aspects of a giant alligator rampaging may not align with the user's preference for more character-driven and dramatic narratives. Rank 8: Movie 1312 - Reason: The film's exploration of personal struggles and ambition may resonate with the user, but its focus on excess might diverge from their typical interest in more serious dramas. Rank 9: Movie 1208 - Reason: While it is a significant war film, its intense and chaotic nature may not align with the user's preference for more character-focused stories seen in their history. Rank 10: Movie 3609 - Reason: The documentary's focus on the impact of war through personal stories may be less appealing to the user, who seems to prefer dramatic narratives over documentary formats.

Rank 1: Movie 3735 - Reason: This movie explores themes of corruption and moral integrity, aligning with the user's interest in socially relevant dramas like "Philadelphia" and "The Deer Hunter." Rank 2: Movie 1312 - Reason: The focus on personal struggles and ambition in a dramatic setting resonates with the user's appreciation for character-driven narratives as seen in "The Ice Storm." Rank 3: Movie 2886 - Reason: This family-friendly adventure promotes values of sharing and courage, which may appeal to the user’s lighter side, contrasting with their more serious drama preferences. Rank 4: Movie 3827 - Reason: The blend of action and adventure with a nostalgic feel connects with the user's enjoyment of epic narratives like "The Empire Strikes Back." Rank 5: Movie 249 - Reason: The exploration of Beethoven's life and relationships offers a rich, emotional narrative that aligns with the user's taste for dramatic stories, similar to "The Shining." Rank 6: Movie 1092 - Reason: The psychological thriller aspect and investigation into complex characters may intrigue the user, reflecting their interest in suspenseful narratives like "The Celluloid Closet." Rank 7: Movie 2669 - Reason: The war drama and themes of camaraderie may resonate with the user’s appreciation for films like "The Deer Hunter," focusing on the impact of conflict. Rank 8: Movie 3609 - Reason: The documentary's exploration of personal stories related to war provides a poignant perspective that aligns with the user’s interest in historical narratives as seen in "The Celluloid Closet." Rank 9: Movie 2525 - Reason: The horror and science fiction elements might not align with the user’s preference for more serious and dramatic storytelling, as seen in their history. Rank 10: Movie 1208 - Reason: While a classic war film, its intense and chaotic nature may not resonate with the user’s preference for more character-driven and emotional narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2353:Enemy of the State (Genres: Action, Drama, Thriller; Language: en; Overview: Lawyer framed by hacker; rogue agent seeks to eliminate him.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3507:The Odd Couple (Genres: Comedy; Language: en; Overview: Felix moves in with messy Oscar after his divorce.) There are 10 Candidates for recommendation: Movie 1985:Halloween 4: The Return of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Michael Myers returns; his niece Jamie seeks help to survive.),, Movie 3564:The Flintstones in Viva Rock Vegas (Genres: Science Fiction, Comedy, Family, Romance; Language: en; Overview: Fred and Wilma face Chip Rockefeller in Rock Vegas romance.),, Movie 503:The New Age (Genres: Comedy, Drama; Language: en; Overview: Couple seeks meaning through business and New Age after job loss.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 3289:Not One Less (Genres: Drama; Language: zh; Overview: Teacher Gao entrusts inexperienced Wei to protect his students' futures.),, Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.), Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 3085:The Living Dead Girl (Genres: Horror; Language: fr; Overview: Toxic spill revives heiress; she seeks blood with friend's help.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1092 - Reason: This movie combines thriller and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1208 - Reason: The intense drama and war themes resonate with the user's appreciation for deep narratives, similar to their enjoyment of "The Godfather: Part II." Rank 3: Movie 3897 - Reason: This coming-of-age film about music and personal growth connects with the user's interest in character-driven stories, as seen in "Tender Mercies." Rank 4: Movie 3418 - Reason: The blend of drama and crime in this film reflects the user's taste for strong character relationships and moral dilemmas, akin to "Reservoir Dogs." Rank 5: Movie 1985 - Reason: The horror and thriller aspects align with the user's enjoyment of suspenseful narratives, similar to "The Howling" and "Henry: Portrait of a Serial Killer." Rank 6: Movie 3085 - Reason: While it has horror elements, the focus on personal relationships may not resonate as strongly with the user's preference for more intense thrillers. Rank 7: Movie 503 - Reason: This comedy-drama may not align with the user's preference for darker themes and intense narratives found in their top choices. Rank 8: Movie 3564 - Reason: The family-friendly comedy elements are likely less appealing to the user, who prefers more serious and complex storytelling. Rank 9: Movie 3682 - Reason: The action and crime themes may not fully connect with the user's interest in deeper character studies and psychological tension. Rank 10: Movie 3289 - Reason: The cultural and language differences in this drama might not resonate with the user's established preferences for English-language films.

Rank 1: Movie 1985 - Reason: This movie features a classic horror icon and intense suspense, aligning with the user's interest in thrillers and horror as seen in 'The Howling' and 'Henry: Portrait of a Serial Killer'. Rank 2: Movie 1092 - Reason: The psychological thriller aspect and the mystery surrounding the murder investigation resonate with the user's preference for complex narratives, similar to 'Reservoir Dogs'. Rank 3: Movie 3418 - Reason: The themes of friendship and crime, along with a strong female lead, match the user's interest in character-driven stories like 'The Godfather: Part II'. Rank 4: Movie 3897 - Reason: This coming-of-age story about music and self-discovery connects with the user's appreciation for character development seen in 'Tender Mercies'. Rank 5: Movie 3682 - Reason: The action and crime elements, along with moral dilemmas, appeal to the user's taste for thrilling narratives as in 'Lethal Weapon 2'. Rank 6: Movie 1208 - Reason: The intense drama and exploration of war's psychological impact align with the user's preference for deep, thought-provoking stories like 'The Godfather: Part II'. Rank 7: Movie 3085 - Reason: The horror theme combined with a unique storyline may not resonate as strongly with the user, who prefers more grounded narratives. Rank 8: Movie 503 - Reason: The comedic elements and focus on self-discovery might not align well with the user's preference for more serious themes, as seen in their history. Rank 9: Movie 3289 - Reason: The cultural and educational themes may not engage the user as much, given their preference for more mainstream and dramatic narratives. Rank 10: Movie 3564 - Reason: The family-friendly comedy aspect may not appeal to the user, who tends to favor darker and more complex genres.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.) There are 10 Candidates for recommendation: Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.),, Movie 1665:Bean (Genres: Comedy; Language: en; Overview: Caretaker Bean is sent to Los Angeles for an art opening.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 1412:Some Mother's Son (Genres: Drama, History; Language: en; Overview: IRA hunger strike film highlights mothers' struggle to save sons.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 3391:Who's That Girl (Genres: Comedy; Language: en; Overview: Uptight lawyer's life changes when he helps ex-convict prove innocence.),, Movie 3085:The Living Dead Girl (Genres: Horror; Language: fr; Overview: Toxic spill revives heiress; she seeks blood with friend's help.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1665 - Reason: This comedy features a quirky protagonist and humorous situations, which may appeal to the user’s enjoyment of character-driven narratives seen in their history. Rank 2: Movie 3391 - Reason: The film's blend of comedy and a legal drama may resonate with the user’s appreciation for character dynamics and unexpected plot twists. Rank 3: Movie 1270 - Reason: The time travel element and adventure aspects align well with the user’s interest in science fiction and engaging storylines. Rank 4: Movie 1412 - Reason: This drama highlights personal struggles and historical context, appealing to the user’s taste for deep, character-focused narratives. Rank 5: Movie 555 - Reason: The action and crime elements, along with a romantic subplot, align with the user’s preference for thrilling and complex stories. Rank 6: Movie 3827 - Reason: The adventure and action themes, combined with a mission-driven plot, resonate with the user’s interest in thrillers and high-stakes narratives. Rank 7: Movie 1208 - Reason: This war drama explores intense psychological themes, which matches the user’s appreciation for thought-provoking and dramatic storytelling. Rank 8: Movie 3328 - Reason: The unique blend of crime and drama, along with a strong character focus, may not align closely with the user’s established preferences. Rank 9: Movie 3085 - Reason: The horror elements and foreign language may not appeal to the user, who seems to prefer more mainstream narratives. Rank 10: Movie 2852 - Reason: While it has dramatic themes, the focus on war and mystery may not resonate as strongly with the user’s interests in lighter or more adventurous films.

Rank 1: Movie 3085 - Reason: This horror film's blend of supernatural elements and dark themes resonates with the user's interest in intense and thrilling narratives, as seen in their preference for movies like "The Shining" and "The Birds." Rank 2: Movie 1208 - Reason: The psychological depth and moral complexities of war in this film align with the user's appreciation for dramatic and thought-provoking stories, akin to "One Flew Over the Cuckoo's Nest." Rank 3: Movie 1270 - Reason: The time travel and adventure aspects, combined with a comedic twist, match the user's enjoyment of imaginative storytelling, similar to "Jurassic Park." Rank 4: Movie 3391 - Reason: The comedic elements and character-driven plot provide a light-hearted contrast to the user's more intense movie preferences, appealing to their taste for character development seen in "The Opposite of Sex." Rank 5: Movie 1412 - Reason: This drama's focus on personal sacrifice and historical context reflects the user's interest in emotionally charged narratives, similar to "Some Mother's Son." Rank 6: Movie 2852 - Reason: The investigation into prejudice and deception aligns with the user's appreciation for complex narratives, akin to the themes present in "The Spanish Prisoner." Rank 7: Movie 1665 - Reason: The comedic misadventures of the main character offer a lighter tone that may not fully resonate with the user's preference for more serious themes, as seen in their history. Rank 8: Movie 555 - Reason: The mix of action and romance may appeal to the user, but the focus on crime and a more chaotic narrative might not align perfectly with their usual preferences. Rank 9: Movie 3827 - Reason: While it contains action and adventure, the film's premise may lack the psychological depth and complexity that the user typically enjoys in their movie choices. Rank 10: Movie 3328 - Reason: The crime drama elements may not resonate as strongly with the user, who seems to prefer more character-driven or thematic narratives rather than those focused on mob-related stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.), Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.), Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.), Movie 1372:Star Trek VI: The Undiscovered Country (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and McCoy imprisoned, Enterprise crew seeks to thwart conspiracy.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.), Movie 2993:Thunderball (Genres: Adventure, Action, Thriller; Language: en; Overview: Criminals demand ransom for nuclear bombs; Bond must intervene.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.) There are 10 Candidates for recommendation: Movie 3530:Smoking / No Smoking (Genres: Drama, Comedy; Language: fr; Overview: "Smoking" and "No Smoking" explore alternate choices in relationships.),, Movie 2713:Lake Placid (Genres: Horror, Comedy, Action, Science Fiction, Thriller; Language: en; Overview: Game Warden, paleontologist, philanthropist seek crocodile eating locals. Adventure!),, Movie 577:Andre (Genres: Drama, Family, Adventure; Language: en; Overview: Marine seal Andre befriends a girl and her family, 1962.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 1656:Swept from the Sea (Genres: Drama, Romance; Language: en; Overview: Russian emigre survives shipwreck, finds love with kind servant.),, Movie 3439:Teenage Mutant Ninja Turtles II: The Secret of the Ooze (Genres: Science Fiction, Adventure, Action, Comedy, Family; Language: en; Overview: Turtles and Shredder fight for last ooze cannister to create mutants.),, Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 786:Eraser (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: U.S. Marshal protects witness, uncovers corruption, risks his life.),, Movie 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.),, Movie 435:Coneheads (Genres: Comedy, Science Fiction, Family; Language: en; Overview: Aliens Beldar and Prymatt navigate life in Paramus, New Jersey.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2713 - Reason: This movie combines horror, comedy, and adventure elements, appealing to the user's taste for thrilling and adventurous narratives as seen in their history. Rank 2: Movie 3718 - Reason: The documentary style offers a unique perspective on life experiences, which aligns with the user's interest in character-driven stories and complex human interactions. Rank 3: Movie 577 - Reason: The family-friendly adventure theme resonates with the user's enjoyment of heartwarming stories, similar to the charm found in "Mary Poppins." Rank 4: Movie 1656 - Reason: This romantic drama features themes of survival and love, which may attract the user who appreciates emotional depth in storytelling. Rank 5: Movie 164 - Reason: The mystery and thriller elements align with the user's preference for complex narratives, similar to the psychological intensity found in "Fatal Attraction." Rank 6: Movie 435 - Reason: The comedic and science fiction aspects provide a light-hearted take on family life, appealing to the user's enjoyment of humorous narratives like "The Jerk." Rank 7: Movie 3439 - Reason: This film's action and adventure elements, combined with a nostalgic tone, may resonate with the user's affinity for fun, adventurous stories. Rank 8: Movie 3530 - Reason: The exploration of relationships through a comedic lens aligns with the user's interest in character-driven narratives, though it may be less engaging than their top choices. Rank 9: Movie 2852 - Reason: While it features drama and mystery, the war theme may not align as closely with the user's primary interests in family and adventure genres. Rank 10: Movie 786 - Reason: The action and thriller elements might not appeal to the user as much, given their history of preferring more character-focused and emotional narratives.

Rank 1: Movie 3530 - Reason: This movie explores complex relationships and choices, resonating with the user's appreciation for thought-provoking narratives as seen in their history. Rank 2: Movie 786 - Reason: The action and mystery elements align with the user's interest in thrilling stories, similar to their enjoyment of intense narratives like "Fatal Attraction." Rank 3: Movie 3718 - Reason: This documentary offers a unique perspective on life choices, appealing to the user's curiosity about human experiences, akin to their interest in character-driven stories. Rank 4: Movie 2713 - Reason: The blend of horror and comedy in an adventurous setting matches the user's enjoyment of diverse genres, as seen in "Mary Poppins" and "Lake Placid." Rank 5: Movie 3439 - Reason: The family-friendly action and adventure resonate with the user's enjoyment of light-hearted narratives, similar to "Mary Poppins." Rank 6: Movie 164 - Reason: The mystery and dramatic investigation appeal to the user's taste for complex storytelling, as seen in their interest in films like "Henry: Portrait of a Serial Killer." Rank 7: Movie 577 - Reason: The heartwarming family adventure aligns with the user's preference for uplifting stories, reminiscent of their enjoyment of "Mary Poppins." Rank 8: Movie 435 - Reason: The comedic elements and family dynamics may not resonate as strongly with the user, given their preference for more serious or adventurous narratives. Rank 9: Movie 1656 - Reason: The romantic drama may not align with the user's primary interests, as they seem to prefer more intense or adventurous themes. Rank 10: Movie 2852 - Reason: The serious themes of war and prejudice might not appeal to the user as much, given their preference for lighter or more adventurous films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.), Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.) There are 10 Candidates for recommendation: Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 2286:The Fiendish Plot of Dr. Fu Manchu (Genres: Comedy, Horror; Language: en; Overview: Fu Manchu's birthday disrupted; agents seek elixir ingredients, diamond.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 2374:Gung Ho (Genres: Comedy, Drama; Language: en; Overview: Auto worker mediates cultural clash after Japanese company acquisition.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.), Movie 3501:Murphy's Romance (Genres: Comedy, Romance; Language: en; Overview: Divorced woman starts ranch; ex-husband arrives, complicating relationships.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1079 - Reason: This movie combines comedy and crime elements, aligning with the user's enjoyment of clever plots and character-driven narratives as seen in their history. Rank 2: Movie 2374 - Reason: The cultural clash and comedic elements resonate with the user's appreciation for character dynamics and humor found in films like "Jackie Brown." Rank 3: Movie 1092 - Reason: This thriller features a complex investigation and seductive intrigue, matching the user's interest in suspenseful and mysterious narratives like "Basic Instinct." Rank 4: Movie 3682 - Reason: The action and crime themes, along with a gritty narrative, align with the user's preference for intense and thrilling stories as seen in "Lethal Weapon 2." Rank 5: Movie 3735 - Reason: The struggle against corruption and the moral dilemmas faced by the protagonist resonate with the user's interest in character-driven dramas like "Drugstore Cowboy." Rank 6: Movie 3501 - Reason: This romantic comedy's themes of relationships and personal growth appeal to the user's enjoyment of character-centric narratives, similar to "Mary Poppins." Rank 7: Movie 1270 - Reason: The adventure and time travel elements, along with a comedic undertone, align perfectly with the user's love for imaginative storytelling found in "E.T. the Extra-Terrestrial." Rank 8: Movie 555 - Reason: The mix of action and romance in a crime setting resonates with the user's preference for thrilling narratives, akin to "Terminator 2: Judgment Day." Rank 9: Movie 2852 - Reason: While it has strong drama and mystery elements, the war setting may not align as closely with the user's primary interests in adventure and action genres. Rank 10: Movie 2286 - Reason: The combination of comedy and horror may not appeal to the user, as their history leans more towards adventure and action rather than horror themes.

Rank 1: Movie 2374 - Reason: This film's comedic and dramatic elements about cultural clashes resonate with the user's appreciation for character-driven stories, as seen in their history. Rank 2: Movie 1270 - Reason: The adventure and time travel aspects align well with the user's fondness for science fiction and family themes, evident in their enjoyment of "E.T." and "Star Wars." Rank 3: Movie 3501 - Reason: The romantic and comedic elements in this story about complex relationships match the user's interest in character dynamics, similar to "Jackie Brown." Rank 4: Movie 2286 - Reason: This comedy with horror elements offers a unique blend that could appeal to the user's taste for quirky narratives, as seen in "A Fish Called Wanda." Rank 5: Movie 555 - Reason: The action and romance intertwined in a crime setting align with the user's enjoyment of thrillers like "Terminator 2" and "Lethal Weapon 2." Rank 6: Movie 1079 - Reason: This film's comedic crime storyline fits the user's preference for humor mixed with tension, similar to "Jackie Brown" and "True Romance." Rank 7: Movie 3735 - Reason: The crime drama's focus on moral integrity and corruption resonates with the user's interest in complex, thought-provoking narratives, akin to "Misery." Rank 8: Movie 3682 - Reason: The action and crime thriller elements may appeal to the user, but the darker tone might not align with their preference for more lighthearted films. Rank 9: Movie 1092 - Reason: While this thriller has intriguing elements, its intense psychological focus may not resonate as strongly with the user's preference for adventure and family themes. Rank 10: Movie 2852 - Reason: The serious themes of war and prejudice may not align with the user's typical interest in lighter, more adventurous narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.) There are 10 Candidates for recommendation: Movie 20:Money Train (Genres: Action, Comedy, Crime; Language: en; Overview: Vengeful cop steals subway fares; brother cop attempts protection.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 3848:Silent Fall (Genres: Drama, Thriller, Mystery; Language: en; Overview: Autistic boy witnesses double murder; therapist seeks to understand him.), Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 1887:Almost Heroes (Genres: Action, Adventure, Comedy, Western; Language: en; Overview: Two explorers embark on a doomed 1804 Pacific Northwest expedition.),, Movie 2192:See the Sea (Genres: Drama, Thriller; Language: fr; Overview: Sasha meets stranger Tatiana, tension rises in peaceful community.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 20 - Reason: The action and crime elements combined with a comedic twist resonate with the user's interest in thrilling narratives, similar to "Clear and Present Danger." Rank 2: Movie 3735 - Reason: The focus on corruption and moral dilemmas in a crime setting aligns with the user's appreciation for complex characters and social issues, as seen in "Drugstore Cowboy." Rank 3: Movie 2192 - Reason: The thriller aspect and character-driven story reflect the user's taste for intense drama, akin to "Dead Poets Society." Rank 4: Movie 1208 - Reason: The war drama and exploration of psychological conflict connect with the user's interest in deep, thought-provoking narratives like "The Godfather: Part II." Rank 5: Movie 3848 - Reason: The mystery surrounding the autistic boy's perspective parallels the user's interest in unique storytelling, similar to "Fatal Attraction." Rank 6: Movie 21 - Reason: The blend of comedy and crime mirrors the user's enjoyment of light-hearted yet thrilling narratives, akin to "Indiana Jones and the Last Crusade." Rank 7: Movie 2852 - Reason: The investigation of prejudice and deception aligns with the user's preference for socially relevant themes, as seen in "The African Queen." Rank 8: Movie 1887 - Reason: The adventure and comedy elements may not resonate as strongly with the user, given their preference for more serious narratives. Rank 9: Movie 3682 - Reason: The darker themes of vigilantism and crime may be less appealing to the user, who has shown a preference for more character-driven stories. Rank 10: Movie 1270 - Reason: While entertaining, the time travel comedy may not align with the user's preference for more dramatic and serious narratives.

Rank 1: Movie 20 - Reason: The action and crime elements combined with a comedic twist resonate with the user's enjoyment of thrillers and dramatic narratives. Rank 2: Movie 2192 - Reason: This film's dramatic tension and thriller aspects align with the user's preference for complex and suspenseful storytelling. Rank 3: Movie 1270 - Reason: The adventure and family themes, along with time travel, connect with the user's interest in imaginative and heartwarming narratives. Rank 4: Movie 3848 - Reason: The mystery and drama surrounding an autistic boy's perspective may intrigue the user, given their appreciation for character-driven stories. Rank 5: Movie 3735 - Reason: The themes of crime and moral struggle reflect the user's interest in intense dramas that explore societal issues. Rank 6: Movie 21 - Reason: The blend of comedy and crime mirrors the user's taste for films that mix humor with thrilling elements. Rank 7: Movie 2852 - Reason: The dramatic investigation into prejudice aligns with the user's interest in thought-provoking narratives that tackle serious themes. Rank 8: Movie 1887 - Reason: The adventurous and comedic aspects may not resonate as strongly with the user, who prefers more serious themes. Rank 9: Movie 3682 - Reason: The gritty action and crime elements may be less appealing to the user, who seems to favor character-driven dramas. Rank 10: Movie 1208 - Reason: The intense war drama may not align with the user's preference for more lighthearted or family-oriented stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.) There are 10 Candidates for recommendation: Movie 96:A Midwinter's Tale (Genres: Comedy; Language: en; Overview: Actor Joe stages Hamlet to save his sister's church.),, Movie 3805:Knightriders (Genres: Drama; Language: en; Overview: George Romero's tale: modern Renaissance troupe follows medieval honor code.),, Movie 2058:The Negotiator (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Hostage negotiator takes office hostage to prove conspiracy innocence.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 700:Angus (Genres: Comedy, Drama, Family, Romance; Language: en; Overview: Angus, shy and uncool, unexpectedly dances with Melissa at Winter Ball.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3735 - Reason: This film's exploration of corruption and moral integrity aligns with the user's appreciation for complex narratives seen in "Philadelphia" and "A Clockwork Orange." Rank 2: Movie 1079 - Reason: The blend of comedy and crime in this heist film resonates with the user's enjoyment of character-driven stories like "The Opposite of Sex." Rank 3: Movie 2058 - Reason: The intense, layered storytelling and action elements appeal to the user's taste for thrilling narratives, similar to "Indiana Jones and the Last Crusade." Rank 4: Movie 1270 - Reason: The time travel aspect combined with adventure and comedy reflects the user's fondness for imaginative storytelling as seen in "E.T. the Extra-Terrestrial." Rank 5: Movie 2642 - Reason: This movie's mix of comedy and superhero action aligns with the user's enjoyment of light-hearted yet adventurous films like "Star Wars." Rank 6: Movie 3805 - Reason: The unique premise of a modern Renaissance troupe appeals to the user's interest in character-driven dramas like "My Life as a Dog." Rank 7: Movie 3827 - Reason: The adventurous spirit and themes of teamwork resonate with the user's preference for action-packed narratives seen in "Star Wars" and "Indiana Jones." Rank 8: Movie 700 - Reason: The coming-of-age theme and family dynamics may not strongly align with the user's preferred genres, making it less appealing. Rank 9: Movie 96 - Reason: The focus on a theatrical production may not resonate as much with the user's interest in more action-oriented or dramatic narratives. Rank 10: Movie 1208 - Reason: While critically acclaimed, the heavy war themes and psychological intensity may not align with the user's preference for more adventurous or uplifting films.

Rank 1: Movie 2642 - Reason: This film blends comedy and action with a superhero theme, appealing to the user's enjoyment of adventurous narratives like "Star Wars" and "Indiana Jones." Rank 2: Movie 1208 - Reason: The intense drama and war themes resonate with the user's appreciation for complex stories, similar to "Philadelphia" and "A Clockwork Orange." Rank 3: Movie 1079 - Reason: The mix of comedy and crime in a heist setting aligns with the user's enjoyment of character-driven narratives, as seen in "The Opposite of Sex." Rank 4: Movie 700 - Reason: This coming-of-age story with comedic elements reflects the user's interest in personal growth and relationships, akin to "My Life as a Dog." Rank 5: Movie 3735 - Reason: The focus on corruption and moral dilemmas in a crime drama connects with the user's preference for serious themes like those in "The Godfather: Part II." Rank 6: Movie 2058 - Reason: The thrilling plot involving crime and negotiation aligns with the user's taste for suspenseful narratives, similar to "A Clockwork Orange." Rank 7: Movie 3805 - Reason: This adventure film featuring a unique premise appeals to the user's love for action and science fiction, reminiscent of "E.T. the Extra-Terrestrial." Rank 8: Movie 3827 - Reason: The blend of action and adventure with a team dynamic resonates with the user's enjoyment of ensemble casts in films like "Indiana Jones." Rank 9: Movie 1270 - Reason: While entertaining, the time travel aspect may be less appealing to the user compared to their preference for more serious narratives. Rank 10: Movie 96 - Reason: The theatrical focus and lighter tone may not align with the user's interest in more dramatic and intense storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1372:Star Trek VI: The Undiscovered Country (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and McCoy imprisoned, Enterprise crew seeks to thwart conspiracy.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.), Movie 2391:A Simple Plan (Genres: Drama, Crime, Thriller; Language: en; Overview: Brothers' discovery of cash sparks greed, paranoia, and conflict.) There are 10 Candidates for recommendation: Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 258:A Kid in King Arthur's Court (Genres: Adventure, Fantasy, Comedy, Science Fiction, Family; Language: en; Overview: Calvin Fuller travels to Camelot to help save King Arthur.),, Movie 298:Pushing Hands (Genres: Comedy, Drama; Language: zh; Overview: Elderly Chinese grandfather struggles to adapt in American family.),, Movie 3167:Carnal Knowledge (Genres: Drama; Language: en; Overview: Best friends Jonathan and Sandy navigate complex sexual relationships together.),, Movie 92:Mary Reilly (Genres: Drama, Horror, Thriller, Romance; Language: en; Overview: Housemaid loves Dr. Jekyll and his mysterious alter ego, Hyde.),, Movie 1544:The Lost World: Jurassic Park (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Dinosaurs bred secretly; Malcolm joins expedition to document behavior.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.),, Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 92 - Reason: This movie explores complex relationships and psychological themes, aligning with the user's interest in character-driven narratives as seen in "Rain Man" and "Henry: Portrait of a Serial Killer." Rank 2: Movie 258 - Reason: The adventurous and fantastical elements may appeal to the user's enjoyment of imaginative storytelling, similar to "Austin Powers" and "Star Trek VI." Rank 3: Movie 3167 - Reason: This film delves into the intricacies of friendship and sexuality, resonating with the user's appreciation for deep character studies like "The Celluloid Closet." Rank 4: Movie 1092 - Reason: The thriller and mystery aspects align with the user's taste for suspenseful narratives, reminiscent of "The French Connection" and "The Untouchables." Rank 5: Movie 555 - Reason: The blend of action and romance in this crime thriller matches the user's interest in dynamic storytelling, similar to "True Romance" and "A Simple Plan." Rank 6: Movie 1544 - Reason: The adventure and science fiction elements cater to the user's enjoyment of thrilling escapades, akin to "The Empire Strikes Back" and "Back to the Future." Rank 7: Movie 1270 - Reason: This film's time travel concept and comedic elements align with the user's preference for light-hearted yet adventurous narratives, as seen in "Austin Powers." Rank 8: Movie 3735 - Reason: The historical crime drama may resonate with the user's interest in real-life inspired stories, similar to "The Untouchables" and "The French Connection." Rank 9: Movie 298 - Reason: The cultural themes may not strongly resonate with the user, as their history leans more towards action and thriller genres. Rank 10: Movie 3703 - Reason: The post-apocalyptic setting and action focus might not align with the user's preference for character-driven stories and complex narratives.

Rank 1: Movie 258 - Reason: This movie combines adventure, fantasy, and comedy elements, appealing to the user's interest in imaginative and light-hearted narratives. Rank 2: Movie 1092 - Reason: The psychological intensity and mystery of this thriller align with the user's preference for complex, thought-provoking stories. Rank 3: Movie 298 - Reason: The themes of family dynamics and cultural adaptation resonate with the user's interest in character-driven narratives, as seen in their history. Rank 4: Movie 555 - Reason: This film's blend of action and romance offers a thrilling storyline that aligns with the user's taste for engaging and intense narratives. Rank 5: Movie 3167 - Reason: The exploration of complex relationships and emotional depth matches the user's appreciation for dramatic storytelling. Rank 6: Movie 1270 - Reason: The time travel and comedic elements resonate with the user's enjoyment of science fiction and family-friendly adventures. Rank 7: Movie 1544 - Reason: The action-packed adventure with dinosaurs appeals to the user's interest in thrilling and fantastical narratives. Rank 8: Movie 92 - Reason: The blend of horror and romance may not align closely with the user's preferences for more straightforward drama and action. Rank 9: Movie 3735 - Reason: The heavy themes of crime and corruption might be less appealing to the user compared to their preferred genres. Rank 10: Movie 3703 - Reason: The post-apocalyptic setting and action focus may not resonate as strongly with the user's interest in character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3230:The Odessa File (Genres: Drama, Thriller; Language: en; Overview: Journalist investigates former SS-Captain, connects with ODESSA and Israel.), Movie 3364:The Asphalt Jungle (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Paroled burglar plans jewel heist with crooked lawyer and criminals.) There are 10 Candidates for recommendation: Movie 600:Love and a .45 (Genres: Crime, Thriller; Language: en; Overview: Watty and girlfriend flee after a robbery turns deadly.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 10:GoldenEye (Genres: Adventure, Action, Thriller; Language: en; Overview: Bond must stop Janus leader from using GoldenEye against Britain.),, Movie 170:Hackers (Genres: Action, Crime, Thriller, Drama; Language: en; Overview: Teenager, friends uncover hacker plot while evading Secret Service pursuit.),, Movie 2348:Sid & Nancy (Genres: Drama, Music, Romance; Language: en; Overview: Sex Pistols' U.S. tour strains relationships and fuels addiction.),, Movie 3275:The Boondock Saints (Genres: Action, Thriller, Crime; Language: en; Overview: Twin brothers combat Boston's criminals through God-inspired vigilante justice.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 1262:The Great Escape (Genres: Adventure, Drama, History, Thriller, War; Language: en; Overview: Nazis relocate prisoners; they plan ambitious escape during WWII.),, Movie 254:Jefferson in Paris (Genres: Drama, Romance; Language: en; Overview: Jefferson struggles in France, torn between Maria Cosway and Hemings.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1262 - Reason: This movie combines adventure, drama, and historical elements, aligning with the user's interest in thrilling narratives and complex character dynamics as seen in their history. Rank 2: Movie 3418 - Reason: The strong themes of friendship and resilience in the face of adversity resonate with the user's appreciation for character-driven dramas. Rank 3: Movie 10 - Reason: The action and adventure elements, along with the iconic spy narrative, align with the user's enjoyment of thrilling and adventurous films. Rank 4: Movie 254 - Reason: The historical and romantic aspects of this film connect with the user's preference for character-driven stories, similar to "Dead Poets Society." Rank 5: Movie 3682 - Reason: The crime and action elements, along with the moral complexity, appeal to the user's taste for intense and thrilling narratives. Rank 6: Movie 170 - Reason: The hacker theme and youthful rebellion resonate with the user's interest in thrilling plots that involve clever twists and technology. Rank 7: Movie 3827 - Reason: The adventurous spirit and older characters working together align with the user's appreciation for ensemble casts and action-packed stories. Rank 8: Movie 2348 - Reason: The exploration of relationships and struggles in the music scene may not align closely with the user's historical and action-oriented preferences. Rank 9: Movie 600 - Reason: The crime and thriller elements may not resonate as strongly with the user's focus on more character-driven and dramatic narratives. Rank 10: Movie 3275 - Reason: The vigilante justice theme, while thrilling, may not appeal to the user's preference for more nuanced and dramatic storytelling.

Rank 1: Movie 3275 - Reason: This film features vigilante justice and crime-fighting themes that resonate with the user's interest in intense, action-packed narratives. Rank 2: Movie 3418 - Reason: The strong themes of friendship and rebellion against adversity align with the user's appreciation for character-driven drama and thrillers. Rank 3: Movie 170 - Reason: The hacking and technology elements provide a thrilling, fast-paced narrative that matches the user's taste for intelligent and suspenseful stories. Rank 4: Movie 1262 - Reason: This historical adventure showcases teamwork and resilience, appealing to the user's interest in dramatic escapes and wartime narratives. Rank 5: Movie 3827 - Reason: The adventurous spirit of older astronauts embarking on a mission aligns with the user's preference for thrilling action and adventure stories. Rank 6: Movie 600 - Reason: The crime and thriller aspects, along with a focus on a couple in a desperate situation, resonate with the user's interest in intense, character-driven plots. Rank 7: Movie 254 - Reason: The historical drama and romantic elements provide a thoughtful narrative, appealing to the user's appreciation for complex character relationships. Rank 8: Movie 3682 - Reason: The gritty action and crime themes align with the user's interest in thrilling narratives, though it may be darker than their usual preferences. Rank 9: Movie 10 - Reason: While it features action and adventure, the spy genre may not resonate as strongly with the user's focus on more character-driven stories. Rank 10: Movie 2348 - Reason: The music and romance themes may not align closely with the user's preference for action and thriller genres, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.), Movie 2391:A Simple Plan (Genres: Drama, Crime, Thriller; Language: en; Overview: Brothers' discovery of cash sparks greed, paranoia, and conflict.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 2983:The Ipcress File (Genres: Thriller; Language: en; Overview: Harry Palmer investigates a traitor within British Intelligence's secret service.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.) There are 10 Candidates for recommendation: Movie 314:The Secret of Roan Inish (Genres: Drama, Family, Fantasy; Language: en; Overview: Fiona explores Selkie legend after spotting a boy on Roan.),, Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.),, Movie 1188:Strictly Ballroom (Genres: Comedy, Drama, Romance; Language: en; Overview: Scott's career faces risks; can he succeed with new partner?),, Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.),, Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 3771:The Golden Voyage of Sinbad (Genres: Action, Adventure, Drama, Fantasy; Language: en; Overview: Sinbad intercepts homunculus; pursues quest for golden map tablet.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1220 - Reason: The blend of music, comedy, and crime in this film resonates with the user's enjoyment of character-driven narratives and humor, as seen in "The Jerk." Rank 2: Movie 1079 - Reason: This film's clever heist plot and comedic elements align with the user's appreciation for crime and humor, similar to "The Spanish Prisoner." Rank 3: Movie 2028 - Reason: The intense drama and historical context of this war film match the user's interest in profound narratives like "The Deer Hunter" and "Apocalypse Now." Rank 4: Movie 1270 - Reason: The time travel aspect combined with comedy and adventure appeals to the user's taste for imaginative storytelling, akin to "Close Encounters of the Third Kind." Rank 5: Movie 314 - Reason: This film's exploration of family and fantasy aligns with the user's appreciation for heartfelt narratives, similar to themes in "The Ghost of Frankenstein." Rank 6: Movie 1188 - Reason: The romantic and comedic elements in this film resonate with the user's interest in character relationships, akin to "The Jerk." Rank 7: Movie 3771 - Reason: The adventure and fantasy elements in this film attract the user's interest in epic quests, similar to the action in "Predator." Rank 8: Movie 1208 - Reason: The psychological and dramatic themes in this war film align with the user's appreciation for complex narratives, as seen in "The Deer Hunter." Rank 9: Movie 3735 - Reason: While this film features strong themes of crime and drama, its focus on systemic corruption may not resonate as strongly with the user's preference for more personal stories. Rank 10: Movie 3827 - Reason: This film's action-oriented plot may not align with the user's preference for character-driven narratives and deeper emotional themes found in their favorite films.

Rank 1: Movie 3771 - Reason: This movie features an adventurous quest with fantastical elements, appealing to the user's enjoyment of imaginative storytelling as seen in their history. Rank 2: Movie 1079 - Reason: The blend of comedy and crime in a heist scenario aligns with the user's appreciation for clever narratives, similar to "The Spanish Prisoner." Rank 3: Movie 3735 - Reason: The focus on an honest cop fighting corruption resonates with the user's interest in moral dilemmas and societal issues, as seen in "To Kill a Mockingbird." Rank 4: Movie 314 - Reason: The exploration of folklore and family themes connects with the user's taste for heartfelt narratives, akin to the emotional depth in "The Deer Hunter." Rank 5: Movie 3827 - Reason: The mix of action and adventure with a mission to save Earth aligns with the user's preference for thrilling plots, similar to "Predator." Rank 6: Movie 1220 - Reason: The musical and comedic elements combined with a crime backdrop resonate with the user's enjoyment of humor in narratives, as seen in "The Jerk." Rank 7: Movie 1270 - Reason: The time travel aspect and family dynamics appeal to the user's interest in imaginative storytelling, reminiscent of "Close Encounters of the Third Kind." Rank 8: Movie 2028 - Reason: The intense drama and historical context of war connect with the user's preference for serious narratives, similar to "The Deer Hunter." Rank 9: Movie 1188 - Reason: The romantic comedy elements may not align with the user's primary interests in more serious and dramatic themes. Rank 10: Movie 1208 - Reason: The heavy war themes and psychological intensity might be less appealing compared to the user's preference for more character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) There are 9 Candidates for recommendation: Movie 3827:Space Cowboys (Genres: Action, Adventure, Thriller; Language: en; Overview: Four astronauts blackmail their way into orbit to save Earth.),, Movie 1564:Roseanna's Grave (Genres: Comedy, Romance, Drama; Language: en; Overview: Roseanna desires burial beside her daughter, facing cemetery space issues.),, Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 245:The Glass Shield (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Rookie officer J.J. faces racial tensions and police corruption challenges.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 2771:Brokedown Palace (Genres: Drama, Thriller; Language: en; Overview: Best friends' trip turns disastrous when heroin is discovered.),, Movie 3885:Love & Sex (Genres: Comedy, Drama, Romance; Language: en; Overview: Journalist reflects on relationships after editor requests new article.), Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.),, Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1564 - Reason: This film blends comedy and romance with a poignant narrative, appealing to the user's appreciation for character-driven stories as seen in their history. Rank 2: Movie 2771 - Reason: The intense drama and thriller elements resonate with the user's interest in complex narratives that explore friendship and adversity. Rank 3: Movie 3827 - Reason: This movie features action and adventure with a unique premise, aligning with the user's enjoyment of thrilling escapades like those in "Jurassic Park." Rank 4: Movie 245 - Reason: The focus on racial tensions and police corruption provides a gripping drama that matches the user's preference for thought-provoking stories as seen in "Philadelphia." Rank 5: Movie 1092 - Reason: The thriller and mystery aspects, along with a complex protagonist, align with the user's taste for suspenseful narratives as seen in "The Terminator." Rank 6: Movie 1079 - Reason: The comedic crime elements and clever heist plot resonate with the user's enjoyment of witty and engaging storytelling, similar to "Austin Powers." Rank 7: Movie 1230 - Reason: This film's blend of comedy and romance, along with a quirky love story, appeals to the user's interest in character relationships as seen in "Jackie Brown." Rank 8: Movie 3885 - Reason: While it features comedy and drama, the reflective nature of the story may not engage the user as much due to their preference for more action-oriented plots. Rank 9: Movie 1208 - Reason: Although it's a critically acclaimed war drama, its heavy themes may not align with the user's preference for more adventurous and action-packed narratives.

Rank 1: Movie 1092 - Reason: This movie combines thriller and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3827 - Reason: The action and adventure themes resonate with the user's enjoyment of thrilling narratives, similar to the excitement found in "Jurassic Park" and "Raiders of the Lost Ark." Rank 3: Movie 1564 - Reason: The romantic and comedic elements provide a lighter contrast to the user's more dramatic choices, appealing to their interest in character-driven stories. Rank 4: Movie 1079 - Reason: This film's blend of comedy and crime aligns with the user's enjoyment of clever plots and character interactions, as seen in "Austin Powers" and "Jackie Brown." Rank 5: Movie 3885 - Reason: The exploration of relationships and personal growth resonates with the user's interest in character-driven narratives, similar to "Philadelphia." Rank 6: Movie 2771 - Reason: The dramatic tension and themes of friendship under duress connect with the user's appreciation for intense storytelling, as seen in "The Godfather: Part II." Rank 7: Movie 245 - Reason: The focus on social issues and police corruption ties into the user's interest in serious dramas, reminiscent of "Philadelphia" and "Henry: Portrait of a Serial Killer." Rank 8: Movie 1208 - Reason: While a classic, its war theme may not resonate as strongly with the user's preference for more contemporary or character-focused narratives. Rank 9: Movie 1230 - Reason: The romantic comedy aspects may not align with the user's stronger preference for action and drama, making it less appealing compared to their favored films.