instruction
stringclasses
1 value
input
dict
output
dict
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6259", "3339", "429", "6788", "5168", "2486", "4512", "1121", "4119", "4301", "1449", "664", "2265", "9788", "3924", "227", "5614", "1770", "628", "1644", "6837", "6563", "6032", "3786", "11293", "82", "7862", "598", "9207", "257", "2561", "9266", "7740", "4052", "951", "5604", "10817", "8777", "10407", "10942", "5596", "4800", "1757", "2296", "6152", "2618", "8480", "8274", "10130", "2829" ], "interaction": [ { "item": "8641", "sentiment": "Weak Positive" }, { "item": "6323", "sentiment": "Neutral" }, { "item": "4916", "sentiment": "Neutral" }, { "item": "1341", "sentiment": "Strong Negative" }, { "item": "2716", "sentiment": "Strong Positive" }, { "item": "5718", "sentiment": "Strong Negative" }, { "item": "10257", "sentiment": "Neutral" } ], "user_id": "901" }
{ "recommended": [ "6259", "3339", "429", "6788", "5168", "2486", "4512", "1121", "4119", "4301" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11731", "11787", "11586", "11396", "7225", "2316", "1305", "2441", "538", "8558", "5923", "10377", "7355", "11617", "4580", "3617", "11163", "3922", "7252", "1478", "1771", "5731", "6490", "10421", "4237", "11649", "1132", "4021", "3351", "4428", "8690", "4921", "10897", "3017", "1210", "4380", "11694", "5131", "4543", "5568", "2962", "8040", "6968", "4043", "2203", "9831", "2267", "7754", "4364", "6121" ], "interaction": [ { "item": "6260", "sentiment": "Strong Positive" }, { "item": "3715", "sentiment": "Strong Positive" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10692", "sentiment": "Strong Positive" }, { "item": "10558", "sentiment": "Strong Positive" }, { "item": "11603", "sentiment": "Weak Positive" }, { "item": "11877", "sentiment": "Strong Negative" }, { "item": "11731", "sentiment": "Strong Positive" } ], "user_id": "902" }
{ "recommended": [ "11731", "11787", "11586", "11396", "7225", "2316", "1305", "2441", "538", "8558" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5902", "6510", "11222", "5336", "6059", "9169", "10685", "2770", "8354", "1657", "11216", "9658", "9383", "9130", "9081", "6023", "5648", "2540", "10545", "2808", "3740", "9599", "1404", "7498", "8521", "2061", "4999", "2709", "8172", "6769", "8444", "6581", "238", "192", "7521", "10469", "2384", "8352", "2697", "11048", "10566", "4461", "4946", "6226", "4681", "100", "580", "2088", "7398", "5763" ], "interaction": [ { "item": "6433", "sentiment": "Strong Positive" }, { "item": "7764", "sentiment": "Strong Positive" }, { "item": "3313", "sentiment": "Strong Positive" }, { "item": "7812", "sentiment": "Strong Positive" }, { "item": "122", "sentiment": "Strong Positive" } ], "user_id": "903" }
{ "recommended": [ "5902", "6510", "11222", "5336", "6059", "9169", "10685", "2770", "8354", "1657" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10405", "11163", "11874", "7419", "1248", "12065", "8110", "10055", "4904", "1838", "8826", "971", "8868", "11403", "6238", "1856", "1507", "1532", "6599", "379", "11304", "11038", "7740", "3310", "11813", "6487", "769", "11677", "11760", "9771", "11456", "6173", "8991", "8593", "9593", "3072", "6646", "8333", "9723", "1228", "6158", "11223", "476", "950", "7025", "8649", "9273", "11673", "11196", "4969" ], "interaction": [ { "item": "10136", "sentiment": "Strong Positive" }, { "item": "10853", "sentiment": "Strong Positive" }, { "item": "10855", "sentiment": "Strong Positive" }, { "item": "11103", "sentiment": "Strong Positive" }, { "item": "11163", "sentiment": "Strong Positive" } ], "user_id": "904" }
{ "recommended": [ "11163", "10405", "11874", "7419", "1248", "12065", "8110", "10055", "4904", "1838" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7705", "1728", "9703", "292", "8807", "816", "2257", "4268", "10926", "7181", "2109", "2378", "1450", "8664", "1138", "8561", "11983", "4364", "8103", "1500", "2967", "4960", "2937", "2094", "691", "7643", "8441", "654", "3143", "2433", "6554", "8353", "7208", "3445", "503", "3880", "3296", "2778", "10102", "1529", "1449", "11963", "9794", "10687", "8731", "8035", "7911", "5988", "10944", "4476" ], "interaction": [ { "item": "1100", "sentiment": "Strong Negative" }, { "item": "6408", "sentiment": "Strong Positive" }, { "item": "7753", "sentiment": "Strong Negative" }, { "item": "11347", "sentiment": "Strong Negative" }, { "item": "11658", "sentiment": "Weak Negative" }, { "item": "11874", "sentiment": "Strong Negative" }, { "item": "11983", "sentiment": "Neutral" } ], "user_id": "905" }
{ "recommended": [ "11983", "7705", "1728", "9703", "292", "8807", "816", "2257", "4268", "10926" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1027", "956", "5194", "790", "10162", "4018", "10357", "6412", "8551", "7704", "11355", "1190", "2313", "10310", "5887", "9333", "4387", "389", "138", "9368", "330", "253", "6763", "1894", "5321", "3677", "3517", "8000", "2338", "5343", "2081", "9600", "1234", "2074", "1739", "8846", "10910", "6416", "5158", "10962", "4530", "3364", "3522", "8630", "648", "2809", "9594", "5055", "4050", "10136" ], "interaction": [ { "item": "6727", "sentiment": "Strong Positive" }, { "item": "177", "sentiment": "Strong Positive" }, { "item": "1165", "sentiment": "Neutral" }, { "item": "2028", "sentiment": "Weak Negative" }, { "item": "2648", "sentiment": "Weak Positive" }, { "item": "3758", "sentiment": "Strong Negative" }, { "item": "55", "sentiment": "Strong Positive" }, { "item": "5462", "sentiment": "Weak Positive" } ], "user_id": "906" }
{ "recommended": [ "1027", "956", "5194", "790", "10162", "4018", "10357", "6412", "8551", "7704" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1065", "10710", "2015", "8688", "2428", "5294", "248", "8243", "3917", "7912", "7688", "745", "4795", "5563", "5185", "6743", "4042", "3461", "6955", "9207", "1728", "10469", "2154", "6028", "10572", "9768", "4859", "7428", "9363", "272", "10032", "44", "8252", "590", "6644", "10366", "9906", "4320", "3298", "2108", "7177", "5806", "1430", "6053", "773", "4828", "10686", "10262", "7383", "4741" ], "interaction": [ { "item": "1935", "sentiment": "Strong Positive" }, { "item": "1336", "sentiment": "Weak Negative" }, { "item": "2493", "sentiment": "Strong Positive" }, { "item": "6628", "sentiment": "Strong Positive" }, { "item": "3174", "sentiment": "Strong Positive" }, { "item": "5908", "sentiment": "Strong Positive" }, { "item": "1609", "sentiment": "Strong Positive" }, { "item": "4391", "sentiment": "Weak Positive" }, { "item": "5505", "sentiment": "Strong Positive" }, { "item": "2588", "sentiment": "Strong Positive" }, { "item": "617", "sentiment": "Strong Positive" }, { "item": "4896", "sentiment": "Strong Positive" }, { "item": "543", "sentiment": "Strong Positive" }, { "item": "5907", "sentiment": "Strong Positive" }, { "item": "2396", "sentiment": "Strong Positive" }, { "item": "5810", "sentiment": "Weak Positive" }, { "item": "2015", "sentiment": "Strong Positive" } ], "user_id": "907" }
{ "recommended": [ "2015", "1065", "10710", "8688", "2428", "5294", "248", "8243", "3917", "7912" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9316", "11138", "8670", "6860", "7753", "6667", "7450", "181", "8490", "11490", "9135", "9459", "9637", "1535", "9077", "7022", "10449", "2599", "7059", "592", "44", "8002", "282", "7922", "9672", "3411", "4452", "5815", "10790", "8160", "1700", "3202", "837", "2997", "11242", "8256", "5520", "6823", "4664", "4198", "1205", "3882", "6337", "4667", "8844", "10094", "4493", "1230", "3718", "9452" ], "interaction": [ { "item": "1979", "sentiment": "Neutral" }, { "item": "2128", "sentiment": "Strong Positive" }, { "item": "7838", "sentiment": "Strong Positive" }, { "item": "6434", "sentiment": "Strong Positive" }, { "item": "1258", "sentiment": "Strong Positive" }, { "item": "5271", "sentiment": "Strong Positive" }, { "item": "8065", "sentiment": "Strong Negative" }, { "item": "10151", "sentiment": "Strong Positive" }, { "item": "6667", "sentiment": "Strong Positive" } ], "user_id": "908" }
{ "recommended": [ "6667", "9316", "11138", "8670", "6860", "7753", "7450", "181", "8490", "11490" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9805", "9102", "10478", "5051", "9991", "85", "4948", "5976", "7230", "3020", "7320", "6859", "10382", "7352", "11145", "41", "9721", "7293", "7423", "8930", "8912", "7432", "2543", "4227", "7672", "5997", "3130", "10925", "2037", "11700", "8868", "11171", "4811", "11081", "5215", "575", "5989", "7610", "7498", "9643", "11386", "3736", "6085", "5845", "7237", "7670", "7856", "7553", "2506", "7204" ], "interaction": [ { "item": "7122", "sentiment": "Strong Positive" }, { "item": "9120", "sentiment": "Strong Positive" }, { "item": "11061", "sentiment": "Strong Positive" }, { "item": "10512", "sentiment": "Neutral" }, { "item": "5899", "sentiment": "Strong Positive" }, { "item": "6903", "sentiment": "Strong Positive" }, { "item": "8481", "sentiment": "Strong Positive" }, { "item": "11145", "sentiment": "Strong Positive" } ], "user_id": "909" }
{ "recommended": [ "11145", "9805", "9102", "10478", "5051", "9991", "85", "4948", "5976", "7230" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11341", "11972", "6023", "11786", "7820", "11320", "11727", "11934", "8244", "4102", "696", "6006", "11987", "10689", "8778", "11283", "5797", "4327", "4424", "11457", "10839", "6788", "3051", "10880", "4609", "8028", "8803", "9588", "9017", "6763", "8092", "10034", "3244", "10506", "10386", "5062", "8023", "2280", "656", "7722", "5830", "4760", "3976", "8530", "5823", "10581", "8767", "4838", "3078", "6138" ], "interaction": [ { "item": "9458", "sentiment": "Strong Positive" }, { "item": "8556", "sentiment": "Neutral" }, { "item": "8560", "sentiment": "Strong Positive" }, { "item": "10390", "sentiment": "Strong Positive" }, { "item": "10385", "sentiment": "Strong Positive" }, { "item": "10601", "sentiment": "Strong Positive" }, { "item": "10816", "sentiment": "Strong Positive" }, { "item": "10388", "sentiment": "Strong Positive" }, { "item": "11769", "sentiment": "Strong Positive" }, { "item": "11653", "sentiment": "Weak Positive" }, { "item": "11987", "sentiment": "Strong Positive" } ], "user_id": "910" }
{ "recommended": [ "11987", "11341", "11972", "6023", "11786", "7820", "11320", "11727", "11934", "8244" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7636", "6487", "6468", "130", "2714", "9535", "7026", "6409", "10527", "12063", "10600", "3704", "9584", "5770", "11764", "2084", "7322", "11159", "2391", "3051", "11653", "9549", "6835", "5365", "2569", "2747", "5684", "8103", "10118", "3767", "6163", "11536", "1802", "8967", "10366", "8184", "11671", "1283", "11435", "4540", "10572", "8802", "6753", "7954", "11563", "5199", "3694", "8960", "2910", "4791" ], "interaction": [ { "item": "622", "sentiment": "Strong Positive" }, { "item": "2181", "sentiment": "Strong Positive" }, { "item": "2257", "sentiment": "Strong Positive" }, { "item": "3615", "sentiment": "Strong Positive" }, { "item": "4546", "sentiment": "Neutral" }, { "item": "6472", "sentiment": "Strong Positive" }, { "item": "7901", "sentiment": "Weak Positive" } ], "user_id": "911" }
{ "recommended": [ "7636", "6487", "6468", "130", "2714", "9535", "7026", "6409", "10527", "12063" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10492", "6208", "7055", "2987", "4512", "7355", "9119", "5680", "4778", "10004", "770", "6538", "11151", "3317", "7437", "4313", "4543", "642", "9545", "4416", "6876", "2554", "2982", "4097", "4359", "9127", "2441", "769", "1680", "53", "8714", "10468", "5069", "7179", "2000", "2642", "6306", "3209", "3272", "3695", "5520", "10758", "7227", "2656", "11384", "1066", "4990", "1304", "1341", "12078" ], "interaction": [ { "item": "8078", "sentiment": "Strong Positive" }, { "item": "10644", "sentiment": "Strong Negative" }, { "item": "10321", "sentiment": "Strong Positive" }, { "item": "10490", "sentiment": "Strong Positive" }, { "item": "11151", "sentiment": "Neutral" } ], "user_id": "912" }
{ "recommended": [ "11151", "10492", "6208", "7055", "2987", "4512", "7355", "9119", "5680", "4778" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10275", "8585", "8653", "7176", "5242", "7964", "5144", "8741", "10170", "818", "3164", "10810", "3986", "12046", "11619", "6937", "8208", "4484", "2357", "10782", "9987", "8260", "5910", "11664", "9784", "6964", "10283", "6256", "2430", "11330", "4142", "55", "3410", "1590", "10621", "9722", "2292", "6537", "7541", "2258", "10438", "9350", "10752", "5058", "2159", "7473", "10883", "6913", "92", "5803" ], "interaction": [ { "item": "5184", "sentiment": "Strong Positive" }, { "item": "5951", "sentiment": "Strong Positive" }, { "item": "7977", "sentiment": "Strong Positive" }, { "item": "8816", "sentiment": "Strong Positive" }, { "item": "9637", "sentiment": "Strong Positive" }, { "item": "11109", "sentiment": "Strong Positive" } ], "user_id": "913" }
{ "recommended": [ "10275", "8585", "8653", "7176", "5242", "7964", "5144", "8741", "10170", "818" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4949", "5088", "1265", "4004", "414", "2394", "1732", "752", "4694", "8551", "9184", "9100", "6737", "6930", "4188", "4573", "8696", "8856", "2056", "2406", "10207", "2123", "4661", "7700", "11791", "3605", "6510", "1740", "10315", "7345", "7193", "60", "4312", "2975", "4553", "8050", "3949", "3816", "8166", "1475", "1605", "5274", "4972", "9904", "1386", "6556", "6410", "11988", "346", "3754" ], "interaction": [ { "item": "5178", "sentiment": "Strong Positive" }, { "item": "498", "sentiment": "Strong Positive" }, { "item": "3102", "sentiment": "Strong Positive" }, { "item": "3099", "sentiment": "Strong Positive" }, { "item": "3100", "sentiment": "Strong Positive" }, { "item": "869", "sentiment": "Weak Negative" }, { "item": "9184", "sentiment": "Neutral" } ], "user_id": "914" }
{ "recommended": [ "9184", "4949", "5088", "1265", "4004", "414", "2394", "1732", "752", "4694" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3590", "147", "10861", "10131", "1053", "3892", "11309", "2239", "10027", "202", "6105", "10429", "3537", "4222", "6771", "2599", "2270", "9142", "7791", "8674", "123", "8300", "1352", "4514", "700", "6698", "3579", "6836", "426", "4955", "3192", "8994", "200", "3001", "6788", "10823", "1140", "11007", "10002", "671", "6276", "9532", "895", "11576", "173", "1763", "2890", "3772", "11828", "3636" ], "interaction": [ { "item": "5190", "sentiment": "Strong Positive" }, { "item": "946", "sentiment": "Strong Positive" }, { "item": "2159", "sentiment": "Strong Positive" }, { "item": "2050", "sentiment": "Neutral" }, { "item": "2773", "sentiment": "Neutral" }, { "item": "6823", "sentiment": "Neutral" }, { "item": "229", "sentiment": "Neutral" } ], "user_id": "915" }
{ "recommended": [ "3590", "147", "10861", "10131", "1053", "3892", "11309", "2239", "10027", "202" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12075", "5569", "8287", "5926", "6818", "6013", "6325", "7650", "10698", "6538", "4733", "8143", "9614", "627", "5262", "5344", "8231", "1952", "10519", "215", "3435", "9508", "9817", "10820", "4070", "188", "945", "3526", "5015", "2429", "227", "997", "9127", "96", "3872", "9801", "8447", "7240", "8100", "10469", "7993", "2450", "10667", "9644", "7457", "7399", "10326", "1735", "5466", "6690" ], "interaction": [ { "item": "11928", "sentiment": "Strong Positive" }, { "item": "10800", "sentiment": "Strong Positive" }, { "item": "11739", "sentiment": "Strong Positive" }, { "item": "11789", "sentiment": "Strong Positive" }, { "item": "11395", "sentiment": "Strong Positive" }, { "item": "11604", "sentiment": "Strong Positive" }, { "item": "11983", "sentiment": "Strong Positive" }, { "item": "12012", "sentiment": "Strong Positive" }, { "item": "11990", "sentiment": "Strong Positive" }, { "item": "11743", "sentiment": "Strong Positive" }, { "item": "11260", "sentiment": "Strong Positive" }, { "item": "11919", "sentiment": "Strong Positive" }, { "item": "11997", "sentiment": "Strong Positive" }, { "item": "12000", "sentiment": "Strong Positive" }, { "item": "12002", "sentiment": "Strong Positive" }, { "item": "12010", "sentiment": "Strong Positive" }, { "item": "12036", "sentiment": "Strong Positive" }, { "item": "12047", "sentiment": "Strong Positive" }, { "item": "12064", "sentiment": "Strong Positive" }, { "item": "12075", "sentiment": "Strong Positive" } ], "user_id": "916" }
{ "recommended": [ "12075", "5569", "8287", "5926", "6818", "6013", "6325", "7650", "10698", "6538" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "697", "9366", "4627", "186", "11273", "9509", "10218", "5091", "10746", "5293", "1481", "9488", "5339", "5270", "8226", "8249", "4108", "1114", "11373", "11731", "4855", "9442", "6932", "8850", "2481", "9201", "2948", "9", "2854", "3202", "10892", "8382", "4426", "2213", "9209", "11226", "3250", "7963", "11198", "7432", "7587", "4588", "269", "5679", "5067", "916", "920", "10112", "3188", "6722" ], "interaction": [ { "item": "3594", "sentiment": "Strong Positive" }, { "item": "7107", "sentiment": "Weak Positive" }, { "item": "9484", "sentiment": "Neutral" }, { "item": "10979", "sentiment": "Neutral" }, { "item": "11693", "sentiment": "Strong Positive" }, { "item": "8552", "sentiment": "Strong Positive" }, { "item": "11273", "sentiment": "Neutral" } ], "user_id": "917" }
{ "recommended": [ "11273", "697", "9366", "4627", "186", "9509", "10218", "5091", "10746", "5293" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "816", "5430", "3803", "10955", "8936", "3767", "10667", "4956", "8631", "8249", "3139", "9827", "5421", "2873", "489", "10950", "3907", "11148", "2739", "1160", "7145", "4984", "807", "9662", "4048", "103", "4892", "5278", "6788", "9010", "3796", "4602", "7839", "5960", "3087", "1045", "6935", "9183", "4287", "11155", "9894", "1832", "7776", "5491", "7694", "6163", "12034", "6239", "4799", "2754" ], "interaction": [ { "item": "5900", "sentiment": "Strong Positive" }, { "item": "38", "sentiment": "Weak Positive" }, { "item": "1339", "sentiment": "Strong Positive" }, { "item": "3663", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Strong Positive" }, { "item": "8330", "sentiment": "Neutral" }, { "item": "7122", "sentiment": "Strong Positive" }, { "item": "10167", "sentiment": "Neutral" }, { "item": "10768", "sentiment": "Strong Positive" }, { "item": "11139", "sentiment": "Neutral" }, { "item": "7445", "sentiment": "Neutral" } ], "user_id": "918" }
{ "recommended": [ "816", "5430", "3803", "10955", "8936", "3767", "10667", "4956", "8631", "8249" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2987", "9634", "9394", "3605", "1023", "3096", "113", "6670", "4485", "718", "8993", "28", "8800", "9776", "5902", "5924", "9369", "5196", "8888", "192", "2433", "1250", "7340", "6423", "6441", "7361", "10997", "9439", "3564", "4004", "4018", "10773", "1358", "11144", "2897", "3122", "8761", "5541", "4334", "9587", "5287", "6486", "1194", "10203", "1091", "1982", "10697", "9527", "10998", "6900" ], "interaction": [ { "item": "1775", "sentiment": "Strong Positive" }, { "item": "3460", "sentiment": "Weak Negative" }, { "item": "4339", "sentiment": "Strong Negative" }, { "item": "1989", "sentiment": "Neutral" }, { "item": "8551", "sentiment": "Strong Positive" }, { "item": "718", "sentiment": "Strong Positive" } ], "user_id": "919" }
{ "recommended": [ "718", "2987", "9634", "9394", "3605", "1023", "3096", "113", "6670", "4485" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7857", "10357", "133", "3204", "3924", "6912", "2084", "6262", "9404", "9713", "6933", "10382", "4079", "5730", "4012", "3589", "710", "8827", "4254", "4246", "4579", "2721", "6373", "10001", "7283", "5433", "5092", "7667", "492", "2202", "292", "9006", "6092", "5369", "3575", "11747", "5526", "3658", "11124", "1940", "2546", "10789", "4980", "11144", "4578", "5641", "7199", "778", "6120", "9691" ], "interaction": [ { "item": "2028", "sentiment": "Strong Positive" }, { "item": "447", "sentiment": "Neutral" }, { "item": "7554", "sentiment": "Strong Negative" }, { "item": "2845", "sentiment": "Neutral" }, { "item": "1321", "sentiment": "Neutral" }, { "item": "8044", "sentiment": "Strong Positive" }, { "item": "839", "sentiment": "Strong Positive" }, { "item": "10357", "sentiment": "Strong Positive" } ], "user_id": "920" }
{ "recommended": [ "10357", "7857", "133", "3204", "3924", "6912", "2084", "6262", "9404", "9713" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11623", "11955", "11855", "10786", "1213", "10036", "5093", "11342", "9366", "10386", "8387", "8032", "2332", "7765", "8558", "1100", "1278", "3173", "253", "3019", "7446", "7812", "7508", "4324", "1522", "10734", "9368", "7415", "8021", "4388", "498", "8476", "6948", "11018", "9433", "11682", "6358", "7605", "7111", "4115", "6651", "8545", "10613", "834", "10689", "11968", "1967", "10585", "10362", "4136" ], "interaction": [ { "item": "10570", "sentiment": "Neutral" }, { "item": "10703", "sentiment": "Strong Positive" }, { "item": "10773", "sentiment": "Strong Negative" }, { "item": "10775", "sentiment": "Strong Positive" }, { "item": "10808", "sentiment": "Strong Positive" }, { "item": "10813", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Strong Positive" }, { "item": "10943", "sentiment": "Strong Positive" }, { "item": "3856", "sentiment": "Strong Positive" }, { "item": "8814", "sentiment": "Weak Negative" }, { "item": "10881", "sentiment": "Strong Positive" }, { "item": "5152", "sentiment": "Strong Negative" }, { "item": "6141", "sentiment": "Strong Positive" }, { "item": "11619", "sentiment": "Strong Positive" }, { "item": "7470", "sentiment": "Strong Positive" }, { "item": "10665", "sentiment": "Strong Negative" }, { "item": "11853", "sentiment": "Strong Positive" }, { "item": "11712", "sentiment": "Neutral" }, { "item": "11620", "sentiment": "Strong Negative" }, { "item": "11623", "sentiment": "Weak Negative" } ], "user_id": "921" }
{ "recommended": [ "11623", "11955", "11855", "10786", "1213", "10036", "5093", "11342", "9366", "10386" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8307", "8958", "8969", "3856", "7802", "6928", "11132", "8145", "7677", "6079", "8031", "8557", "4434", "10118", "11899", "11945", "11224", "9308", "11654", "11295", "6998", "3715", "5560", "4731", "6639", "3104", "3033", "911", "10517", "983", "8611", "5357", "9007", "12033", "10374", "9633", "11082", "5339", "4148", "1865", "9599", "2992", "2844", "9932", "750", "9113", "5019", "667", "4170", "5578" ], "interaction": [ { "item": "7753", "sentiment": "Strong Positive" }, { "item": "11034", "sentiment": "Strong Positive" }, { "item": "663", "sentiment": "Strong Positive" }, { "item": "4393", "sentiment": "Neutral" }, { "item": "11601", "sentiment": "Strong Positive" }, { "item": "10256", "sentiment": "Strong Positive" } ], "user_id": "922" }
{ "recommended": [ "8307", "8958", "8969", "3856", "7802", "6928", "11132", "8145", "7677", "6079" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7240", "3266", "2284", "5833", "4290", "3208", "438", "6338", "3805", "7802", "1327", "311", "5510", "5987", "5181", "1939", "3593", "7652", "4217", "6283", "6264", "9368", "4508", "2045", "1118", "7105", "5713", "7821", "2944", "9146", "7130", "3624", "8041", "3572", "1067", "6009", "6908", "9762", "2938", "3269", "10243", "5565", "5457", "3091", "10810", "2822", "1087", "2787", "4714", "8315" ], "interaction": [ { "item": "794", "sentiment": "Weak Positive" }, { "item": "861", "sentiment": "Weak Negative" }, { "item": "3933", "sentiment": "Strong Positive" }, { "item": "7052", "sentiment": "Weak Positive" }, { "item": "5429", "sentiment": "Weak Negative" }, { "item": "8202", "sentiment": "Strong Negative" }, { "item": "414", "sentiment": "Strong Positive" }, { "item": "166", "sentiment": "Weak Positive" }, { "item": "546", "sentiment": "Strong Negative" }, { "item": "1475", "sentiment": "Weak Positive" }, { "item": "7676", "sentiment": "Strong Negative" }, { "item": "9957", "sentiment": "Strong Positive" }, { "item": "9959", "sentiment": "Strong Positive" }, { "item": "130", "sentiment": "Strong Positive" }, { "item": "1902", "sentiment": "Strong Positive" }, { "item": "3429", "sentiment": "Neutral" }, { "item": "5973", "sentiment": "Strong Negative" }, { "item": "11595", "sentiment": "Strong Negative" } ], "user_id": "923" }
{ "recommended": [ "7240", "3266", "2284", "5833", "4290", "3208", "438", "6338", "3805", "7802" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11657", "8903", "11", "9397", "6340", "9746", "11740", "9589", "3496", "11161", "10564", "9439", "114", "9557", "1900", "1599", "3504", "9188", "8780", "5225", "4746", "8403", "7534", "2123", "8061", "10802", "8504", "7300", "8974", "2514", "8683", "11318", "4082", "2313", "699", "6246", "7274", "3179", "7697", "10685", "6775", "731", "5762", "2734", "887", "9481", "9839", "1688", "10873", "4666" ], "interaction": [ { "item": "11260", "sentiment": "Strong Positive" }, { "item": "11959", "sentiment": "Strong Positive" }, { "item": "12051", "sentiment": "Strong Positive" }, { "item": "12075", "sentiment": "Strong Positive" }, { "item": "12097", "sentiment": "Strong Positive" }, { "item": "11678", "sentiment": "Strong Positive" }, { "item": "12032", "sentiment": "Strong Positive" }, { "item": "12070", "sentiment": "Strong Positive" }, { "item": "11996", "sentiment": "Strong Positive" }, { "item": "12100", "sentiment": "Strong Positive" }, { "item": "12085", "sentiment": "Strong Positive" } ], "user_id": "924" }
{ "recommended": [ "11657", "8903", "11", "9397", "6340", "9746", "11740", "9589", "3496", "11161" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6903", "7753", "7364", "5697", "9530", "2295", "4908", "2213", "7267", "11989", "10148", "8797", "5086", "11132", "5712", "11035", "4209", "5819", "11987", "2368", "1473", "8157", "6198", "4045", "6993", "6119", "5197", "11344", "7761", "7518", "4746", "117", "9445", "3736", "4104", "8536", "5648", "1454", "5117", "6683", "5198", "5058", "10350", "9732", "3805", "1525", "8986", "7750", "755", "5544" ], "interaction": [ { "item": "1652", "sentiment": "Neutral" }, { "item": "2749", "sentiment": "Strong Positive" }, { "item": "11222", "sentiment": "Neutral" }, { "item": "4008", "sentiment": "Strong Negative" }, { "item": "7821", "sentiment": "Neutral" }, { "item": "11989", "sentiment": "Neutral" } ], "user_id": "925" }
{ "recommended": [ "11989", "6903", "7753", "7364", "5697", "9530", "2295", "4908", "2213", "7267" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7462", "1835", "3529", "945", "4001", "11051", "5288", "9439", "536", "990", "11678", "3605", "4548", "9218", "5982", "7923", "11491", "8773", "958", "8086", "2243", "5425", "8838", "9712", "363", "8153", "10377", "8714", "425", "4", "7906", "7726", "10904", "1515", "4604", "846", "11910", "277", "10686", "2662", "4874", "1291", "10208", "6171", "10355", "5707", "2586", "9831", "11800", "6799" ], "interaction": [ { "item": "907", "sentiment": "Strong Positive" }, { "item": "1148", "sentiment": "Strong Positive" }, { "item": "1934", "sentiment": "Strong Positive" }, { "item": "2397", "sentiment": "Strong Positive" }, { "item": "2887", "sentiment": "Strong Positive" }, { "item": "5425", "sentiment": "Strong Positive" } ], "user_id": "926" }
{ "recommended": [ "5425", "7462", "1835", "3529", "945", "4001", "11051", "5288", "9439", "536" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9338", "11542", "9154", "12059", "7060", "225", "2441", "5416", "5764", "6007", "132", "5777", "5694", "7678", "6011", "3288", "5103", "584", "9777", "2712", "4870", "978", "2545", "4214", "8395", "10203", "1973", "10101", "6194", "313", "8087", "9926", "610", "2048", "2650", "1345", "9281", "11107", "11327", "2041", "10803", "10229", "2893", "1752", "6426", "1574", "9569", "1942", "4954", "3230" ], "interaction": [ { "item": "8737", "sentiment": "Strong Positive" }, { "item": "10416", "sentiment": "Strong Positive" }, { "item": "9181", "sentiment": "Strong Positive" }, { "item": "10001", "sentiment": "Neutral" }, { "item": "10076", "sentiment": "Neutral" }, { "item": "10426", "sentiment": "Strong Positive" }, { "item": "11248", "sentiment": "Strong Positive" }, { "item": "538", "sentiment": "Strong Positive" }, { "item": "1577", "sentiment": "Weak Positive" }, { "item": "9902", "sentiment": "Neutral" }, { "item": "11312", "sentiment": "Weak Negative" } ], "user_id": "927" }
{ "recommended": [ "9338", "11542", "9154", "12059", "7060", "225", "2441", "5416", "5764", "6007" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "68", "1592", "10026", "9031", "1597", "10633", "2746", "164", "7435", "11187", "4683", "4198", "383", "2201", "3715", "9263", "683", "9815", "9776", "1039", "8778", "6095", "1917", "9111", "7892", "6323", "2218", "6787", "10001", "9377", "6848", "10692", "1087", "5853", "7398", "8677", "8570", "4867", "1737", "6749", "7342", "9212", "3213", "6376", "1519", "9091", "8122", "5840", "6656", "10852" ], "interaction": [ { "item": "777", "sentiment": "Strong Positive" }, { "item": "1145", "sentiment": "Strong Negative" }, { "item": "5157", "sentiment": "Strong Positive" }, { "item": "6907", "sentiment": "Strong Positive" }, { "item": "8403", "sentiment": "Strong Positive" }, { "item": "9281", "sentiment": "Strong Positive" }, { "item": "10026", "sentiment": "Strong Positive" } ], "user_id": "928" }
{ "recommended": [ "10026", "68", "1592", "9031", "1597", "10633", "2746", "164", "7435", "11187" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2175", "2372", "2096", "267", "114", "192", "4767", "9683", "9915", "4597", "5092", "6051", "9262", "3486", "1254", "126", "438", "9461", "2221", "5575", "10602", "2245", "8535", "1976", "1751", "3126", "4741", "2146", "10000", "5225", "11103", "4948", "2875", "6510", "5222", "230", "3436", "5410", "8010", "5447", "2574", "5989", "7947", "6120", "520", "7417", "3484", "9449", "4563", "5433" ], "interaction": [ { "item": "5125", "sentiment": "Strong Positive" }, { "item": "5924", "sentiment": "Weak Negative" }, { "item": "179", "sentiment": "Strong Positive" }, { "item": "3157", "sentiment": "Neutral" }, { "item": "3595", "sentiment": "Weak Negative" }, { "item": "6883", "sentiment": "Weak Negative" } ], "user_id": "929" }
{ "recommended": [ "2175", "2372", "2096", "267", "114", "192", "4767", "9683", "9915", "4597" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6808", "10172", "7633", "9403", "7857", "9843", "4785", "4947", "814", "9497", "5344", "2100", "441", "10829", "1255", "6050", "6904", "5836", "7460", "7372", "2651", "11038", "6428", "11260", "3636", "9461", "2622", "6464", "7101", "4124", "4588", "1387", "6193", "7486", "281", "5972", "5529", "6081", "7353", "2547", "2389", "5047", "4874", "2481", "2945", "5808", "10373", "9558", "7708", "8610" ], "interaction": [ { "item": "585", "sentiment": "Strong Positive" }, { "item": "5455", "sentiment": "Strong Negative" }, { "item": "8969", "sentiment": "Strong Positive" }, { "item": "10132", "sentiment": "Strong Positive" }, { "item": "6428", "sentiment": "Strong Positive" } ], "user_id": "930" }
{ "recommended": [ "6428", "6808", "10172", "7633", "9403", "7857", "9843", "4785", "4947", "814" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10609", "2379", "8681", "11184", "181", "7441", "8543", "164", "10217", "3869", "122", "133", "759", "9144", "3061", "4052", "6007", "7227", "3264", "6305", "2233", "4654", "559", "1977", "2876", "1930", "1254", "5648", "5156", "10394", "7937", "11984", "5085", "9716", "8053", "7824", "11856", "8589", "5932", "5200", "4826", "7969", "7989", "6546", "10664", "6718", "4162", "844", "5117", "1975" ], "interaction": [ { "item": "3390", "sentiment": "Strong Positive" }, { "item": "7057", "sentiment": "Strong Positive" }, { "item": "3802", "sentiment": "Strong Positive" }, { "item": "11386", "sentiment": "Strong Positive" }, { "item": "4049", "sentiment": "Strong Positive" }, { "item": "3508", "sentiment": "Neutral" }, { "item": "8830", "sentiment": "Strong Positive" }, { "item": "11222", "sentiment": "Strong Positive" }, { "item": "2112", "sentiment": "Strong Positive" } ], "user_id": "931" }
{ "recommended": [ "10609", "2379", "8681", "11184", "181", "7441", "8543", "164", "10217", "3869" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9961", "6374", "9451", "6978", "6102", "5926", "9172", "8670", "7851", "9760", "7684", "5151", "1282", "8962", "7104", "1258", "86", "3668", "1268", "7213", "4659", "5654", "11443", "1484", "6116", "10091", "3004", "4720", "10240", "9677", "6436", "4842", "10065", "10510", "10186", "3906", "11751", "4964", "11589", "11011", "3777", "8324", "1913", "2353", "7558", "5575", "9712", "5220", "851", "4053" ], "interaction": [ { "item": "10126", "sentiment": "Strong Negative" }, { "item": "9084", "sentiment": "Strong Positive" }, { "item": "6388", "sentiment": "Neutral" }, { "item": "8110", "sentiment": "Strong Negative" }, { "item": "10138", "sentiment": "Strong Negative" }, { "item": "3300", "sentiment": "Strong Positive" }, { "item": "2648", "sentiment": "Neutral" }, { "item": "10393", "sentiment": "Neutral" }, { "item": "557", "sentiment": "Strong Negative" }, { "item": "7001", "sentiment": "Neutral" }, { "item": "8730", "sentiment": "Strong Negative" }, { "item": "11751", "sentiment": "Strong Positive" } ], "user_id": "932" }
{ "recommended": [ "11751", "9961", "6374", "9451", "6978", "6102", "5926", "9172", "8670", "7851" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5188", "2171", "1124", "3955", "7131", "907", "8032", "3438", "1441", "3604", "8315", "2303", "1427", "2026", "945", "7454", "9756", "9253", "706", "5792", "2422", "1690", "6725", "6237", "7443", "9166", "1819", "3226", "397", "240", "3908", "1368", "6980", "6389", "7162", "9043", "7041", "10191", "10310", "10970", "6331", "3344", "7023", "7167", "6742", "9091", "1987", "3817", "490", "10294" ], "interaction": [ { "item": "532", "sentiment": "Strong Positive" }, { "item": "2391", "sentiment": "Weak Negative" }, { "item": "6435", "sentiment": "Weak Positive" }, { "item": "112", "sentiment": "Strong Positive" }, { "item": "6240", "sentiment": "Strong Positive" }, { "item": "8421", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "5363", "sentiment": "Strong Positive" }, { "item": "111", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "2588", "sentiment": "Strong Positive" }, { "item": "879", "sentiment": "Weak Negative" }, { "item": "2520", "sentiment": "Strong Positive" }, { "item": "3839", "sentiment": "Strong Positive" }, { "item": "897", "sentiment": "Strong Positive" }, { "item": "2248", "sentiment": "Strong Positive" }, { "item": "6980", "sentiment": "Neutral" } ], "user_id": "933" }
{ "recommended": [ "6980", "5188", "2171", "1124", "3955", "7131", "907", "8032", "3438", "1441" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2949", "6521", "8243", "4291", "10171", "5895", "1349", "2772", "8179", "10221", "1765", "10277", "1147", "7601", "3058", "534", "6778", "289", "10680", "2200", "4767", "4047", "9759", "472", "1194", "11855", "6849", "2426", "7125", "8279", "2643", "6763", "10974", "1269", "10330", "4466", "5157", "5047", "5291", "1808", "3441", "2540", "4831", "2579", "7458", "6482", "2288", "143", "12062", "2542" ], "interaction": [ { "item": "1678", "sentiment": "Strong Positive" }, { "item": "4840", "sentiment": "Strong Positive" }, { "item": "6960", "sentiment": "Strong Positive" }, { "item": "5628", "sentiment": "Strong Positive" }, { "item": "11380", "sentiment": "Strong Positive" } ], "user_id": "934" }
{ "recommended": [ "2949", "6521", "8243", "4291", "10171", "5895", "1349", "2772", "8179", "10221" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6419", "5207", "9466", "4708", "4458", "7090", "9589", "2622", "6104", "7192", "9116", "9031", "3914", "6410", "11320", "4941", "442", "7899", "6331", "654", "4999", "7753", "1828", "4129", "8950", "4368", "6226", "1168", "11158", "11260", "2306", "1016", "2098", "93", "3957", "11956", "11537", "2728", "2397", "715", "8216", "6191", "6751", "9402", "3652", "6680", "32", "4802", "8896", "6500" ], "interaction": [ { "item": "639", "sentiment": "Strong Negative" }, { "item": "1858", "sentiment": "Strong Positive" }, { "item": "2747", "sentiment": "Strong Positive" }, { "item": "4767", "sentiment": "Strong Positive" }, { "item": "11382", "sentiment": "Strong Positive" }, { "item": "861", "sentiment": "Strong Positive" }, { "item": "3854", "sentiment": "Strong Positive" }, { "item": "8119", "sentiment": "Strong Positive" } ], "user_id": "935" }
{ "recommended": [ "6419", "5207", "9466", "4708", "4458", "7090", "9589", "2622", "6104", "7192" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8643", "7977", "10284", "5578", "10856", "556", "3318", "8459", "8635", "9504", "10504", "11373", "8169", "2339", "9607", "10371", "7126", "8374", "8273", "8561", "3998", "2109", "8904", "286", "4394", "10391", "9179", "7605", "11877", "10474", "11787", "2379", "8498", "4644", "8916", "2104", "8009", "4477", "7204", "8004", "8445", "306", "3744", "4897", "7536", "3497", "4047", "7796", "5414", "3940" ], "interaction": [ { "item": "9183", "sentiment": "Strong Positive" }, { "item": "6878", "sentiment": "Strong Positive" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "9509", "sentiment": "Strong Positive" }, { "item": "7977", "sentiment": "Strong Positive" } ], "user_id": "936" }
{ "recommended": [ "7977", "8643", "10284", "5578", "10856", "556", "3318", "8459", "8635", "9504" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11184", "9084", "10814", "11301", "11395", "1162", "11146", "10763", "5107", "3294", "1229", "10755", "4109", "10569", "5550", "3784", "7678", "9556", "8215", "1205", "6792", "2081", "7213", "2637", "4768", "4228", "2516", "2558", "829", "6684", "9119", "7497", "8258", "5808", "9492", "7902", "2259", "11345", "7354", "2991", "4270", "10791", "5149", "2068", "5196", "10140", "10406", "11871", "8018", "3042" ], "interaction": [ { "item": "11276", "sentiment": "Neutral" }, { "item": "4601", "sentiment": "Strong Positive" }, { "item": "4975", "sentiment": "Strong Positive" }, { "item": "9476", "sentiment": "Strong Negative" }, { "item": "9477", "sentiment": "Strong Negative" }, { "item": "11066", "sentiment": "Strong Negative" }, { "item": "738", "sentiment": "Strong Positive" }, { "item": "1937", "sentiment": "Strong Positive" }, { "item": "7996", "sentiment": "Strong Negative" }, { "item": "8229", "sentiment": "Strong Positive" }, { "item": "9556", "sentiment": "Neutral" } ], "user_id": "937" }
{ "recommended": [ "9556", "11184", "9084", "10814", "11301", "11395", "1162", "11146", "10763", "5107" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2416", "11586", "8446", "1275", "5379", "6011", "1511", "6690", "11980", "11563", "2079", "11541", "103", "4312", "223", "1389", "3519", "5285", "10288", "5890", "7617", "5165", "157", "957", "2998", "1478", "3182", "567", "7277", "5143", "3627", "3018", "6330", "4430", "574", "11127", "6060", "6508", "5323", "8601", "8329", "6571", "9825", "3958", "7869", "9375", "8403", "1623", "3331", "9009" ], "interaction": [ { "item": "8431", "sentiment": "Weak Negative" }, { "item": "1432", "sentiment": "Strong Positive" }, { "item": "8641", "sentiment": "Strong Positive" }, { "item": "2859", "sentiment": "Strong Positive" }, { "item": "7750", "sentiment": "Strong Positive" } ], "user_id": "938" }
{ "recommended": [ "2416", "11586", "8446", "1275", "5379", "6011", "1511", "6690", "11980", "11563" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "103", "4355", "3594", "7121", "4450", "5882", "7883", "7856", "5421", "10732", "5450", "4476", "9398", "6859", "11388", "1109", "5071", "3770", "8784", "9058", "3909", "4956", "7597", "10609", "9468", "2443", "11778", "8218", "547", "7835", "1987", "5737", "9866", "5945", "8268", "10764", "3197", "9375", "738", "956", "8649", "6772", "7317", "3374", "10775", "6663", "11341", "9528", "4412", "4258" ], "interaction": [ { "item": "3880", "sentiment": "Strong Positive" }, { "item": "5346", "sentiment": "Weak Positive" }, { "item": "7061", "sentiment": "Weak Positive" }, { "item": "7078", "sentiment": "Strong Positive" }, { "item": "9891", "sentiment": "Strong Positive" }, { "item": "1162", "sentiment": "Strong Positive" }, { "item": "4045", "sentiment": "Neutral" }, { "item": "10609", "sentiment": "Neutral" } ], "user_id": "939" }
{ "recommended": [ "10609", "103", "4355", "3594", "7121", "4450", "5882", "7883", "7856", "5421" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4023", "2295", "455", "4620", "181", "2572", "4003", "9709", "11805", "7831", "7137", "4367", "2271", "255", "639", "8124", "4533", "9129", "6744", "3609", "11276", "3745", "2032", "7287", "2762", "4501", "8621", "10502", "5430", "7249", "1782", "4306", "4480", "10499", "9428", "8107", "10593", "9725", "1417", "9864", "1084", "4092", "1694", "10391", "765", "4679", "11772", "3040", "1040", "5337" ], "interaction": [ { "item": "1582", "sentiment": "Strong Positive" }, { "item": "3519", "sentiment": "Strong Positive" }, { "item": "5166", "sentiment": "Neutral" }, { "item": "5757", "sentiment": "Strong Positive" }, { "item": "6277", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "Strong Positive" }, { "item": "11448", "sentiment": "Strong Positive" } ], "user_id": "940" }
{ "recommended": [ "4023", "2295", "455", "4620", "181", "2572", "4003", "9709", "11805", "7831" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5098", "9634", "6046", "3455", "10412", "2420", "8957", "187", "4758", "7097", "6071", "3603", "7783", "5237", "6972", "6442", "10050", "7747", "3105", "4316", "2582", "5490", "6399", "68", "5365", "8208", "4150", "11414", "11004", "11869", "6887", "6569", "9135", "8554", "3974", "1797", "2713", "257", "8192", "10404", "496", "3437", "10963", "5864", "3296", "3342", "1043", "11370", "3483", "7679" ], "interaction": [ { "item": "1854", "sentiment": "Strong Positive" }, { "item": "4119", "sentiment": "Weak Negative" }, { "item": "4647", "sentiment": "Strong Positive" }, { "item": "7171", "sentiment": "Strong Positive" }, { "item": "9634", "sentiment": "Strong Positive" } ], "user_id": "941" }
{ "recommended": [ "9634", "5098", "6046", "3455", "10412", "2420", "8957", "187", "4758", "7097" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8766", "8183", "5133", "10565", "3313", "8958", "4625", "2998", "8039", "2761", "816", "8534", "996", "2952", "3075", "1845", "178", "1671", "7345", "539", "1179", "7470", "7935", "5575", "11580", "4661", "100", "10183", "1714", "1789", "139", "1984", "6017", "10385", "2467", "403", "10772", "8557", "87", "2181", "10474", "10023", "6392", "5153", "3127", "2212", "6455", "2371", "332", "5046" ], "interaction": [ { "item": "1916", "sentiment": "Strong Positive" }, { "item": "3132", "sentiment": "Strong Positive" }, { "item": "3659", "sentiment": "Strong Positive" }, { "item": "5200", "sentiment": "Strong Positive" }, { "item": "7112", "sentiment": "Strong Positive" } ], "user_id": "942" }
{ "recommended": [ "8766", "8183", "5133", "10565", "3313", "8958", "4625", "2998", "8039", "2761" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4647", "4640", "1307", "4011", "8635", "7099", "2605", "5598", "2094", "3734", "4074", "593", "9289", "6442", "10550", "2262", "8981", "5086", "9265", "9400", "2199", "9811", "4082", "4648", "3756", "5280", "10830", "10314", "1331", "3126", "6580", "11156", "6396", "581", "10580", "2626", "7798", "3192", "883", "3413", "3785", "9830", "604", "11437", "2246", "5833", "970", "11250", "4612", "2512" ], "interaction": [ { "item": "4748", "sentiment": "Strong Positive" }, { "item": "4779", "sentiment": "Strong Positive" }, { "item": "8667", "sentiment": "Strong Positive" }, { "item": "4647", "sentiment": "Strong Positive" }, { "item": "4648", "sentiment": "Strong Positive" } ], "user_id": "943" }
{ "recommended": [ "4648", "4647", "4640", "1307", "4011", "8635", "7099", "2605", "5598", "2094" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8507", "883", "9702", "7849", "8601", "6541", "10793", "5450", "2643", "7821", "8682", "2520", "1205", "545", "5774", "4060", "4383", "8889", "6428", "7493", "4082", "681", "7240", "5513", "9830", "10062", "9250", "8040", "3231", "509", "121", "6162", "8334", "5603", "1820", "92", "7096", "8639", "6113", "4970", "11980", "3432", "12", "5241", "3233", "1851", "7517", "1420", "8385", "11493" ], "interaction": [ { "item": "392", "sentiment": "Strong Positive" }, { "item": "8145", "sentiment": "Strong Negative" }, { "item": "8685", "sentiment": "Strong Positive" }, { "item": "9607", "sentiment": "Strong Positive" }, { "item": "8040", "sentiment": "Strong Positive" } ], "user_id": "944" }
{ "recommended": [ "8040", "8507", "883", "9702", "7849", "8601", "6541", "10793", "5450", "2643" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7684", "11653", "7286", "9523", "11228", "7307", "2811", "4544", "6677", "5141", "752", "11901", "3044", "10399", "3275", "715", "9885", "922", "6589", "9991", "6237", "3474", "6750", "4485", "1904", "8216", "2670", "10571", "6000", "2197", "7145", "10117", "377", "7946", "11526", "6428", "10151", "10346", "10281", "1343", "9960", "5936", "7657", "3828", "8265", "5867", "7410", "1644", "9901", "815" ], "interaction": [ { "item": "7637", "sentiment": "Strong Positive" }, { "item": "2270", "sentiment": "Strong Positive" }, { "item": "4465", "sentiment": "Neutral" }, { "item": "6102", "sentiment": "Strong Positive" }, { "item": "7286", "sentiment": "Neutral" } ], "user_id": "945" }
{ "recommended": [ "7286", "7684", "11653", "9523", "11228", "7307", "2811", "4544", "6677", "5141" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1588", "7508", "1250", "3757", "11490", "9201", "7934", "727", "1700", "5601", "10274", "6440", "9984", "3299", "489", "491", "5479", "3567", "11332", "11712", "4406", "11711", "10934", "11268", "272", "1416", "7204", "2092", "7465", "10984", "2685", "11393", "3530", "10096", "5967", "10735", "1450", "813", "11855", "3713", "8540", "9485", "6569", "5248", "6271", "8010", "9393", "6016", "7498", "1566" ], "interaction": [ { "item": "9211", "sentiment": "Weak Positive" }, { "item": "9218", "sentiment": "Strong Positive" }, { "item": "8342", "sentiment": "Strong Positive" }, { "item": "9209", "sentiment": "Strong Positive" }, { "item": "9201", "sentiment": "Strong Positive" } ], "user_id": "946" }
{ "recommended": [ "9201", "1588", "7508", "1250", "3757", "11490", "7934", "727", "1700", "5601" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10036", "10100", "8816", "895", "9562", "3734", "11614", "251", "9529", "9580", "1307", "8290", "11476", "7818", "2422", "6990", "11880", "6912", "11164", "2355", "3613", "6565", "2902", "2487", "7730", "9755", "10836", "5377", "2385", "4643", "7252", "7154", "11899", "5623", "7091", "9039", "4857", "5941", "2088", "11537", "7016", "7146", "12076", "9578", "7025", "12013", "3183", "345", "10427", "1052" ], "interaction": [ { "item": "5528", "sentiment": "Strong Positive" }, { "item": "6059", "sentiment": "Strong Positive" }, { "item": "7696", "sentiment": "Strong Negative" }, { "item": "7789", "sentiment": "Strong Positive" }, { "item": "9286", "sentiment": "Strong Negative" }, { "item": "9637", "sentiment": "Strong Negative" }, { "item": "9763", "sentiment": "Strong Positive" }, { "item": "10853", "sentiment": "Weak Positive" }, { "item": "10992", "sentiment": "Strong Positive" }, { "item": "11103", "sentiment": "Strong Positive" }, { "item": "11164", "sentiment": "Strong Positive" } ], "user_id": "947" }
{ "recommended": [ "11164", "10036", "10100", "8816", "895", "9562", "3734", "11614", "251", "9529" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9369", "10526", "9795", "11053", "8207", "7847", "8373", "8653", "10374", "3954", "5825", "10420", "3071", "10821", "599", "11779", "2637", "2420", "6973", "8256", "6805", "2646", "3486", "9732", "7648", "7466", "10774", "130", "1532", "10184", "7181", "1332", "916", "6974", "1887", "11908", "1371", "10109", "2292", "7203", "7696", "8723", "7764", "4366", "6532", "9905", "3414", "9766", "5489", "3853" ], "interaction": [ { "item": "5183", "sentiment": "Neutral" }, { "item": "7180", "sentiment": "Neutral" }, { "item": "8136", "sentiment": "Neutral" }, { "item": "8851", "sentiment": "Neutral" }, { "item": "9369", "sentiment": "Neutral" } ], "user_id": "948" }
{ "recommended": [ "9369", "10526", "9795", "11053", "8207", "7847", "8373", "8653", "10374", "3954" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9087", "6", "10670", "9579", "8688", "2100", "10499", "6755", "1490", "5133", "187", "7897", "9201", "9320", "5902", "985", "4116", "5772", "10281", "5289", "3290", "2347", "1152", "5274", "10277", "230", "11083", "11158", "1544", "10689", "7167", "6330", "2530", "3414", "7330", "9780", "5011", "5657", "11739", "7655", "7589", "6996", "7552", "2692", "11615", "5586", "5544", "285", "3197", "6662" ], "interaction": [ { "item": "6023", "sentiment": "Strong Positive" }, { "item": "7097", "sentiment": "Strong Positive" }, { "item": "917", "sentiment": "Strong Positive" }, { "item": "4513", "sentiment": "Strong Positive" }, { "item": "7096", "sentiment": "Strong Positive" }, { "item": "10499", "sentiment": "Strong Negative" } ], "user_id": "949" }
{ "recommended": [ "10499", "9087", "6", "10670", "9579", "8688", "2100", "6755", "1490", "5133" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10600", "10188", "8816", "3227", "5197", "10093", "9426", "6325", "10789", "11920", "1306", "2149", "10505", "1953", "9385", "624", "1539", "947", "1224", "3529", "4349", "5044", "1222", "2500", "2599", "9730", "256", "11236", "5350", "2423", "8644", "773", "8931", "12003", "11391", "7353", "11857", "6199", "536", "7239", "6289", "6302", "8866", "6494", "1027", "4508", "5425", "10370", "7333", "565" ], "interaction": [ { "item": "10948", "sentiment": "Strong Positive" }, { "item": "3426", "sentiment": "Neutral" }, { "item": "10100", "sentiment": "Strong Positive" }, { "item": "10927", "sentiment": "Strong Positive" }, { "item": "9188", "sentiment": "Strong Positive" }, { "item": "10156", "sentiment": "Neutral" }, { "item": "10188", "sentiment": "Strong Positive" } ], "user_id": "950" }
{ "recommended": [ "10188", "10600", "8816", "3227", "5197", "10093", "9426", "6325", "10789", "11920" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12075", "1537", "11834", "3136", "12042", "8218", "11087", "28", "1162", "4644", "121", "5325", "10705", "9286", "556", "10979", "6567", "2567", "6302", "7474", "8024", "6544", "9731", "9360", "5903", "100", "5072", "2910", "11971", "6182", "8708", "1120", "8800", "12082", "7568", "5633", "1156", "10294", "9697", "8438", "7998", "6989", "8228", "2692", "78", "7125", "9372", "4403", "2469", "1635" ], "interaction": [ { "item": "9590", "sentiment": "Strong Positive" }, { "item": "7847", "sentiment": "Strong Positive" }, { "item": "6966", "sentiment": "Strong Positive" }, { "item": "10912", "sentiment": "Strong Positive" }, { "item": "11643", "sentiment": "Neutral" }, { "item": "12042", "sentiment": "Strong Positive" } ], "user_id": "951" }
{ "recommended": [ "12042", "12075", "1537", "11834", "3136", "8218", "11087", "28", "1162", "4644" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11481", "5857", "2495", "5072", "543", "308", "1456", "1402", "5580", "2047", "247", "6038", "3051", "9788", "5197", "8326", "126", "829", "11881", "3990", "9199", "10482", "2029", "9963", "663", "12079", "256", "11919", "3325", "5592", "8329", "5767", "12060", "2992", "7212", "605", "8701", "5659", "11715", "8948", "433", "4041", "5257", "6225", "5101", "300", "10816", "11944", "8982", "1461" ], "interaction": [ { "item": "1424", "sentiment": "Strong Negative" }, { "item": "790", "sentiment": "Weak Negative" }, { "item": "1031", "sentiment": "Strong Positive" }, { "item": "4589", "sentiment": "Strong Negative" }, { "item": "5072", "sentiment": "Strong Positive" } ], "user_id": "952" }
{ "recommended": [ "5072", "11481", "5857", "2495", "543", "308", "1456", "1402", "5580", "2047" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9169", "6393", "3702", "6589", "3125", "8252", "5130", "6820", "3415", "3851", "3712", "1139", "2489", "8735", "2803", "5144", "1348", "2271", "5110", "5582", "1121", "816", "3940", "1966", "6274", "7601", "282", "11962", "11980", "8958", "11458", "8231", "11416", "6865", "2869", "8809", "6250", "2454", "8554", "11083", "9379", "2801", "11205", "11791", "4656", "3874", "1043", "1546", "180", "1017" ], "interaction": [ { "item": "2770", "sentiment": "Neutral" }, { "item": "3729", "sentiment": "Strong Positive" }, { "item": "5207", "sentiment": "Strong Positive" }, { "item": "10754", "sentiment": "Strong Positive" }, { "item": "7262", "sentiment": "Strong Positive" }, { "item": "9594", "sentiment": "Strong Positive" }, { "item": "1368", "sentiment": "Strong Positive" }, { "item": "5144", "sentiment": "Strong Positive" } ], "user_id": "953" }
{ "recommended": [ "5144", "9169", "6393", "3702", "6589", "3125", "8252", "5130", "6820", "3415" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10609", "8600", "6812", "5249", "6333", "8296", "3242", "7896", "10075", "10309", "5385", "10960", "2915", "2299", "8596", "8859", "2200", "1677", "233", "10361", "5367", "5306", "10737", "11686", "8977", "2169", "11872", "10112", "5285", "9207", "8976", "1401", "10787", "9510", "8536", "5854", "5941", "5637", "11133", "4693", "9060", "10340", "4830", "3289", "7167", "11067", "5372", "6548", "6638", "1508" ], "interaction": [ { "item": "5652", "sentiment": "Strong Positive" }, { "item": "6958", "sentiment": "Strong Positive" }, { "item": "10268", "sentiment": "Strong Positive" }, { "item": "8816", "sentiment": "Strong Positive" }, { "item": "10609", "sentiment": "Strong Positive" } ], "user_id": "954" }
{ "recommended": [ "10609", "8600", "6812", "5249", "6333", "8296", "3242", "7896", "10075", "10309" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11352", "6734", "4205", "3623", "4185", "7441", "5529", "3299", "1926", "2722", "1449", "6935", "1659", "10024", "3378", "2935", "9562", "11226", "793", "1045", "7944", "8225", "734", "3498", "700", "3746", "3602", "7225", "976", "10003", "5318", "10655", "1839", "6652", "8882", "6854", "7061", "9929", "7813", "211", "5845", "5862", "4255", "3070", "3433", "5264", "3732", "3285", "9577", "11960" ], "interaction": [ { "item": "218", "sentiment": "Strong Positive" }, { "item": "1165", "sentiment": "Strong Positive" }, { "item": "1386", "sentiment": "Strong Positive" }, { "item": "5777", "sentiment": "Strong Positive" }, { "item": "5529", "sentiment": "Strong Positive" } ], "user_id": "955" }
{ "recommended": [ "5529", "11352", "6734", "4205", "3623", "4185", "7441", "3299", "1926", "2722" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11085", "1520", "5353", "1400", "9431", "2503", "1198", "9529", "8911", "5807", "1637", "2860", "3007", "4596", "9308", "973", "2327", "4036", "2464", "11374", "2069", "3361", "575", "4736", "11386", "5069", "279", "165", "8336", "5780", "394", "7548", "2285", "4516", "2636", "10862", "7570", "288", "10688", "10156", "9429", "5419", "3564", "625", "2216", "8647", "5782", "4583", "237", "5678" ], "interaction": [ { "item": "915", "sentiment": "Strong Positive" }, { "item": "2807", "sentiment": "Strong Positive" }, { "item": "79", "sentiment": "Strong Negative" }, { "item": "3921", "sentiment": "Strong Negative" }, { "item": "3251", "sentiment": "Strong Negative" }, { "item": "10839", "sentiment": "Weak Negative" }, { "item": "11514", "sentiment": "Strong Positive" }, { "item": "2860", "sentiment": "Strong Positive" } ], "user_id": "956" }
{ "recommended": [ "2860", "11085", "1520", "5353", "1400", "9431", "2503", "1198", "9529", "8911" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4845", "4302", "181", "8956", "2476", "1201", "6733", "9361", "7470", "7900", "6477", "2984", "5188", "10743", "346", "4335", "11801", "3786", "2010", "6558", "8643", "2074", "2138", "9787", "4024", "267", "6303", "5777", "2317", "10093", "11686", "3506", "12026", "8041", "3423", "3944", "2551", "8383", "5097", "8192", "4068", "1865", "6145", "2853", "6035", "3009", "6152", "8801", "214", "7111" ], "interaction": [ { "item": "177", "sentiment": "Strong Positive" }, { "item": "727", "sentiment": "Neutral" }, { "item": "40", "sentiment": "Neutral" }, { "item": "718", "sentiment": "Strong Positive" }, { "item": "995", "sentiment": "Strong Positive" }, { "item": "2724", "sentiment": "Weak Negative" }, { "item": "3780", "sentiment": "Weak Negative" }, { "item": "6283", "sentiment": "Strong Negative" }, { "item": "7410", "sentiment": "Strong Negative" }, { "item": "9273", "sentiment": "Strong Positive" }, { "item": "6834", "sentiment": "Weak Negative" }, { "item": "4955", "sentiment": "Strong Positive" }, { "item": "6841", "sentiment": "Strong Positive" }, { "item": "10249", "sentiment": "Strong Positive" }, { "item": "8812", "sentiment": "Strong Positive" }, { "item": "733", "sentiment": "Neutral" }, { "item": "2317", "sentiment": "Strong Positive" } ], "user_id": "957" }
{ "recommended": [ "2317", "4845", "4302", "181", "8956", "2476", "1201", "6733", "9361", "7470" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9014", "7571", "3746", "6435", "6364", "3591", "718", "4830", "3543", "15", "1922", "9071", "556", "9645", "7283", "3771", "2788", "4786", "8283", "791", "8169", "7702", "6779", "9115", "2262", "11376", "9422", "2220", "6873", "10164", "1947", "2353", "1401", "9256", "5963", "4913", "3549", "11064", "1728", "10646", "4079", "10025", "5042", "6964", "38", "11665", "2800", "6090", "2016", "3429" ], "interaction": [ { "item": "4052", "sentiment": "Neutral" }, { "item": "1666", "sentiment": "Strong Negative" }, { "item": "5316", "sentiment": "Strong Positive" }, { "item": "8517", "sentiment": "Neutral" }, { "item": "9014", "sentiment": "Weak Positive" }, { "item": "11064", "sentiment": "Weak Positive" } ], "user_id": "958" }
{ "recommended": [ "11064", "9014", "7571", "3746", "6435", "6364", "3591", "718", "4830", "3543" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11460", "11876", "1613", "5038", "7394", "12088", "11413", "11392", "33", "10732", "2251", "10100", "9799", "2407", "8202", "7300", "11055", "6942", "5982", "58", "11484", "10813", "2897", "12101", "4106", "5511", "9020", "10279", "7358", "7831", "2503", "4767", "5309", "5289", "8090", "11299", "5338", "9916", "7371", "5175", "10000", "9828", "3183", "2330", "7507", "3510", "10818", "7760", "7118", "11219" ], "interaction": [ { "item": "3345", "sentiment": "Strong Positive" }, { "item": "7907", "sentiment": "Strong Positive" }, { "item": "6454", "sentiment": "Strong Positive" }, { "item": "9644", "sentiment": "Strong Positive" }, { "item": "7678", "sentiment": "Weak Negative" }, { "item": "2217", "sentiment": "Weak Positive" }, { "item": "11665", "sentiment": "Weak Positive" }, { "item": "11975", "sentiment": "Strong Positive" } ], "user_id": "959" }
{ "recommended": [ "11460", "11876", "1613", "5038", "7394", "12088", "11413", "11392", "33", "10732" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11807", "11530", "10189", "7403", "636", "10164", "6320", "8387", "5344", "5189", "2311", "5761", "1562", "5144", "1724", "7662", "4513", "5981", "3502", "4019", "7751", "11852", "8807", "8608", "11032", "4493", "10818", "2003", "11997", "2593", "8899", "10618", "1575", "6503", "8885", "4669", "6964", "6837", "11096", "2713", "5651", "610", "9143", "11790", "8177", "11663", "7645", "2385", "5830", "11484" ], "interaction": [ { "item": "11652", "sentiment": "Strong Positive" }, { "item": "11903", "sentiment": "Strong Positive" }, { "item": "11931", "sentiment": "Strong Positive" }, { "item": "11805", "sentiment": "Strong Positive" }, { "item": "11807", "sentiment": "Strong Positive" } ], "user_id": "960" }
{ "recommended": [ "11807", "11530", "10189", "7403", "636", "10164", "6320", "8387", "5344", "5189" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5404", "7541", "2200", "426", "1404", "7821", "6359", "5220", "6310", "668", "3592", "9529", "3796", "10036", "3427", "5552", "6939", "5477", "298", "10357", "8139", "10732", "6852", "7654", "9228", "7824", "3377", "2188", "9509", "8775", "3147", "350", "1734", "2265", "2796", "1937", "4577", "8576", "4243", "557", "2889", "10835", "5603", "9464", "9818", "5401", "10322", "11765", "7771", "2422" ], "interaction": [ { "item": "3113", "sentiment": "Neutral" }, { "item": "4996", "sentiment": "Neutral" }, { "item": "1228", "sentiment": "Strong Positive" }, { "item": "1265", "sentiment": "Neutral" }, { "item": "5362", "sentiment": "Strong Positive" }, { "item": "10231", "sentiment": "Weak Negative" } ], "user_id": "961" }
{ "recommended": [ "5404", "7541", "2200", "426", "1404", "7821", "6359", "5220", "6310", "668" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6521", "6020", "5963", "5412", "10960", "1797", "3988", "7820", "10748", "2009", "5069", "4117", "7666", "5005", "11914", "1260", "5977", "8248", "7426", "2733", "8581", "7490", "1542", "4797", "3396", "10025", "596", "3827", "3013", "10055", "2372", "8424", "976", "7618", "991", "687", "9099", "1632", "5916", "7450", "9751", "3696", "5899", "8549", "334", "9396", "7141", "1569", "3332", "6748" ], "interaction": [ { "item": "7693", "sentiment": "Neutral" }, { "item": "9561", "sentiment": "Strong Positive" }, { "item": "11269", "sentiment": "Strong Positive" }, { "item": "816", "sentiment": "Weak Positive" }, { "item": "4117", "sentiment": "Strong Positive" } ], "user_id": "962" }
{ "recommended": [ "4117", "6521", "6020", "5963", "5412", "10960", "1797", "3988", "7820", "10748" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9031", "10407", "10564", "1339", "458", "9457", "4366", "10917", "561", "4703", "10309", "7078", "8161", "9215", "921", "10895", "2265", "9673", "8540", "1190", "6193", "10824", "2280", "2422", "3278", "221", "6137", "5833", "5023", "424", "10885", "3970", "6662", "10993", "3102", "4084", "1543", "899", "11488", "4543", "10845", "8137", "1644", "9056", "2338", "4795", "7411", "10020", "11714", "6103" ], "interaction": [ { "item": "2036", "sentiment": "Strong Negative" }, { "item": "4426", "sentiment": "Neutral" }, { "item": "2319", "sentiment": "Strong Positive" }, { "item": "3734", "sentiment": "Strong Positive" }, { "item": "6388", "sentiment": "Strong Positive" }, { "item": "11924", "sentiment": "Strong Positive" } ], "user_id": "963" }
{ "recommended": [ "9031", "10407", "10564", "1339", "458", "9457", "4366", "10917", "561", "4703" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6032", "1581", "5841", "8223", "7052", "8677", "4431", "7646", "5421", "5492", "1376", "7351", "6060", "7192", "9953", "1237", "8065", "8280", "842", "4620", "10387", "4911", "886", "7807", "7559", "6046", "7124", "4995", "6464", "6525", "4138", "4875", "7307", "8512", "7289", "78", "2493", "7447", "9506", "7135", "4434", "6714", "814", "2101", "3326", "6039", "8084", "11805", "8873", "7751" ], "interaction": [ { "item": "6233", "sentiment": "Strong Positive" }, { "item": "8826", "sentiment": "Weak Negative" }, { "item": "9071", "sentiment": "Strong Positive" }, { "item": "10861", "sentiment": "Strong Positive" }, { "item": "11342", "sentiment": "Weak Negative" }, { "item": "618", "sentiment": "Strong Positive" }, { "item": "8873", "sentiment": "Strong Positive" } ], "user_id": "964" }
{ "recommended": [ "8873", "6032", "1581", "5841", "8223", "7052", "8677", "4431", "7646", "5421" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "352", "9700", "1522", "8065", "6528", "688", "3591", "9212", "11228", "383", "2811", "8284", "7134", "6233", "2925", "8370", "6106", "5068", "5410", "4273", "6514", "9998", "3849", "5836", "2947", "9105", "3821", "2746", "2964", "8179", "2350", "12006", "4023", "5902", "2961", "11648", "5595", "8647", "5032", "5699", "8232", "11729", "7871", "10195", "9274", "10091", "3347", "4624", "1574", "2743" ], "interaction": [ { "item": "344", "sentiment": "Weak Positive" }, { "item": "5346", "sentiment": "Strong Positive" }, { "item": "2646", "sentiment": "Neutral" }, { "item": "10875", "sentiment": "Strong Positive" }, { "item": "6061", "sentiment": "Strong Positive" }, { "item": "6236", "sentiment": "Strong Negative" }, { "item": "9255", "sentiment": "Strong Positive" }, { "item": "11406", "sentiment": "Strong Positive" }, { "item": "6908", "sentiment": "Weak Negative" }, { "item": "11228", "sentiment": "Neutral" } ], "user_id": "965" }
{ "recommended": [ "11228", "352", "9700", "1522", "8065", "6528", "688", "3591", "9212", "383" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7634", "7849", "8347", "357", "2773", "1233", "6829", "9226", "11526", "2547", "8990", "10291", "1794", "1454", "3970", "6682", "6757", "1867", "382", "10855", "9251", "4683", "4203", "783", "630", "1083", "10280", "6431", "8214", "9670", "9351", "3329", "6530", "9917", "5402", "5193", "4787", "8039", "7856", "3679", "10006", "3258", "11651", "9462", "5789", "6947", "1628", "2212", "3830", "1300" ], "interaction": [ { "item": "458", "sentiment": "Strong Positive" }, { "item": "3435", "sentiment": "Strong Positive" }, { "item": "3933", "sentiment": "Weak Negative" }, { "item": "177", "sentiment": "Strong Positive" }, { "item": "7306", "sentiment": "Strong Negative" }, { "item": "7616", "sentiment": "Strong Negative" }, { "item": "7634", "sentiment": "Strong Positive" } ], "user_id": "966" }
{ "recommended": [ "7634", "7849", "8347", "357", "2773", "1233", "6829", "9226", "11526", "2547" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2883", "10558", "10105", "7121", "7467", "2830", "5662", "5851", "1243", "9195", "921", "9577", "10601", "3747", "9461", "1680", "1018", "8958", "2411", "6079", "812", "8804", "9770", "11281", "3247", "8473", "11373", "7016", "11081", "9194", "1183", "420", "4219", "11472", "142", "10015", "2827", "8428", "6654", "10579", "11026", "3651", "9243", "1610", "11317", "5653", "10632", "4317", "2562", "3607" ], "interaction": [ { "item": "1635", "sentiment": "Strong Positive" }, { "item": "2886", "sentiment": "Strong Positive" }, { "item": "6272", "sentiment": "Strong Positive" }, { "item": "8550", "sentiment": "Strong Positive" }, { "item": "3308", "sentiment": "Strong Negative" } ], "user_id": "967" }
{ "recommended": [ "2883", "10558", "10105", "7121", "7467", "2830", "5662", "5851", "1243", "9195" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1349", "526", "9340", "10711", "1716", "6832", "1814", "2030", "10387", "1210", "9401", "8730", "593", "5885", "1450", "10117", "5324", "9458", "5762", "9583", "5114", "202", "5492", "4327", "1585", "4692", "3780", "4132", "10836", "10379", "4800", "11885", "5596", "2551", "1237", "2060", "6469", "7549", "1697", "160", "3476", "7033", "7678", "2285", "10950", "317", "5514", "4427", "8103", "9702" ], "interaction": [ { "item": "1496", "sentiment": "Weak Positive" }, { "item": "3775", "sentiment": "Strong Positive" }, { "item": "3776", "sentiment": "Neutral" }, { "item": "3777", "sentiment": "Neutral" }, { "item": "3782", "sentiment": "Neutral" }, { "item": "3918", "sentiment": "Strong Positive" }, { "item": "6354", "sentiment": "Strong Positive" }, { "item": "3780", "sentiment": "Strong Positive" } ], "user_id": "968" }
{ "recommended": [ "3780", "1349", "526", "9340", "10711", "1716", "6832", "1814", "2030", "10387" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9197", "10266", "8136", "6402", "10196", "10930", "10964", "1214", "10864", "10882", "2083", "9371", "8850", "7933", "8335", "9959", "1352", "2558", "8117", "11184", "2956", "2501", "6488", "10217", "11041", "11394", "6960", "7666", "1296", "5826", "7753", "1918", "1127", "10630", "9865", "2852", "2346", "6679", "9294", "5839", "10558", "6263", "9196", "14", "9251", "2576", "2243", "6299", "11146", "4149" ], "interaction": [ { "item": "8878", "sentiment": "Strong Positive" }, { "item": "9926", "sentiment": "Strong Positive" }, { "item": "9617", "sentiment": "Weak Positive" }, { "item": "9986", "sentiment": "Strong Negative" }, { "item": "3603", "sentiment": "Strong Positive" }, { "item": "5561", "sentiment": "Strong Positive" }, { "item": "9110", "sentiment": "Weak Positive" }, { "item": "6309", "sentiment": "Strong Negative" }, { "item": "8059", "sentiment": "Strong Positive" }, { "item": "9560", "sentiment": "Strong Positive" }, { "item": "1352", "sentiment": "Strong Positive" } ], "user_id": "969" }
{ "recommended": [ "1352", "9197", "10266", "8136", "6402", "10196", "10930", "10964", "1214", "10864" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9039", "8125", "10600", "8060", "10313", "11411", "6614", "11151", "6081", "9702", "5024", "8743", "10761", "5168", "7516", "1669", "9576", "5533", "11457", "5243", "10642", "5426", "8654", "11804", "5598", "283", "5959", "1421", "5850", "8245", "4182", "1499", "2588", "8802", "1594", "6385", "3244", "9636", "3959", "8159", "2184", "4247", "4362", "6961", "1478", "7887", "8779", "2484", "809", "6365" ], "interaction": [ { "item": "7478", "sentiment": "Strong Positive" }, { "item": "7616", "sentiment": "Strong Positive" }, { "item": "1998", "sentiment": "Strong Positive" }, { "item": "6477", "sentiment": "Strong Positive" }, { "item": "6615", "sentiment": "Strong Positive" }, { "item": "10433", "sentiment": "Strong Positive" }, { "item": "8737", "sentiment": "Strong Positive" }, { "item": "8920", "sentiment": "Strong Positive" }, { "item": "4668", "sentiment": "Strong Positive" }, { "item": "10953", "sentiment": "Strong Positive" }, { "item": "11411", "sentiment": "Strong Positive" } ], "user_id": "970" }
{ "recommended": [ "11411", "9039", "8125", "10600", "8060", "10313", "6614", "11151", "6081", "9702" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5244", "10035", "11856", "3590", "8169", "4871", "6161", "8635", "3910", "5402", "5662", "9830", "8185", "9687", "402", "10037", "1902", "5814", "9330", "11325", "3592", "10127", "6127", "6063", "3879", "5928", "190", "10241", "8471", "4138", "5239", "11917", "11804", "8298", "9489", "7768", "629", "8225", "9580", "3864", "900", "3609", "5723", "4767", "8577", "912", "5820", "4823", "5321", "6038" ], "interaction": [ { "item": "7724", "sentiment": "Strong Positive" }, { "item": "5311", "sentiment": "Strong Positive" }, { "item": "7170", "sentiment": "Weak Positive" }, { "item": "9992", "sentiment": "Weak Negative" }, { "item": "9545", "sentiment": "Weak Negative" }, { "item": "11138", "sentiment": "Strong Negative" }, { "item": "10209", "sentiment": "Strong Positive" }, { "item": "9100", "sentiment": "Strong Positive" }, { "item": "8472", "sentiment": "Strong Positive" }, { "item": "8471", "sentiment": "Strong Positive" } ], "user_id": "971" }
{ "recommended": [ "8471", "5244", "10035", "11856", "3590", "8169", "4871", "6161", "8635", "3910" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10020", "4691", "8696", "11745", "5437", "3358", "10614", "5538", "7404", "2753", "6224", "7317", "3485", "9025", "8143", "2298", "6028", "6884", "3192", "7568", "1138", "7729", "10517", "5592", "9071", "9622", "11196", "11183", "3489", "3002", "9948", "10884", "4577", "7768", "1794", "7094", "2095", "9573", "5584", "2707", "3570", "9360", "2967", "6909", "5508", "8205", "3827", "2545", "100", "8376" ], "interaction": [ { "item": "9205", "sentiment": "Weak Positive" }, { "item": "6402", "sentiment": "Weak Positive" }, { "item": "8816", "sentiment": "Weak Negative" }, { "item": "10596", "sentiment": "Strong Negative" }, { "item": "10020", "sentiment": "Strong Negative" } ], "user_id": "972" }
{ "recommended": [ "10020", "4691", "8696", "11745", "5437", "3358", "10614", "5538", "7404", "2753" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10005", "7441", "10790", "11735", "6678", "6966", "5676", "261", "8421", "5368", "9369", "4008", "2088", "10867", "4172", "7629", "5792", "5723", "10192", "5020", "12027", "7888", "1257", "2592", "3009", "4445", "5034", "3118", "10354", "10591", "3613", "6617", "7420", "8366", "8540", "2450", "9420", "1218", "1515", "11157", "5816", "10886", "7159", "423", "6046", "3884", "2686", "4556", "8890", "7951" ], "interaction": [ { "item": "7131", "sentiment": "Strong Positive" }, { "item": "9197", "sentiment": "Neutral" }, { "item": "2667", "sentiment": "Strong Negative" }, { "item": "4003", "sentiment": "Neutral" }, { "item": "7899", "sentiment": "Strong Negative" }, { "item": "9991", "sentiment": "Strong Positive" } ], "user_id": "973" }
{ "recommended": [ "10005", "7441", "10790", "11735", "6678", "6966", "5676", "261", "8421", "5368" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "401", "904", "339", "11449", "11450", "3787", "1205", "4336", "1365", "1874", "8711", "5761", "6926", "3806", "2847", "11200", "109", "8561", "5353", "6724", "4243", "6559", "5815", "7094", "1725", "3713", "10968", "1509", "6695", "11782", "6680", "6916", "10050", "4428", "609", "2391", "1608", "11236", "1494", "2801", "10037", "11325", "10632", "9464", "10154", "1842", "11853", "7033", "2564", "9888" ], "interaction": [ { "item": "910", "sentiment": "Neutral" }, { "item": "1926", "sentiment": "Strong Positive" }, { "item": "1178", "sentiment": "Strong Positive" }, { "item": "3283", "sentiment": "Strong Positive" }, { "item": "3284", "sentiment": "Strong Positive" }, { "item": "1271", "sentiment": "Weak Positive" }, { "item": "560", "sentiment": "Strong Positive" }, { "item": "1511", "sentiment": "Strong Positive" }, { "item": "5144", "sentiment": "Neutral" }, { "item": "5321", "sentiment": "Strong Positive" }, { "item": "1254", "sentiment": "Strong Positive" }, { "item": "3652", "sentiment": "Neutral" }, { "item": "5150", "sentiment": "Strong Positive" }, { "item": "6269", "sentiment": "Neutral" }, { "item": "7270", "sentiment": "Weak Positive" }, { "item": "7271", "sentiment": "Weak Positive" }, { "item": "2611", "sentiment": "Strong Positive" }, { "item": "3998", "sentiment": "Strong Positive" }, { "item": "8240", "sentiment": "Weak Negative" }, { "item": "10968", "sentiment": "Strong Positive" } ], "user_id": "974" }
{ "recommended": [ "10968", "401", "904", "339", "11449", "11450", "3787", "1205", "4336", "1365" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4373", "6727", "6088", "262", "11261", "9600", "7240", "5665", "5421", "6788", "1143", "11921", "8289", "5831", "8065", "18", "8202", "3556", "5135", "11912", "950", "2574", "403", "6709", "10163", "6601", "5140", "9258", "670", "5078", "3714", "4504", "1111", "11735", "9978", "2207", "4561", "3255", "9139", "2876", "10145", "2633", "4759", "4811", "11919", "1802", "11774", "8759", "11546", "311" ], "interaction": [ { "item": "757", "sentiment": "Strong Positive" }, { "item": "8162", "sentiment": "Strong Positive" }, { "item": "9766", "sentiment": "Neutral" }, { "item": "8161", "sentiment": "Strong Negative" }, { "item": "9472", "sentiment": "Neutral" }, { "item": "5659", "sentiment": "Neutral" }, { "item": "11546", "sentiment": "Weak Negative" } ], "user_id": "975" }
{ "recommended": [ "11546", "4373", "6727", "6088", "262", "11261", "9600", "7240", "5665", "5421" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4996", "9383", "3949", "9321", "6871", "6346", "2568", "5944", "11076", "3001", "4735", "713", "1732", "11414", "7733", "8346", "2414", "11366", "7713", "2397", "1136", "5742", "8354", "3955", "10787", "2117", "4129", "1640", "4981", "11782", "3265", "2500", "1537", "8922", "1584", "5267", "9303", "3853", "6284", "987", "4634", "8140", "5653", "7101", "9953", "1498", "95", "8494", "4399", "3231" ], "interaction": [ { "item": "1675", "sentiment": "Weak Negative" }, { "item": "29", "sentiment": "Strong Positive" }, { "item": "1542", "sentiment": "Strong Positive" }, { "item": "536", "sentiment": "Strong Positive" }, { "item": "4996", "sentiment": "Weak Positive" } ], "user_id": "976" }
{ "recommended": [ "4996", "9383", "3949", "9321", "6871", "6346", "2568", "5944", "11076", "3001" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5088", "3853", "6016", "8453", "2526", "8673", "2546", "1542", "6423", "3568", "8315", "3446", "567", "6784", "8510", "8299", "5096", "801", "10273", "8559", "5689", "7756", "9245", "3750", "9764", "2157", "6207", "10477", "1545", "3749", "2694", "9793", "5105", "8450", "4701", "11317", "2928", "5708", "1484", "11145", "3957", "9770", "23", "5081", "10292", "3497", "9590", "5772", "2911", "4167" ], "interaction": [ { "item": "4065", "sentiment": "Strong Negative" }, { "item": "5024", "sentiment": "Strong Positive" }, { "item": "437", "sentiment": "Strong Positive" }, { "item": "707", "sentiment": "Strong Positive" }, { "item": "5356", "sentiment": "Strong Positive" }, { "item": "8510", "sentiment": "Strong Positive" } ], "user_id": "977" }
{ "recommended": [ "8510", "5088", "3853", "6016", "8453", "2526", "8673", "2546", "1542", "6423" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3659", "6412", "2200", "4026", "6655", "6402", "5254", "9466", "4811", "4079", "771", "10399", "4421", "1532", "3885", "6898", "4096", "2913", "827", "2219", "178", "879", "5384", "7409", "3596", "1313", "8921", "6926", "6234", "6922", "9139", "9472", "4624", "7908", "1581", "5978", "7059", "6377", "2714", "8647", "6786", "9401", "11096", "11000", "10165", "7874", "762", "7741", "5892", "2756" ], "interaction": [ { "item": "138", "sentiment": "Strong Positive" }, { "item": "2583", "sentiment": "Strong Positive" }, { "item": "2760", "sentiment": "Strong Positive" }, { "item": "3132", "sentiment": "Weak Negative" }, { "item": "4032", "sentiment": "Strong Positive" } ], "user_id": "978" }
{ "recommended": [ "3659", "6412", "2200", "4026", "6655", "6402", "5254", "9466", "4811", "4079" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7146", "10191", "5249", "10953", "2297", "11303", "4595", "4893", "10449", "8883", "8647", "10437", "9667", "10931", "8240", "209", "7230", "4735", "10789", "6844", "360", "11406", "10694", "3300", "6064", "179", "1979", "9858", "3107", "9255", "454", "8915", "7979", "6312", "10378", "6301", "342", "10667", "8230", "9401", "1780", "9975", "1999", "4467", "6130", "9589", "10169", "381", "4933", "474" ], "interaction": [ { "item": "268", "sentiment": "Strong Positive" }, { "item": "3317", "sentiment": "Strong Positive" }, { "item": "7822", "sentiment": "Weak Negative" }, { "item": "9677", "sentiment": "Strong Positive" }, { "item": "3968", "sentiment": "Strong Positive" }, { "item": "7355", "sentiment": "Strong Positive" }, { "item": "11303", "sentiment": "Weak Negative" } ], "user_id": "979" }
{ "recommended": [ "11303", "7146", "10191", "5249", "10953", "2297", "4595", "4893", "10449", "8883" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10156", "11238", "4664", "6958", "9823", "9975", "10765", "5366", "9558", "10651", "8223", "599", "11269", "10988", "7052", "5702", "4686", "11678", "4735", "8966", "11088", "10591", "11958", "11949", "10999", "5425", "6370", "10589", "5781", "8051", "565", "5601", "10428", "11702", "8162", "10289", "2123", "11981", "1340", "5777", "20", "11156", "1123", "7040", "5683", "1728", "11497", "11809", "11287", "1791" ], "interaction": [ { "item": "10196", "sentiment": "Strong Positive" }, { "item": "5578", "sentiment": "Strong Positive" }, { "item": "11421", "sentiment": "Strong Positive" }, { "item": "11574", "sentiment": "Weak Positive" }, { "item": "10999", "sentiment": "Strong Positive" } ], "user_id": "980" }
{ "recommended": [ "10999", "10156", "11238", "4664", "6958", "9823", "9975", "10765", "5366", "9558" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12066", "12050", "6402", "11904", "11618", "177", "4733", "10393", "3909", "5325", "2054", "2009", "10715", "1680", "3974", "11801", "4817", "8028", "8749", "4117", "934", "11138", "5697", "1912", "11204", "2744", "10776", "247", "11103", "1508", "8341", "8980", "11984", "3426", "6198", "1624", "4585", "2508", "3896", "10008", "4767", "11668", "7699", "1835", "8304", "9118", "3943", "381", "7723", "9579" ], "interaction": [ { "item": "6325", "sentiment": "Neutral" }, { "item": "11686", "sentiment": "Strong Positive" }, { "item": "11874", "sentiment": "Strong Positive" }, { "item": "11939", "sentiment": "Strong Positive" }, { "item": "11658", "sentiment": "Neutral" }, { "item": "12059", "sentiment": "Strong Positive" }, { "item": "12066", "sentiment": "Strong Positive" } ], "user_id": "981" }
{ "recommended": [ "12066", "12050", "6402", "11904", "11618", "177", "4733", "10393", "3909", "5325" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11434", "1227", "6469", "1549", "2476", "8872", "660", "9034", "4061", "2308", "7605", "8579", "1577", "162", "1154", "5600", "11151", "9098", "2184", "8919", "6227", "2231", "3133", "4956", "10152", "3465", "1368", "11125", "7678", "7343", "4197", "7439", "2679", "6272", "10015", "1534", "6097", "4891", "3566", "9193", "6999", "4475", "4165", "8607", "10573", "10692", "3236", "11713", "10784", "9932" ], "interaction": [ { "item": "5794", "sentiment": "Neutral" }, { "item": "3415", "sentiment": "Strong Positive" }, { "item": "4575", "sentiment": "Strong Positive" }, { "item": "777", "sentiment": "Strong Positive" }, { "item": "3545", "sentiment": "Strong Positive" }, { "item": "10270", "sentiment": "Strong Positive" }, { "item": "9165", "sentiment": "Neutral" }, { "item": "5165", "sentiment": "Strong Positive" }, { "item": "6118", "sentiment": "Strong Positive" }, { "item": "2308", "sentiment": "Strong Positive" } ], "user_id": "982" }
{ "recommended": [ "2308", "11434", "1227", "6469", "1549", "2476", "8872", "660", "9034", "4061" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8651", "8124", "9291", "10794", "8824", "9455", "11274", "10521", "9110", "3566", "7866", "4892", "10753", "6087", "7117", "10967", "9426", "9398", "8256", "3367", "5489", "11684", "8732", "2054", "11793", "360", "10366", "6458", "1606", "1333", "4850", "8624", "7126", "11406", "8444", "8720", "4288", "3771", "5225", "4029", "6632", "6398", "6843", "1915", "6601", "7044", "6978", "5150", "7753", "258" ], "interaction": [ { "item": "7130", "sentiment": "Weak Negative" }, { "item": "9712", "sentiment": "Weak Positive" }, { "item": "10144", "sentiment": "Neutral" }, { "item": "10536", "sentiment": "Strong Positive" }, { "item": "10794", "sentiment": "Strong Positive" } ], "user_id": "983" }
{ "recommended": [ "10794", "8651", "8124", "9291", "8824", "9455", "11274", "10521", "9110", "3566" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2684", "6269", "2064", "7134", "4379", "2794", "1245", "7417", "1387", "9387", "3500", "5253", "5261", "1246", "9165", "267", "6829", "10575", "6948", "6843", "3503", "9144", "11215", "9589", "4851", "1474", "10443", "8229", "4796", "6272", "3416", "10376", "6334", "4427", "7447", "11661", "4025", "11831", "1813", "10615", "5325", "6940", "285", "2334", "8837", "2091", "8484", "6993", "2638", "724" ], "interaction": [ { "item": "3948", "sentiment": "Strong Positive" }, { "item": "733", "sentiment": "Neutral" }, { "item": "148", "sentiment": "Strong Negative" }, { "item": "3949", "sentiment": "Strong Negative" }, { "item": "2722", "sentiment": "Strong Positive" }, { "item": "4867", "sentiment": "Strong Positive" }, { "item": "7461", "sentiment": "Strong Positive" }, { "item": "724", "sentiment": "Strong Positive" } ], "user_id": "984" }
{ "recommended": [ "724", "2684", "6269", "2064", "7134", "4379", "2794", "1245", "7417", "1387" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9211", "10269", "11980", "10383", "9965", "5144", "3746", "1387", "664", "9100", "190", "2203", "7850", "7696", "569", "5730", "11457", "2463", "159", "7660", "8423", "8019", "5713", "4736", "2799", "202", "8791", "12001", "229", "5850", "11874", "2205", "11111", "422", "3491", "9143", "10382", "11211", "7195", "6707", "6814", "10710", "1267", "9763", "8568", "7072", "11667", "10347", "10875", "785" ], "interaction": [ { "item": "389", "sentiment": "Strong Negative" }, { "item": "4950", "sentiment": "Strong Positive" }, { "item": "5119", "sentiment": "Neutral" }, { "item": "2895", "sentiment": "Strong Positive" }, { "item": "5730", "sentiment": "Strong Negative" } ], "user_id": "985" }
{ "recommended": [ "5730", "9211", "10269", "11980", "10383", "9965", "5144", "3746", "1387", "664" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5493", "10579", "6734", "4102", "10036", "10279", "6982", "8087", "5054", "8468", "3298", "10629", "7312", "7138", "2035", "258", "4062", "748", "8459", "11450", "2962", "10674", "3526", "2709", "11109", "7270", "11239", "600", "69", "9935", "9360", "11575", "4575", "8889", "9", "4462", "11903", "5178", "5177", "3201", "2083", "1963", "4986", "7144", "11446", "8224", "2571", "5834", "10729", "2896" ], "interaction": [ { "item": "268", "sentiment": "Strong Positive" }, { "item": "9370", "sentiment": "Strong Positive" }, { "item": "3130", "sentiment": "Strong Positive" }, { "item": "4473", "sentiment": "Strong Negative" }, { "item": "7654", "sentiment": "Strong Positive" }, { "item": "11500", "sentiment": "Strong Positive" } ], "user_id": "986" }
{ "recommended": [ "5493", "10579", "6734", "4102", "10036", "10279", "6982", "8087", "5054", "8468" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6263", "3862", "3892", "2933", "10246", "8032", "2526", "3889", "1336", "5584", "1555", "7091", "312", "4768", "721", "7052", "10568", "3482", "8052", "4126", "2064", "7224", "4004", "2312", "4574", "10193", "8601", "1751", "10792", "3716", "5967", "11055", "1382", "5918", "683", "3201", "4640", "7934", "380", "9454", "4391", "5032", "970", "3334", "2141", "3477", "4208", "5580", "10846", "5705" ], "interaction": [ { "item": "999", "sentiment": "Neutral" }, { "item": "2537", "sentiment": "Strong Positive" }, { "item": "5491", "sentiment": "Neutral" }, { "item": "7075", "sentiment": "Strong Positive" }, { "item": "10246", "sentiment": "Neutral" } ], "user_id": "987" }
{ "recommended": [ "10246", "6263", "3862", "3892", "2933", "8032", "2526", "3889", "1336", "5584" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9212", "12066", "1365", "11912", "2770", "734", "3730", "6142", "7287", "268", "8477", "2347", "4393", "191", "5650", "7843", "7947", "1976", "4564", "11259", "10653", "7592", "1474", "11878", "10710", "4985", "3196", "8409", "4068", "11033", "8274", "3319", "1236", "2358", "1249", "5262", "2226", "9496", "1109", "8230", "10837", "5894", "5570", "805", "1407", "311", "10863", "377", "9504", "391" ], "interaction": [ { "item": "1792", "sentiment": "Neutral" }, { "item": "2378", "sentiment": "Weak Positive" }, { "item": "10249", "sentiment": "Strong Positive" }, { "item": "10428", "sentiment": "Neutral" }, { "item": "10743", "sentiment": "Neutral" }, { "item": "10893", "sentiment": "Neutral" }, { "item": "7592", "sentiment": "Strong Positive" } ], "user_id": "988" }
{ "recommended": [ "7592", "9212", "12066", "1365", "11912", "2770", "734", "3730", "6142", "7287" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11390", "7121", "11788", "9369", "6402", "11679", "8681", "2605", "10380", "5262", "6813", "1899", "10553", "9208", "167", "7347", "1224", "1165", "3694", "5762", "6823", "9320", "7213", "435", "654", "8610", "4942", "3761", "1430", "1230", "4708", "6912", "3996", "532", "2081", "4596", "10651", "2141", "7341", "10346", "10269", "7635", "7749", "4727", "7042", "9820", "7159", "4454", "6068", "9834" ], "interaction": [ { "item": "10855", "sentiment": "Neutral" }, { "item": "11103", "sentiment": "Strong Positive" }, { "item": "10817", "sentiment": "Strong Positive" }, { "item": "1838", "sentiment": "Strong Positive" }, { "item": "4911", "sentiment": "Strong Positive" }, { "item": "6841", "sentiment": "Weak Positive" }, { "item": "10380", "sentiment": "Strong Positive" } ], "user_id": "989" }
{ "recommended": [ "10380", "11390", "7121", "11788", "9369", "6402", "11679", "8681", "2605", "5262" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3394", "2047", "6182", "8536", "8218", "3677", "3450", "6708", "3367", "4861", "5559", "4463", "2433", "7817", "6145", "606", "1542", "9638", "1930", "4274", "11748", "4095", "3491", "11058", "3527", "5930", "5521", "555", "1235", "3343", "11020", "678", "1649", "11627", "8120", "3154", "574", "961", "9117", "5088", "2015", "9707", "3375", "2882", "7848", "1298", "3530", "5367", "11908", "3174" ], "interaction": [ { "item": "3787", "sentiment": "Strong Positive" }, { "item": "3329", "sentiment": "Weak Negative" }, { "item": "4806", "sentiment": "Strong Positive" }, { "item": "425", "sentiment": "Strong Positive" }, { "item": "10429", "sentiment": "Strong Positive" }, { "item": "10112", "sentiment": "Strong Positive" }, { "item": "11124", "sentiment": "Weak Positive" }, { "item": "2023", "sentiment": "Strong Positive" }, { "item": "343", "sentiment": "Strong Positive" }, { "item": "1487", "sentiment": "Strong Positive" }, { "item": "2522", "sentiment": "Strong Positive" }, { "item": "3829", "sentiment": "Strong Negative" }, { "item": "5035", "sentiment": "Strong Positive" }, { "item": "3968", "sentiment": "Weak Negative" }, { "item": "7055", "sentiment": "Strong Positive" }, { "item": "1889", "sentiment": "Strong Positive" }, { "item": "10737", "sentiment": "Strong Negative" }, { "item": "10861", "sentiment": "Strong Positive" }, { "item": "5893", "sentiment": "Strong Positive" } ], "user_id": "990" }
{ "recommended": [ "3394", "2047", "6182", "8536", "8218", "3677", "3450", "6708", "3367", "4861" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1542", "3479", "114", "5250", "5412", "3415", "7977", "4842", "3157", "6262", "3060", "6412", "1708", "1061", "6269", "5581", "6764", "5874", "2758", "1322", "9450", "10058", "4740", "3379", "5254", "10990", "291", "1174", "5616", "903", "6052", "600", "9593", "8196", "1487", "4074", "4481", "11635", "9441", "5187", "4943", "2257", "695", "7914", "8687", "8923", "2222", "9281", "1116", "2876" ], "interaction": [ { "item": "6734", "sentiment": "Neutral" }, { "item": "3656", "sentiment": "Strong Negative" }, { "item": "7138", "sentiment": "Strong Positive" }, { "item": "8083", "sentiment": "Strong Positive" }, { "item": "9031", "sentiment": "Neutral" }, { "item": "2055", "sentiment": "Weak Negative" }, { "item": "9238", "sentiment": "Strong Positive" } ], "user_id": "991" }
{ "recommended": [ "1542", "3479", "114", "5250", "5412", "3415", "7977", "4842", "3157", "6262" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11778", "11499", "11771", "11775", "11785", "10164", "10814", "7934", "11956", "3572", "7488", "4704", "6348", "6589", "1243", "7216", "10697", "6539", "2262", "9295", "11121", "2905", "6676", "9305", "3861", "2912", "10614", "1489", "3892", "3631", "5946", "5478", "3472", "967", "4673", "10167", "10456", "2450", "11001", "5977", "1594", "6949", "7188", "1689", "2574", "9434", "2704", "819", "8879", "9776" ], "interaction": [ { "item": "9585", "sentiment": "Weak Negative" }, { "item": "3701", "sentiment": "Strong Positive" }, { "item": "10689", "sentiment": "Strong Positive" }, { "item": "10377", "sentiment": "Strong Positive" }, { "item": "11775", "sentiment": "Strong Negative" } ], "user_id": "992" }
{ "recommended": [ "11775", "11778", "11499", "11771", "11785", "10164", "10814", "7934", "11956", "3572" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4615", "664", "6702", "9037", "3824", "8267", "11919", "5052", "3914", "1459", "3075", "4548", "5820", "10761", "7475", "4403", "1877", "10355", "10841", "448", "5739", "5492", "2566", "4500", "1345", "2865", "10920", "4555", "6749", "11551", "5813", "11788", "10828", "10003", "7197", "10385", "8277", "10297", "5945", "1948", "7163", "6748", "1897", "6605", "11812", "8689", "903", "557", "8742", "3976" ], "interaction": [ { "item": "3438", "sentiment": "Strong Positive" }, { "item": "4856", "sentiment": "Strong Positive" }, { "item": "9755", "sentiment": "Strong Positive" }, { "item": "3256", "sentiment": "Strong Positive" }, { "item": "4020", "sentiment": "Strong Positive" }, { "item": "11551", "sentiment": "Strong Positive" } ], "user_id": "993" }
{ "recommended": [ "11551", "4615", "664", "6702", "9037", "3824", "8267", "11919", "5052", "3914" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9572", "759", "6374", "11373", "263", "4102", "8715", "5280", "99", "2110", "7360", "1856", "10029", "11359", "7542", "10960", "1832", "2224", "6", "239", "4597", "3774", "6513", "3204", "11037", "3903", "3558", "1249", "5514", "1729", "1941", "6829", "5772", "2848", "192", "2868", "9178", "1835", "4898", "1575", "5214", "9528", "11023", "136", "10880", "296", "9539", "3461", "7498", "9504" ], "interaction": [ { "item": "2028", "sentiment": "Strong Positive" }, { "item": "6192", "sentiment": "Strong Positive" }, { "item": "1263", "sentiment": "Strong Positive" }, { "item": "1557", "sentiment": "Strong Positive" }, { "item": "2628", "sentiment": "Strong Negative" }, { "item": "2757", "sentiment": "Strong Positive" }, { "item": "3558", "sentiment": "Strong Positive" } ], "user_id": "994" }
{ "recommended": [ "3558", "9572", "759", "6374", "11373", "263", "4102", "8715", "5280", "99" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3856", "6841", "2321", "7863", "1827", "7355", "6519", "9408", "7095", "4588", "10245", "7572", "5404", "1831", "891", "7233", "2571", "1189", "9588", "9027", "11619", "6410", "3302", "5846", "5262", "9893", "10205", "3232", "5434", "10258", "3163", "1747", "5405", "1740", "6372", "733", "10830", "4087", "4188", "10545", "5719", "5071", "9156", "729", "9013", "6046", "10077", "5000", "9390", "7227" ], "interaction": [ { "item": "2186", "sentiment": "Strong Positive" }, { "item": "7378", "sentiment": "Strong Positive" }, { "item": "4508", "sentiment": "Strong Positive" }, { "item": "2746", "sentiment": "Strong Positive" }, { "item": "3920", "sentiment": "Strong Positive" }, { "item": "9532", "sentiment": "Weak Negative" }, { "item": "2420", "sentiment": "Strong Positive" }, { "item": "10713", "sentiment": "Strong Positive" }, { "item": "444", "sentiment": "Strong Positive" }, { "item": "10245", "sentiment": "Strong Positive" } ], "user_id": "995" }
{ "recommended": [ "10245", "3856", "6841", "2321", "7863", "1827", "7355", "6519", "9408", "7095" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6903", "6208", "8601", "10309", "11572", "5434", "9744", "10621", "9883", "1349", "11032", "4943", "7469", "840", "9403", "2297", "11479", "4712", "4648", "6851", "2294", "11906", "1820", "6191", "4543", "9622", "7376", "11595", "7768", "121", "10826", "2709", "8929", "9296", "11648", "2860", "2854", "3343", "8781", "3941", "4542", "3879", "9728", "1558", "3474", "1652", "9153", "10130", "10883", "3400" ], "interaction": [ { "item": "6413", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Positive" }, { "item": "11373", "sentiment": "Strong Positive" }, { "item": "2513", "sentiment": "Strong Positive" }, { "item": "7651", "sentiment": "Strong Positive" }, { "item": "10309", "sentiment": "Strong Positive" } ], "user_id": "996" }
{ "recommended": [ "10309", "6903", "6208", "8601", "11572", "5434", "9744", "10621", "9883", "1349" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5948", "6708", "6987", "6624", "5832", "2095", "722", "5570", "6521", "700", "8958", "4987", "2436", "9979", "5404", "9165", "3776", "7130", "4607", "4490", "9501", "3603", "8075", "7262", "3873", "11168", "8347", "8014", "5213", "4384", "2036", "5209", "2430", "587", "4737", "25", "516", "7080", "3704", "5675", "9", "7856", "2322", "9500", "6384", "3979", "8486", "7682", "10892", "10741" ], "interaction": [ { "item": "2134", "sentiment": "Strong Positive" }, { "item": "4568", "sentiment": "Strong Positive" }, { "item": "4823", "sentiment": "Strong Positive" }, { "item": "4832", "sentiment": "Strong Positive" }, { "item": "6226", "sentiment": "Neutral" }, { "item": "10280", "sentiment": "Strong Positive" } ], "user_id": "997" }
{ "recommended": [ "5948", "6708", "6987", "6624", "5832", "2095", "722", "5570", "6521", "700" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5682", "11535", "8598", "11780", "5610", "7331", "5462", "4949", "3343", "6906", "9788", "405", "3821", "8267", "12040", "11792", "5792", "5974", "7885", "44", "3656", "4696", "128", "2622", "7230", "4260", "10095", "7346", "5419", "1252", "11975", "8010", "2305", "8918", "4960", "8508", "5626", "9360", "9770", "6463", "3123", "2820", "263", "6458", "1639", "645", "1017", "9094", "693", "5243" ], "interaction": [ { "item": "2319", "sentiment": "Neutral" }, { "item": "10704", "sentiment": "Strong Positive" }, { "item": "6392", "sentiment": "Strong Positive" }, { "item": "10382", "sentiment": "Neutral" }, { "item": "10015", "sentiment": "Strong Positive" }, { "item": "6545", "sentiment": "Strong Positive" }, { "item": "6749", "sentiment": "Neutral" }, { "item": "5462", "sentiment": "Strong Positive" } ], "user_id": "998" }
{ "recommended": [ "5462", "5682", "11535", "8598", "11780", "5610", "7331", "4949", "3343", "6906" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7989", "7748", "4521", "5200", "5020", "6903", "3314", "7917", "5385", "1236", "615", "5563", "4424", "3768", "8053", "11449", "1302", "5584", "8014", "6150", "6914", "5942", "4243", "7974", "7815", "4541", "1183", "8807", "7592", "4219", "3814", "11882", "5295", "8663", "463", "687", "9104", "6341", "8227", "7", "4940", "5780", "8603", "4502", "2227", "4933", "5116", "8498", "8475", "5891" ], "interaction": [ { "item": "4001", "sentiment": "Neutral" }, { "item": "7154", "sentiment": "Strong Positive" }, { "item": "3358", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Weak Negative" }, { "item": "6236", "sentiment": "Strong Positive" }, { "item": "8807", "sentiment": "Strong Positive" } ], "user_id": "999" }
{ "recommended": [ "8807", "7989", "7748", "4521", "5200", "5020", "6903", "3314", "7917", "5385" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5714", "9978", "7762", "6872", "1511", "9297", "10391", "3140", "11768", "5004", "9655", "8803", "8512", "6768", "8761", "2411", "8961", "6759", "6664", "2844", "9525", "6353", "2772", "240", "10715", "2151", "6439", "7816", "207", "552", "7062", "966", "401", "4963", "856", "9708", "1303", "11898", "3211", "5285", "2269", "2576", "11518", "6539", "8263", "9719", "8285", "4013", "1527", "3724" ], "interaction": [ { "item": "5173", "sentiment": "Neutral" }, { "item": "5945", "sentiment": "Strong Positive" }, { "item": "5933", "sentiment": "Weak Positive" }, { "item": "6014", "sentiment": "Strong Positive" }, { "item": "7203", "sentiment": "Neutral" }, { "item": "1841", "sentiment": "Strong Positive" }, { "item": "6768", "sentiment": "Strong Positive" } ], "user_id": "1000" }
{ "recommended": [ "6768", "5714", "9978", "7762", "6872", "1511", "9297", "10391", "3140", "11768" ] }