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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": [ "11970", "10001", "10856", "4637", "6037", "10376", "4230", "1539", "9525", "4152", "3660", "1893", "242", "884", "1771", "9473", "3792", "5262", "6975", "4061", "2531", "10331", "8134", "537", "10084", "9852", "8040", "8580", "10390", "1987", "6974", "3707", "2163", "2894", "2469", "2186", "7158", "9493", "4690", "2659", "10016", "6650", "3943", "7695", "7618", "2231", "7708", "3969", "6453", "4824" ], "interaction": [ { "item": "10477", "sentiment": "Strong Positive" }, { "item": "11874", "sentiment": "Strong Positive" }, { "item": "11939", "sentiment": "Neutral" }, { "item": "12065", "sentiment": "Strong Positive" }, { "item": "11970", "sentiment": "Strong Positive" } ], "user_id": "22201" }
{ "recommended": [ "11970", "10001", "10856", "4637", "6037", "10376", "4230", "1539", "9525", "4152" ] }
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": [ "9317", "8944", "10960", "1278", "535", "12083", "5126", "2425", "6538", "10116", "4170", "4918", "667", "11482", "113", "2405", "7977", "7490", "940", "5771", "6126", "5648", "4631", "2171", "6441", "9541", "388", "2734", "499", "6894", "4635", "570", "4373", "10399", "2775", "5507", "4716", "7074", "11146", "3475", "3450", "4533", "7294", "4683", "7067", "6820", "8247", "5042", "1155", "9372" ], "interaction": [ { "item": "11032", "sentiment": "Strong Positive" }, { "item": "267", "sentiment": "Strong Positive" }, { "item": "1171", "sentiment": "Neutral" }, { "item": "10961", "sentiment": "Strong Positive" }, { "item": "10711", "sentiment": "Strong Positive" }, { "item": "11880", "sentiment": "Strong Positive" }, { "item": "2434", "sentiment": "Weak Positive" }, { "item": "6078", "sentiment": "Strong Positive" }, { "item": "11879", "sentiment": "Strong Positive" }, { "item": "10957", "sentiment": "Strong Positive" }, { "item": "11085", "sentiment": "Strong Positive" }, { "item": "9959", "sentiment": "Strong Positive" }, { "item": "1155", "sentiment": "Strong Positive" } ], "user_id": "22202" }
{ "recommended": [ "1155", "9317", "8944", "10960", "1278", "535", "12083", "5126", "2425", "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": [ "9756", "4775", "6717", "2581", "7060", "4409", "11795", "3424", "1568", "778", "9704", "9965", "6347", "5947", "6113", "5304", "7861", "3713", "11048", "150", "2014", "4644", "3751", "4173", "7035", "3374", "51", "6087", "398", "9567", "7601", "1924", "2321", "9440", "8710", "4470", "7121", "4085", "1693", "3790", "9000", "1272", "3112", "8946", "9564", "7581", "4648", "11960", "3381", "1042" ], "interaction": [ { "item": "1912", "sentiment": "Strong Negative" }, { "item": "7200", "sentiment": "Strong Positive" }, { "item": "2084", "sentiment": "Strong Positive" }, { "item": "4362", "sentiment": "Weak Positive" }, { "item": "4864", "sentiment": "Strong Negative" } ], "user_id": "22203" }
{ "recommended": [ "9756", "4775", "6717", "2581", "7060", "4409", "11795", "3424", "1568", "778" ] }
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": [ "1633", "3836", "7703", "258", "2643", "4358", "5528", "1162", "3276", "5677", "2390", "3668", "3816", "8559", "7905", "4451", "2021", "4575", "245", "5196", "599", "9584", "2022", "304", "5968", "7631", "9885", "1132", "2103", "2245", "4593", "5807", "11290", "1022", "4043", "6405", "6798", "11603", "4137", "940", "3542", "7278", "6638", "10298", "10295", "1701", "10710", "6399", "5203", "10774" ], "interaction": [ { "item": "1213", "sentiment": "Strong Positive" }, { "item": "2861", "sentiment": "Strong Positive" }, { "item": "7115", "sentiment": "Strong Positive" }, { "item": "331", "sentiment": "Neutral" }, { "item": "2141", "sentiment": "Strong Positive" }, { "item": "8013", "sentiment": "Strong Positive" } ], "user_id": "22204" }
{ "recommended": [ "1633", "3836", "7703", "258", "2643", "4358", "5528", "1162", "3276", "5677" ] }
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": [ "12021", "9506", "7177", "10106", "4620", "7013", "11838", "10040", "1189", "5023", "9401", "10273", "9890", "5302", "7811", "9530", "12033", "10696", "10761", "11968", "4261", "11893", "5888", "11955", "11618", "6647", "6471", "175", "9380", "5227", "7467", "6723", "1417", "5193", "1128", "9007", "1263", "559", "1216", "3462", "4976", "9568", "4783", "6648", "6018", "3828", "2852", "9733", "582", "10626" ], "interaction": [ { "item": "11262", "sentiment": "Strong Positive" }, { "item": "12017", "sentiment": "Strong Positive" }, { "item": "12018", "sentiment": "Strong Positive" }, { "item": "9817", "sentiment": "Neutral" }, { "item": "12019", "sentiment": "Strong Positive" }, { "item": "12021", "sentiment": "Strong Positive" } ], "user_id": "22205" }
{ "recommended": [ "12021", "9506", "7177", "10106", "4620", "7013", "11838", "10040", "1189", "5023" ] }
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": [ "2595", "2420", "6978", "730", "911", "5023", "3170", "2709", "847", "2757", "7839", "3374", "6968", "4794", "11585", "1870", "1921", "11631", "11797", "3555", "4394", "617", "11301", "1975", "11058", "4859", "4456", "1392", "11756", "10463", "4718", "2182", "1689", "11667", "5263", "2802", "7986", "893", "9591", "1336", "1305", "11959", "11415", "5307", "685", "720", "9418", "4409", "3206", "1929" ], "interaction": [ { "item": "44", "sentiment": "Strong Positive" }, { "item": "98", "sentiment": "Neutral" }, { "item": "1282", "sentiment": "Strong Positive" }, { "item": "1854", "sentiment": "Strong Positive" }, { "item": "2033", "sentiment": "Weak Negative" }, { "item": "2935", "sentiment": "Neutral" }, { "item": "4269", "sentiment": "Neutral" }, { "item": "6652", "sentiment": "Weak Negative" }, { "item": "7084", "sentiment": "Neutral" }, { "item": "8787", "sentiment": "Neutral" }, { "item": "2709", "sentiment": "Strong Positive" } ], "user_id": "22206" }
{ "recommended": [ "2709", "2595", "2420", "6978", "730", "911", "5023", "3170", "847", "2757" ] }
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": [ "12058", "4526", "5916", "7759", "5262", "9507", "1532", "3015", "2684", "1173", "7628", "1282", "11719", "4312", "7283", "7409", "11131", "11595", "12025", "9803", "1102", "1794", "11828", "5582", "1752", "7897", "1129", "4513", "11200", "11802", "2314", "238", "9195", "11724", "3306", "2186", "9068", "8719", "5107", "6984", "5223", "5728", "826", "2652", "412", "6951", "7768", "8578", "10114", "1062" ], "interaction": [ { "item": "3335", "sentiment": "Strong Positive" }, { "item": "4424", "sentiment": "Strong Positive" }, { "item": "5155", "sentiment": "Weak Positive" }, { "item": "8269", "sentiment": "Strong Positive" }, { "item": "8489", "sentiment": "Strong Positive" }, { "item": "9373", "sentiment": "Strong Positive" }, { "item": "10975", "sentiment": "Strong Positive" }, { "item": "11595", "sentiment": "Strong Positive" } ], "user_id": "22207" }
{ "recommended": [ "11595", "12058", "4526", "5916", "7759", "5262", "9507", "1532", "3015", "2684" ] }
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": [ "8249", "6108", "286", "2549", "5662", "11973", "4573", "5036", "5084", "5887", "1549", "11983", "11324", "3174", "4811", "236", "408", "9573", "5615", "2810", "3458", "7782", "1198", "4444", "8608", "9985", "372", "11717", "4420", "4983", "11112", "3467", "2571", "9103", "5993", "3161", "9513", "12047", "3711", "287", "10567", "5107", "9725", "9134", "10820", "11579", "11583", "6965", "677", "7313" ], "interaction": [ { "item": "10767", "sentiment": "Weak Negative" }, { "item": "6696", "sentiment": "Strong Positive" }, { "item": "9556", "sentiment": "Strong Positive" }, { "item": "5194", "sentiment": "Weak Negative" }, { "item": "8429", "sentiment": "Weak Negative" }, { "item": "7593", "sentiment": "Weak Negative" }, { "item": "9985", "sentiment": "Strong Positive" } ], "user_id": "22208" }
{ "recommended": [ "9985", "8249", "6108", "286", "2549", "5662", "11973", "4573", "5036", "5084" ] }
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": [ "10579", "5665", "7130", "10100", "241", "623", "8855", "1820", "2005", "10589", "11276", "9687", "7491", "8802", "113", "599", "4428", "7333", "10752", "7945", "5573", "1837", "6620", "3667", "4663", "7406", "10521", "7627", "7617", "4745", "4350", "514", "543", "8501", "7238", "7413", "7882", "9213", "4468", "6473", "7517", "5193", "317", "9224", "1822", "1582", "5391", "10546", "5422", "8391" ], "interaction": [ { "item": "8649", "sentiment": "Strong Positive" }, { "item": "3073", "sentiment": "Strong Positive" }, { "item": "8721", "sentiment": "Strong Positive" }, { "item": "11023", "sentiment": "Strong Positive" }, { "item": "6027", "sentiment": "Strong Positive" }, { "item": "10579", "sentiment": "Strong Positive" } ], "user_id": "22209" }
{ "recommended": [ "10579", "5665", "7130", "10100", "241", "623", "8855", "1820", "2005", "10589" ] }
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": [ "9328", "2244", "6138", "7792", "6028", "1978", "8496", "5823", "7912", "7599", "6423", "10888", "4047", "1755", "5935", "10461", "4067", "2248", "9392", "3048", "5929", "4121", "1737", "2566", "753", "3864", "8788", "4443", "10836", "1331", "1296", "1147", "1484", "417", "9981", "7592", "6599", "2138", "1655", "9566", "7148", "5237", "10793", "9124", "8227", "8003", "8728", "8416", "10987", "6776" ], "interaction": [ { "item": "189", "sentiment": "Strong Positive" }, { "item": "4355", "sentiment": "Weak Positive" }, { "item": "2319", "sentiment": "Weak Negative" }, { "item": "5150", "sentiment": "Strong Negative" }, { "item": "2314", "sentiment": "Strong Positive" }, { "item": "8103", "sentiment": "Neutral" }, { "item": "2244", "sentiment": "Strong Negative" } ], "user_id": "22210" }
{ "recommended": [ "2244", "9328", "6138", "7792", "6028", "1978", "8496", "5823", "7912", "7599" ] }
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": [ "8368", "7665", "9084", "9509", "378", "7913", "1119", "9100", "7989", "9395", "44", "8638", "2854", "2503", "5061", "11118", "1514", "971", "8096", "6025", "9102", "2240", "2134", "4127", "11492", "8727", "4458", "3580", "4377", "8213", "391", "11878", "9816", "11910", "5980", "4418", "1783", "551", "4687", "3169", "358", "7567", "8604", "2613", "10486", "9759", "79", "5037", "901", "11799" ], "interaction": [ { "item": "3587", "sentiment": "Strong Positive" }, { "item": "9061", "sentiment": "Strong Positive" }, { "item": "1996", "sentiment": "Neutral" }, { "item": "5809", "sentiment": "Strong Negative" }, { "item": "8213", "sentiment": "Neutral" } ], "user_id": "22211" }
{ "recommended": [ "8213", "8368", "7665", "9084", "9509", "378", "7913", "1119", "9100", "7989" ] }
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": [ "11811", "11620", "6613", "7457", "11092", "1227", "7122", "2905", "5963", "9369", "11249", "44", "4358", "390", "3992", "3197", "7821", "8810", "1909", "8777", "4155", "11134", "7477", "6277", "2399", "9378", "6471", "7280", "11815", "8059", "5068", "2640", "10657", "9496", "3084", "6374", "8175", "6020", "56", "6444", "9443", "3231", "7385", "10857", "9424", "636", "8334", "1567", "2822", "3691" ], "interaction": [ { "item": "5475", "sentiment": "Neutral" }, { "item": "9583", "sentiment": "Strong Negative" }, { "item": "10390", "sentiment": "Weak Negative" }, { "item": "10700", "sentiment": "Weak Negative" }, { "item": "10697", "sentiment": "Strong Positive" }, { "item": "10695", "sentiment": "Neutral" }, { "item": "9604", "sentiment": "Weak Negative" }, { "item": "11519", "sentiment": "Strong Positive" }, { "item": "11811", "sentiment": "Neutral" } ], "user_id": "22212" }
{ "recommended": [ "11811", "11620", "6613", "7457", "11092", "1227", "7122", "2905", "5963", "9369" ] }
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": [ "3208", "1234", "438", "422", "2753", "8110", "6538", "6141", "2054", "4916", "4307", "1953", "7853", "293", "4004", "8710", "4005", "5764", "3581", "4691", "1696", "4025", "9271", "870", "6292", "8957", "2487", "2550", "6418", "7448", "7971", "8845", "10033", "2498", "93", "7111", "2686", "2098", "11070", "2125", "3759", "6518", "1131", "1410", "2018", "10407", "5125", "537", "2136", "7652" ], "interaction": [ { "item": "3390", "sentiment": "Strong Positive" }, { "item": "5209", "sentiment": "Neutral" }, { "item": "4367", "sentiment": "Strong Negative" }, { "item": "10923", "sentiment": "Weak Negative" }, { "item": "6047", "sentiment": "Strong Negative" }, { "item": "3581", "sentiment": "Strong Negative" } ], "user_id": "22213" }
{ "recommended": [ "3581", "3208", "1234", "438", "422", "2753", "8110", "6538", "6141", "2054" ] }
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": [ "10912", "7470", "9359", "293", "7803", "9600", "4188", "999", "6820", "164", "2583", "11344", "3447", "1899", "1510", "8016", "4205", "4335", "912", "10472", "1989", "526", "11428", "8855", "4729", "5074", "8042", "3149", "5851", "865", "1732", "4056", "6011", "2006", "7340", "4084", "7361", "953", "11712", "4379", "7843", "217", "2851", "4759", "10777", "8278", "1189", "6890", "5419", "274" ], "interaction": [ { "item": "2145", "sentiment": "Neutral" }, { "item": "2373", "sentiment": "Strong Negative" }, { "item": "6267", "sentiment": "Strong Positive" }, { "item": "6273", "sentiment": "Strong Positive" }, { "item": "6268", "sentiment": "Neutral" }, { "item": "7470", "sentiment": "Strong Positive" } ], "user_id": "22214" }
{ "recommended": [ "7470", "10912", "9359", "293", "7803", "9600", "4188", "999", "6820", "164" ] }
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": [ "8313", "8836", "8393", "94", "1266", "1408", "6", "9728", "3455", "1350", "9272", "1423", "4215", "2973", "5128", "9929", "2144", "9407", "11297", "5715", "4068", "8990", "11777", "4535", "4569", "6534", "6860", "4663", "2226", "2448", "5952", "4640", "3390", "2706", "6348", "238", "6547", "5037", "3512", "5834", "3608", "6330", "9015", "11457", "135", "11837", "1228", "12039", "4588", "1887" ], "interaction": [ { "item": "126", "sentiment": "Strong Negative" }, { "item": "250", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "3285", "sentiment": "Strong Positive" }, { "item": "5416", "sentiment": "Neutral" }, { "item": "2711", "sentiment": "Strong Positive" }, { "item": "6916", "sentiment": "Strong Positive" }, { "item": "3158", "sentiment": "Strong Positive" }, { "item": "4350", "sentiment": "Strong Negative" } ], "user_id": "22215" }
{ "recommended": [ "8313", "8836", "8393", "94", "1266", "1408", "6", "9728", "3455", "1350" ] }
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": [ "2922", "10036", "3777", "5258", "7788", "532", "10745", "10132", "535", "2508", "313", "4043", "1581", "2554", "7590", "4561", "3277", "1928", "2549", "7053", "2768", "949", "1700", "6796", "4077", "11057", "5093", "4127", "4273", "4116", "6127", "4761", "11035", "2301", "9627", "7014", "9332", "10530", "4978", "3539", "3256", "7027", "11197", "2502", "5297", "9396", "1489", "2706", "282", "7839" ], "interaction": [ { "item": "2255", "sentiment": "Strong Positive" }, { "item": "9999", "sentiment": "Neutral" }, { "item": "907", "sentiment": "Neutral" }, { "item": "4214", "sentiment": "Strong Positive" }, { "item": "4998", "sentiment": "Strong Positive" }, { "item": "10354", "sentiment": "Strong Positive" }, { "item": "8256", "sentiment": "Strong Positive" }, { "item": "454", "sentiment": "Strong Positive" }, { "item": "553", "sentiment": "Strong Positive" }, { "item": "2526", "sentiment": "Strong Positive" }, { "item": "3313", "sentiment": "Neutral" }, { "item": "4138", "sentiment": "Strong Positive" } ], "user_id": "22216" }
{ "recommended": [ "2922", "10036", "3777", "5258", "7788", "532", "10745", "10132", "535", "2508" ] }
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": [ "11640", "8517", "6749", "11395", "9872", "6325", "190", "1728", "5207", "10404", "4711", "3114", "1149", "6879", "5168", "2571", "2574", "8600", "2032", "2944", "2386", "11900", "7993", "11518", "11673", "5316", "1194", "693", "4200", "4827", "1438", "3890", "2432", "9658", "2092", "6163", "11823", "11722", "11232", "3685", "1184", "3847", "4548", "3520", "1895", "3590", "3571", "5489", "3291", "5860" ], "interaction": [ { "item": "3013", "sentiment": "Strong Positive" }, { "item": "444", "sentiment": "Strong Positive" }, { "item": "6727", "sentiment": "Strong Positive" }, { "item": "6874", "sentiment": "Neutral" }, { "item": "9219", "sentiment": "Weak Negative" }, { "item": "10246", "sentiment": "Neutral" }, { "item": "11518", "sentiment": "Strong Positive" } ], "user_id": "22217" }
{ "recommended": [ "11518", "11640", "8517", "6749", "11395", "9872", "6325", "190", "1728", "5207" ] }
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": [ "10667", "9561", "3177", "7961", "11715", "6500", "2430", "5500", "5141", "3572", "4774", "6038", "9900", "5030", "4113", "8945", "7917", "7571", "3410", "11460", "10809", "9206", "5344", "9119", "1633", "4516", "7710", "11742", "10685", "762", "2526", "3659", "3477", "8284", "1644", "3476", "245", "7474", "8450", "6582", "4153", "2385", "2498", "2324", "7294", "3176", "5438", "6324", "5507", "1249" ], "interaction": [ { "item": "1904", "sentiment": "Strong Positive" }, { "item": "2786", "sentiment": "Strong Positive" }, { "item": "4756", "sentiment": "Strong Positive" }, { "item": "10674", "sentiment": "Neutral" }, { "item": "1633", "sentiment": "Strong Positive" } ], "user_id": "22218" }
{ "recommended": [ "1633", "10667", "9561", "3177", "7961", "11715", "6500", "2430", "5500", "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": [ "6231", "7703", "1053", "4824", "5682", "1573", "507", "3911", "4683", "7475", "4703", "821", "4114", "10665", "258", "8687", "8676", "568", "3193", "10302", "7571", "6124", "8120", "9725", "5258", "6997", "11930", "6743", "1288", "6536", "6152", "1943", "2469", "3962", "3958", "546", "7577", "1908", "7237", "6798", "8794", "5277", "6744", "497", "8693", "3894", "4986", "2622", "3380", "7412" ], "interaction": [ { "item": "553", "sentiment": "Strong Positive" }, { "item": "881", "sentiment": "Strong Positive" }, { "item": "535", "sentiment": "Neutral" }, { "item": "4865", "sentiment": "Strong Positive" }, { "item": "6270", "sentiment": "Strong Positive" }, { "item": "6887", "sentiment": "Strong Positive" }, { "item": "8693", "sentiment": "Strong Positive" } ], "user_id": "22219" }
{ "recommended": [ "8693", "6231", "7703", "1053", "4824", "5682", "1573", "507", "3911", "4683" ] }
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": [ "6727", "4550", "5137", "461", "1902", "9431", "10998", "7315", "1506", "5005", "6782", "10942", "2056", "1601", "3922", "3494", "10101", "1266", "7878", "11222", "9129", "2155", "10295", "4499", "7143", "8610", "686", "7276", "1802", "4258", "1761", "11015", "6979", "3373", "8050", "7033", "5082", "1039", "761", "1491", "10029", "11943", "804", "9454", "2201", "2280", "2097", "7826", "6937", "964" ], "interaction": [ { "item": "3178", "sentiment": "Weak Negative" }, { "item": "3179", "sentiment": "Neutral" }, { "item": "5147", "sentiment": "Strong Positive" }, { "item": "5154", "sentiment": "Strong Positive" }, { "item": "6727", "sentiment": "Strong Positive" } ], "user_id": "22220" }
{ "recommended": [ "6727", "4550", "5137", "461", "1902", "9431", "10998", "7315", "1506", "5005" ] }
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": [ "733", "2326", "1700", "2571", "1093", "7356", "11578", "4436", "1106", "11182", "3656", "1492", "5086", "3930", "4619", "1932", "2152", "5175", "6788", "5869", "5261", "6738", "5739", "7457", "9171", "11797", "3216", "6856", "11945", "12016", "5204", "11188", "3228", "10455", "2427", "870", "6807", "10809", "5921", "11728", "3219", "10700", "11048", "8671", "6478", "10101", "9083", "2564", "1287", "10911" ], "interaction": [ { "item": "9089", "sentiment": "Neutral" }, { "item": "10774", "sentiment": "Neutral" }, { "item": "10816", "sentiment": "Neutral" }, { "item": "10691", "sentiment": "Neutral" }, { "item": "8388", "sentiment": "Neutral" }, { "item": "10164", "sentiment": "Neutral" }, { "item": "6648", "sentiment": "Strong Positive" }, { "item": "11053", "sentiment": "Neutral" }, { "item": "3517", "sentiment": "Strong Negative" }, { "item": "6277", "sentiment": "Strong Positive" }, { "item": "1305", "sentiment": "Neutral" }, { "item": "3161", "sentiment": "Strong Negative" }, { "item": "8780", "sentiment": "Neutral" }, { "item": "11707", "sentiment": "Strong Positive" }, { "item": "11202", "sentiment": "Neutral" }, { "item": "11879", "sentiment": "Strong Negative" }, { "item": "1772", "sentiment": "Neutral" }, { "item": "2779", "sentiment": "Neutral" }, { "item": "148", "sentiment": "Strong Positive" }, { "item": "12016", "sentiment": "Neutral" } ], "user_id": "22221" }
{ "recommended": [ "12016", "733", "2326", "1700", "2571", "1093", "7356", "11578", "4436", "1106" ] }
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": [ "11243", "241", "4634", "317", "3945", "7250", "8603", "6942", "9473", "1667", "680", "11247", "4267", "4873", "2414", "2362", "7560", "6873", "3019", "6567", "11909", "2864", "4638", "5631", "3161", "1032", "2651", "8423", "8733", "577", "11320", "9257", "7965", "5804", "10057", "2220", "2262", "11356", "7018", "10810", "9022", "6578", "10075", "10392", "3328", "2863", "7627", "4319", "594", "1420" ], "interaction": [ { "item": "2599", "sentiment": "Strong Positive" }, { "item": "2319", "sentiment": "Weak Positive" }, { "item": "6552", "sentiment": "Strong Positive" }, { "item": "1840", "sentiment": "Weak Positive" }, { "item": "7446", "sentiment": "Strong Positive" }, { "item": "11243", "sentiment": "Strong Positive" } ], "user_id": "22222" }
{ "recommended": [ "11243", "241", "4634", "317", "3945", "7250", "8603", "6942", "9473", "1667" ] }
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": [ "1835", "4426", "10288", "6294", "4126", "297", "2894", "1051", "8249", "5844", "8928", "7264", "6871", "4119", "7817", "6440", "11328", "9428", "9312", "9125", "3472", "11706", "5713", "3786", "3736", "3759", "1297", "606", "2898", "8661", "7216", "4364", "9824", "2656", "6270", "9941", "2310", "7710", "1568", "1661", "9522", "7265", "1064", "3711", "9858", "10262", "33", "2343", "4403", "6216" ], "interaction": [ { "item": "8156", "sentiment": "Neutral" }, { "item": "52", "sentiment": "Strong Positive" }, { "item": "1926", "sentiment": "Strong Positive" }, { "item": "4003", "sentiment": "Strong Negative" }, { "item": "6294", "sentiment": "Strong Positive" } ], "user_id": "22223" }
{ "recommended": [ "6294", "1835", "4426", "10288", "4126", "297", "2894", "1051", "8249", "5844" ] }
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": [ "9530", "7412", "9581", "5244", "7055", "7982", "241", "10275", "7896", "5778", "2798", "187", "378", "1254", "8147", "10043", "9073", "7118", "6078", "10561", "10408", "10793", "4294", "4218", "270", "8663", "2870", "11297", "490", "1221", "7138", "623", "683", "4983", "1589", "8216", "3583", "2294", "10560", "10164", "11323", "10087", "6084", "7418", "11789", "9825", "10738", "2789", "9429", "10342" ], "interaction": [ { "item": "7646", "sentiment": "Strong Positive" }, { "item": "7647", "sentiment": "Strong Positive" }, { "item": "7648", "sentiment": "Strong Positive" }, { "item": "7649", "sentiment": "Strong Positive" }, { "item": "7650", "sentiment": "Strong Positive" }, { "item": "7653", "sentiment": "Strong Positive" }, { "item": "9529", "sentiment": "Strong Positive" }, { "item": "9530", "sentiment": "Strong Positive" } ], "user_id": "22224" }
{ "recommended": [ "9530", "7412", "9581", "5244", "7055", "7982", "241", "10275", "7896", "5778" ] }
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": [ "8721", "9842", "5851", "8826", "6449", "6526", "11381", "11014", "5432", "9735", "4526", "4794", "7948", "1854", "10564", "4957", "11699", "5855", "61", "5746", "10001", "3314", "5566", "5394", "6611", "3918", "8536", "4179", "6469", "4648", "11323", "10815", "4956", "2261", "799", "3450", "5929", "10041", "3694", "7165", "3297", "9470", "6559", "2196", "8218", "2827", "2392", "807", "1502", "4826" ], "interaction": [ { "item": "2440", "sentiment": "Strong Positive" }, { "item": "2557", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "10100", "sentiment": "Strong Positive" }, { "item": "11094", "sentiment": "Strong Positive" }, { "item": "341", "sentiment": "Weak Negative" }, { "item": "2987", "sentiment": "Strong Positive" }, { "item": "7284", "sentiment": "Weak Positive" }, { "item": "7640", "sentiment": "Strong Positive" }, { "item": "516", "sentiment": "Strong Positive" }, { "item": "3325", "sentiment": "Strong Negative" }, { "item": "11381", "sentiment": "Strong Positive" } ], "user_id": "22225" }
{ "recommended": [ "11381", "8721", "9842", "5851", "8826", "6449", "6526", "11014", "5432", "9735" ] }
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": [ "9218", "9368", "259", "6916", "703", "9746", "7930", "7861", "10771", "6097", "10642", "6187", "7137", "8697", "9557", "166", "1577", "9901", "1484", "40", "2747", "6824", "11710", "3748", "10783", "14", "5486", "4800", "10113", "3137", "1071", "10385", "4056", "8338", "11565", "1969", "9944", "8303", "4105", "9214", "6365", "7119", "6424", "6803", "3512", "846", "4983", "4892", "10117", "9012" ], "interaction": [ { "item": "3639", "sentiment": "Neutral" }, { "item": "3771", "sentiment": "Strong Positive" }, { "item": "2760", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "Strong Positive" }, { "item": "9012", "sentiment": "Strong Positive" } ], "user_id": "22226" }
{ "recommended": [ "9012", "9218", "9368", "259", "6916", "703", "9746", "7930", "7861", "10771" ] }
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": [ "1799", "6187", "4705", "6503", "5258", "9394", "3775", "8806", "2715", "4342", "579", "2902", "2349", "4849", "8047", "5551", "9985", "9091", "9950", "8843", "10365", "5205", "2184", "2191", "1663", "4831", "7183", "4631", "4714", "3424", "4321", "1987", "7647", "8825", "6665", "6978", "2957", "2072", "11461", "9416", "2084", "7919", "2281", "6713", "10220", "1024", "11764", "3966", "1695", "2330" ], "interaction": [ { "item": "3812", "sentiment": "Strong Positive" }, { "item": "5777", "sentiment": "Strong Positive" }, { "item": "653", "sentiment": "Neutral" }, { "item": "4503", "sentiment": "Strong Positive" }, { "item": "4620", "sentiment": "Strong Positive" }, { "item": "9901", "sentiment": "Strong Positive" }, { "item": "283", "sentiment": "Strong Positive" }, { "item": "6811", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "461", "sentiment": "Strong Positive" }, { "item": "10080", "sentiment": "Strong Positive" }, { "item": "2161", "sentiment": "Weak Negative" }, { "item": "4759", "sentiment": "Strong Positive" }, { "item": "9091", "sentiment": "Strong Positive" } ], "user_id": "22227" }
{ "recommended": [ "9091", "1799", "6187", "4705", "6503", "5258", "9394", "3775", "8806", "2715" ] }
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": [ "7405", "11381", "3980", "6478", "8243", "8036", "11522", "2440", "7165", "5412", "1410", "11124", "8508", "6878", "9344", "3810", "8387", "6928", "2909", "11772", "10911", "9814", "1474", "5204", "5351", "8553", "5352", "5060", "7908", "11633", "1035", "9669", "9391", "1125", "5540", "2783", "4127", "10949", "11299", "5877", "8695", "763", "7309", "10187", "2297", "9718", "4573", "7271", "1279", "10810" ], "interaction": [ { "item": "3323", "sentiment": "Neutral" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "8382", "sentiment": "Strong Positive" }, { "item": "9026", "sentiment": "Strong Positive" }, { "item": "9184", "sentiment": "Weak Negative" }, { "item": "8221", "sentiment": "Strong Positive" }, { "item": "8419", "sentiment": "Weak Negative" }, { "item": "8721", "sentiment": "Strong Positive" }, { "item": "7789", "sentiment": "Strong Positive" }, { "item": "9509", "sentiment": "Strong Negative" }, { "item": "8936", "sentiment": "Strong Positive" }, { "item": "10907", "sentiment": "Strong Positive" }, { "item": "11573", "sentiment": "Strong Positive" } ], "user_id": "22228" }
{ "recommended": [ "7405", "11381", "3980", "6478", "8243", "8036", "11522", "2440", "7165", "5412" ] }
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": [ "177", "3908", "10291", "1404", "10945", "2000", "4223", "3170", "8315", "7016", "7126", "9058", "2434", "4286", "4001", "6254", "4219", "8616", "4258", "5312", "7074", "3655", "9837", "6185", "2147", "10350", "3053", "3966", "103", "5463", "2335", "785", "4431", "5201", "10050", "2105", "5457", "7935", "8129", "6233", "8472", "6565", "9329", "1001", "7051", "11135", "6597", "10682", "3164", "8126" ], "interaction": [ { "item": "3006", "sentiment": "Strong Positive" }, { "item": "6024", "sentiment": "Strong Positive" }, { "item": "7914", "sentiment": "Strong Positive" }, { "item": "9004", "sentiment": "Strong Positive" }, { "item": "1350", "sentiment": "Strong Positive" }, { "item": "8472", "sentiment": "Strong Positive" } ], "user_id": "22229" }
{ "recommended": [ "8472", "177", "3908", "10291", "1404", "10945", "2000", "4223", "3170", "8315" ] }
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": [ "207", "70", "8476", "1690", "1178", "2281", "5280", "4677", "7510", "5869", "7039", "2702", "3239", "5535", "2130", "6000", "2972", "9891", "1067", "261", "5580", "855", "2571", "4660", "8243", "9267", "4608", "7175", "6015", "3876", "6091", "7080", "5974", "2821", "4292", "5385", "265", "2760", "4096", "8470", "73", "8130", "10890", "10114", "4198", "2207", "8024", "7321", "9904", "3040" ], "interaction": [ { "item": "2562", "sentiment": "Strong Negative" }, { "item": "6820", "sentiment": "Strong Negative" }, { "item": "6905", "sentiment": "Strong Positive" }, { "item": "8159", "sentiment": "Strong Positive" }, { "item": "8218", "sentiment": "Strong Positive" }, { "item": "8823", "sentiment": "Strong Positive" }, { "item": "8446", "sentiment": "Strong Positive" }, { "item": "887", "sentiment": "Strong Negative" }, { "item": "1254", "sentiment": "Strong Positive" }, { "item": "1489", "sentiment": "Strong Negative" }, { "item": "1935", "sentiment": "Strong Negative" }, { "item": "3390", "sentiment": "Strong Positive" }, { "item": "7656", "sentiment": "Strong Positive" } ], "user_id": "22230" }
{ "recommended": [ "207", "70", "8476", "1690", "1178", "2281", "5280", "4677", "7510", "5869" ] }
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": [ "9052", "11184", "4411", "9664", "11850", "9394", "9152", "4850", "8715", "6422", "8812", "11304", "1243", "9608", "5823", "5755", "7783", "11056", "2524", "9239", "4117", "7012", "7440", "5205", "1719", "4355", "1100", "9497", "6006", "9527", "523", "11643", "7524", "6404", "9254", "788", "354", "10858", "99", "5241", "7106", "5343", "11061", "10194", "5883", "1002", "2598", "5187", "7145", "9305" ], "interaction": [ { "item": "868", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Neutral" }, { "item": "8802", "sentiment": "Strong Positive" }, { "item": "378", "sentiment": "Strong Positive" }, { "item": "6812", "sentiment": "Neutral" }, { "item": "575", "sentiment": "Strong Negative" }, { "item": "3299", "sentiment": "Strong Positive" }, { "item": "8971", "sentiment": "Strong Positive" }, { "item": "9239", "sentiment": "Strong Positive" } ], "user_id": "22231" }
{ "recommended": [ "9239", "9052", "11184", "4411", "9664", "11850", "9394", "9152", "4850", "8715" ] }
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": [ "9189", "8651", "11684", "422", "1854", "7477", "4942", "7852", "2572", "5450", "10481", "7636", "9733", "3256", "454", "6165", "4809", "352", "227", "612", "1196", "2245", "9052", "8816", "11865", "7799", "10519", "3239", "7249", "1276", "11195", "3499", "9996", "11550", "148", "11352", "8561", "10532", "2996", "6000", "2460", "23", "10569", "11366", "1369", "4931", "4103", "3105", "3997", "10582" ], "interaction": [ { "item": "4836", "sentiment": "Strong Positive" }, { "item": "6841", "sentiment": "Weak Negative" }, { "item": "9346", "sentiment": "Neutral" }, { "item": "7222", "sentiment": "Strong Positive" }, { "item": "7799", "sentiment": "Neutral" } ], "user_id": "22232" }
{ "recommended": [ "7799", "9189", "8651", "11684", "422", "1854", "7477", "4942", "7852", "2572" ] }
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": [ "4303", "404", "7613", "699", "9262", "10951", "4209", "9193", "9778", "5761", "2007", "710", "7396", "3635", "5987", "8388", "7515", "12014", "7958", "9390", "4457", "8908", "5491", "4889", "1637", "5926", "11312", "11920", "7725", "8146", "8917", "5300", "6136", "10456", "5003", "11299", "2754", "11566", "2329", "6299", "9627", "232", "540", "11084", "1796", "6355", "4866", "1847", "117", "5335" ], "interaction": [ { "item": "793", "sentiment": "Strong Negative" }, { "item": "8675", "sentiment": "Strong Positive" }, { "item": "3713", "sentiment": "Weak Positive" }, { "item": "6444", "sentiment": "Strong Positive" }, { "item": "10128", "sentiment": "Neutral" } ], "user_id": "22233" }
{ "recommended": [ "4303", "404", "7613", "699", "9262", "10951", "4209", "9193", "9778", "5761" ] }
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": [ "2472", "10830", "8760", "10696", "10300", "5865", "5929", "11232", "10757", "5677", "9125", "10075", "6885", "9552", "7698", "7501", "8140", "5238", "9207", "11179", "10699", "6755", "7091", "9954", "6217", "4697", "7831", "10081", "4675", "5793", "2762", "7304", "11706", "1703", "7780", "6358", "7494", "2168", "1609", "11080", "5768", "2231", "422", "11781", "7568", "8356", "11796", "2247", "4575", "6803" ], "interaction": [ { "item": "3734", "sentiment": "Strong Positive" }, { "item": "4241", "sentiment": "Neutral" }, { "item": "9498", "sentiment": "Weak Positive" }, { "item": "5564", "sentiment": "Strong Positive" }, { "item": "7075", "sentiment": "Strong Positive" }, { "item": "6330", "sentiment": "Strong Positive" }, { "item": "8716", "sentiment": "Strong Positive" }, { "item": "2228", "sentiment": "Strong Negative" }, { "item": "8118", "sentiment": "Strong Positive" }, { "item": "2770", "sentiment": "Strong Positive" }, { "item": "7475", "sentiment": "Neutral" }, { "item": "8083", "sentiment": "Strong Negative" }, { "item": "1490", "sentiment": "Strong Positive" }, { "item": "4098", "sentiment": "Strong Positive" }, { "item": "10479", "sentiment": "Strong Positive" }, { "item": "470", "sentiment": "Weak Negative" }, { "item": "9104", "sentiment": "Strong Negative" }, { "item": "9105", "sentiment": "Strong Positive" }, { "item": "8855", "sentiment": "Strong Positive" }, { "item": "11385", "sentiment": "Neutral" } ], "user_id": "22234" }
{ "recommended": [ "2472", "10830", "8760", "10696", "10300", "5865", "5929", "11232", "10757", "5677" ] }
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": [ "10429", "2711", "10597", "3734", "6500", "8421", "8030", "11211", "2503", "9370", "5642", "8256", "9558", "7459", "2870", "3589", "3766", "11063", "4140", "5640", "277", "4156", "885", "3087", "9012", "5876", "8649", "7990", "8205", "6289", "11829", "11622", "2779", "4439", "10292", "10753", "3771", "2786", "4065", "7928", "11266", "719", "4876", "6902", "3847", "5457", "5856", "9079", "7609", "5100" ], "interaction": [ { "item": "2251", "sentiment": "Strong Positive" }, { "item": "2987", "sentiment": "Strong Positive" }, { "item": "7289", "sentiment": "Neutral" }, { "item": "10152", "sentiment": "Strong Positive" }, { "item": "10429", "sentiment": "Strong Positive" } ], "user_id": "22235" }
{ "recommended": [ "10429", "2711", "10597", "3734", "6500", "8421", "8030", "11211", "2503", "9370" ] }
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": [ "113", "8641", "4016", "2478", "4575", "2015", "8777", "186", "3609", "4284", "6832", "474", "10338", "2174", "6313", "2611", "2315", "7087", "8735", "4872", "1330", "4887", "1812", "6519", "1961", "5056", "8729", "7844", "6134", "350", "3386", "9862", "6501", "9950", "1122", "1825", "4148", "3496", "8005", "3712", "3135", "1925", "9736", "5071", "1292", "505", "1126", "1788", "4968", "6990" ], "interaction": [ { "item": "5396", "sentiment": "Strong Positive" }, { "item": "2577", "sentiment": "Weak Positive" }, { "item": "1377", "sentiment": "Weak Negative" }, { "item": "3026", "sentiment": "Strong Negative" }, { "item": "1729", "sentiment": "Neutral" } ], "user_id": "22236" }
{ "recommended": [ "113", "8641", "4016", "2478", "4575", "2015", "8777", "186", "3609", "4284" ] }
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", "3426", "6260", "6256", "2757", "1653", "8207", "1822", "8205", "5641", "11034", "6412", "10942", "3349", "6725", "4897", "9001", "10065", "10313", "6624", "6242", "9927", "6321", "772", "2505", "2830", "9735", "7556", "10911", "10207", "7239", "4111", "6894", "5627", "9583", "7135", "10274", "2956", "4795", "1873", "2901", "7241", "4217", "7572", "86", "3713", "6320", "3001", "1291", "5177" ], "interaction": [ { "item": "1644", "sentiment": "Weak Negative" }, { "item": "3804", "sentiment": "Neutral" }, { "item": "5587", "sentiment": "Weak Positive" }, { "item": "638", "sentiment": "Strong Positive" }, { "item": "2789", "sentiment": "Weak Positive" }, { "item": "9305", "sentiment": "Strong Positive" }, { "item": "2830", "sentiment": "Strong Positive" } ], "user_id": "22237" }
{ "recommended": [ "2830", "10036", "3426", "6260", "6256", "2757", "1653", "8207", "1822", "8205" ] }
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": [ "3853", "130", "2201", "6824", "1477", "2391", "1200", "1501", "439", "5194", "10839", "1549", "2203", "6158", "8727", "8040", "3448", "1333", "6181", "6599", "4292", "9301", "2019", "271", "399", "1853", "2676", "3712", "3418", "4025", "10516", "6920", "3940", "1516", "6026", "8530", "5882", "2922", "4043", "1527", "2047", "1848", "8182", "10502", "435", "11516", "7229", "4849", "7711", "7038" ], "interaction": [ { "item": "1307", "sentiment": "Weak Negative" }, { "item": "5842", "sentiment": "Strong Positive" }, { "item": "5987", "sentiment": "Neutral" }, { "item": "212", "sentiment": "Strong Positive" }, { "item": "2163", "sentiment": "Strong Positive" }, { "item": "6630", "sentiment": "Strong Positive" }, { "item": "127", "sentiment": "Strong Negative" }, { "item": "9550", "sentiment": "Strong Positive" }, { "item": "4668", "sentiment": "Strong Positive" }, { "item": "3276", "sentiment": "Strong Positive" }, { "item": "6824", "sentiment": "Strong Positive" } ], "user_id": "22238" }
{ "recommended": [ "6824", "3853", "130", "2201", "1477", "2391", "1200", "1501", "439", "5194" ] }
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": [ "7138", "2693", "9023", "10378", "335", "10959", "6436", "11980", "10960", "4151", "7385", "7177", "2685", "459", "693", "4794", "9595", "1024", "5029", "3146", "1910", "1956", "8833", "10479", "11259", "8338", "2714", "3679", "4004", "9759", "252", "6305", "9911", "2824", "5377", "4617", "3007", "11450", "1072", "498", "9596", "4297", "4626", "5538", "7741", "943", "10938", "6055", "7139", "2285" ], "interaction": [ { "item": "10051", "sentiment": "Neutral" }, { "item": "8634", "sentiment": "Strong Positive" }, { "item": "9545", "sentiment": "Strong Positive" }, { "item": "4814", "sentiment": "Weak Positive" }, { "item": "4004", "sentiment": "Strong Negative" } ], "user_id": "22239" }
{ "recommended": [ "4004", "7138", "2693", "9023", "10378", "335", "10959", "6436", "11980", "10960" ] }
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": [ "9108", "8380", "135", "3788", "10996", "6412", "611", "3001", "6605", "5877", "9441", "3044", "8288", "120", "7993", "4859", "9986", "5178", "2447", "10167", "2788", "2826", "7726", "8952", "8512", "2650", "1156", "10599", "782", "4688", "3472", "10880", "610", "8439", "576", "2970", "2943", "7804", "10897", "5411", "4892", "11565", "5753", "3489", "6777", "9518", "8228", "5357", "6735", "7872" ], "interaction": [ { "item": "1094", "sentiment": "Weak Negative" }, { "item": "4322", "sentiment": "Strong Positive" }, { "item": "5430", "sentiment": "Strong Positive" }, { "item": "5413", "sentiment": "Strong Positive" }, { "item": "11565", "sentiment": "Strong Positive" } ], "user_id": "22240" }
{ "recommended": [ "11565", "9108", "8380", "135", "3788", "10996", "6412", "611", "3001", "6605" ] }
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", "8257", "5250", "82", "4134", "6757", "1902", "4580", "722", "8093", "2902", "164", "7939", "9119", "2355", "3863", "5293", "2864", "11032", "869", "2800", "11230", "8882", "8444", "2314", "5768", "10639", "9760", "5603", "1204", "2415", "10189", "9701", "10429", "3931", "11401", "7227", "2560", "11445", "5137", "5294", "2643", "8854", "2438", "3268", "9512", "1911", "1608", "5096", "1249" ], "interaction": [ { "item": "2352", "sentiment": "Weak Negative" }, { "item": "4115", "sentiment": "Strong Positive" }, { "item": "5431", "sentiment": "Strong Positive" }, { "item": "7286", "sentiment": "Strong Positive" }, { "item": "84", "sentiment": "Strong Positive" }, { "item": "5517", "sentiment": "Strong Positive" }, { "item": "6308", "sentiment": "Strong Positive" }, { "item": "6757", "sentiment": "Strong Positive" } ], "user_id": "22241" }
{ "recommended": [ "6757", "5088", "8257", "5250", "82", "4134", "1902", "4580", "722", "8093" ] }
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": [ "9466", "10162", "849", "10307", "2275", "8875", "2772", "8729", "331", "9593", "2104", "842", "6368", "339", "6868", "552", "8581", "6861", "3719", "12065", "481", "5505", "5120", "7425", "10385", "4597", "9410", "3232", "9847", "7510", "2701", "7779", "8557", "11337", "10823", "4270", "4303", "8674", "10643", "11583", "2352", "10282", "11168", "1211", "9346", "8633", "11035", "775", "7415", "11858" ], "interaction": [ { "item": "7711", "sentiment": "Neutral" }, { "item": "8129", "sentiment": "Weak Negative" }, { "item": "11248", "sentiment": "Strong Positive" }, { "item": "1511", "sentiment": "Strong Positive" }, { "item": "331", "sentiment": "Weak Positive" } ], "user_id": "22242" }
{ "recommended": [ "331", "9466", "10162", "849", "10307", "2275", "8875", "2772", "8729", "9593" ] }
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": [ "8715", "10218", "9450", "10747", "374", "5951", "5132", "4904", "10393", "3358", "6753", "9043", "11016", "7560", "8134", "9034", "9294", "8862", "4003", "10426", "5261", "8204", "11787", "4791", "3427", "2246", "11767", "9777", "7673", "10854", "10126", "7800", "1390", "6972", "9950", "3311", "6566", "7471", "11413", "1398", "1511", "1548", "1551", "5387", "11455", "11608", "3349", "1528", "6251", "2662" ], "interaction": [ { "item": "5572", "sentiment": "Strong Positive" }, { "item": "2468", "sentiment": "Strong Positive" }, { "item": "8194", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Strong Negative" }, { "item": "10052", "sentiment": "Strong Positive" }, { "item": "8968", "sentiment": "Weak Negative" }, { "item": "7673", "sentiment": "Strong Positive" } ], "user_id": "22243" }
{ "recommended": [ "7673", "8715", "10218", "9450", "10747", "374", "5951", "5132", "4904", "10393" ] }
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": [ "7483", "6488", "7948", "2767", "10629", "5951", "11526", "9294", "8418", "8340", "3557", "4213", "11684", "610", "2097", "5576", "10497", "2039", "4587", "5721", "6137", "3654", "2219", "2211", "10722", "9866", "4286", "8438", "6580", "7310", "10168", "8057", "11978", "4571", "12066", "7104", "8566", "11268", "169", "3409", "5174", "3930", "3708", "10104", "5284", "10030", "5516", "7966", "5115", "1426" ], "interaction": [ { "item": "4982", "sentiment": "Strong Positive" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "2029", "sentiment": "Weak Negative" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "8936", "sentiment": "Strong Positive" }, { "item": "7479", "sentiment": "Strong Positive" }, { "item": "7948", "sentiment": "Weak Negative" } ], "user_id": "22244" }
{ "recommended": [ "7948", "7483", "6488", "2767", "10629", "5951", "11526", "9294", "8418", "8340" ] }
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": [ "12061", "11924", "7849", "10477", "11750", "11816", "11622", "233", "9172", "1935", "696", "9593", "1179", "11528", "2949", "10786", "1838", "9439", "3876", "5659", "4396", "3961", "7571", "2809", "4239", "9316", "5060", "5776", "7030", "5533", "207", "8543", "1985", "11934", "3200", "918", "6646", "4481", "4675", "5152", "6387", "10434", "1903", "1520", "4711", "4483", "5129", "7293", "1435", "652" ], "interaction": [ { "item": "3567", "sentiment": "Strong Positive" }, { "item": "11606", "sentiment": "Neutral" }, { "item": "11443", "sentiment": "Strong Positive" }, { "item": "11537", "sentiment": "Strong Positive" }, { "item": "12061", "sentiment": "Strong Positive" } ], "user_id": "22245" }
{ "recommended": [ "12061", "11924", "7849", "10477", "11750", "11816", "11622", "233", "9172", "1935" ] }
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": [ "2773", "10444", "4924", "2712", "6841", "7047", "11226", "4712", "324", "1823", "325", "10526", "6739", "7787", "7801", "10497", "9381", "4763", "642", "3703", "2935", "1139", "1436", "5519", "6152", "2964", "9239", "360", "3535", "5091", "3862", "7144", "6930", "9745", "9317", "5193", "1471", "11466", "8759", "3058", "7904", "10719", "5410", "3114", "1774", "2818", "8629", "7108", "5819", "8279" ], "interaction": [ { "item": "6974", "sentiment": "Strong Positive" }, { "item": "5416", "sentiment": "Neutral" }, { "item": "4518", "sentiment": "Strong Positive" }, { "item": "5040", "sentiment": "Strong Positive" }, { "item": "7548", "sentiment": "Strong Negative" }, { "item": "2382", "sentiment": "Strong Positive" }, { "item": "2715", "sentiment": "Strong Positive" }, { "item": "6176", "sentiment": "Strong Positive" }, { "item": "10522", "sentiment": "Strong Positive" }, { "item": "2879", "sentiment": "Weak Negative" }, { "item": "4519", "sentiment": "Strong Positive" }, { "item": "6249", "sentiment": "Strong Positive" }, { "item": "8936", "sentiment": "Strong Positive" }, { "item": "2712", "sentiment": "Strong Positive" } ], "user_id": "22246" }
{ "recommended": [ "2712", "2773", "10444", "4924", "6841", "7047", "11226", "4712", "324", "1823" ] }
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": [ "9778", "7687", "6079", "10080", "6966", "2878", "3994", "10558", "7525", "2509", "357", "3452", "5353", "3294", "11983", "4462", "10033", "8507", "8196", "11970", "4277", "7878", "2184", "9212", "11269", "10001", "10720", "1420", "630", "3506", "11533", "5637", "11365", "5215", "356", "9150", "2238", "1105", "1460", "7537", "1813", "2506", "2380", "7197", "6653", "1842", "196", "9070", "3854", "11452" ], "interaction": [ { "item": "4773", "sentiment": "Strong Positive" }, { "item": "6375", "sentiment": "Strong Positive" }, { "item": "84", "sentiment": "Strong Positive" }, { "item": "1417", "sentiment": "Strong Positive" }, { "item": "6079", "sentiment": "Weak Positive" } ], "user_id": "22247" }
{ "recommended": [ "6079", "9778", "7687", "10080", "6966", "2878", "3994", "10558", "7525", "2509" ] }
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": [ "5601", "6708", "6603", "5054", "10383", "9569", "4710", "7676", "11413", "10370", "3983", "2567", "11575", "9051", "1542", "703", "11658", "5107", "7259", "7141", "12018", "7285", "5895", "10395", "1243", "11844", "11804", "12002", "641", "7368", "11854", "4218", "10682", "10990", "11320", "5090", "507", "8092", "4798", "5872", "3550", "12084", "9007", "556", "11301", "2970", "3908", "497", "698", "227" ], "interaction": [ { "item": "10845", "sentiment": "Strong Positive" }, { "item": "4102", "sentiment": "Strong Positive" }, { "item": "11580", "sentiment": "Strong Positive" }, { "item": "10957", "sentiment": "Strong Positive" }, { "item": "2883", "sentiment": "Strong Positive" }, { "item": "1353", "sentiment": "Strong Negative" }, { "item": "10885", "sentiment": "Neutral" }, { "item": "7930", "sentiment": "Strong Positive" }, { "item": "5001", "sentiment": "Strong Positive" }, { "item": "6228", "sentiment": "Strong Positive" }, { "item": "3222", "sentiment": "Strong Positive" }, { "item": "9883", "sentiment": "Strong Negative" }, { "item": "11373", "sentiment": "Strong Positive" }, { "item": "11417", "sentiment": "Strong Positive" }, { "item": "11648", "sentiment": "Strong Positive" }, { "item": "10956", "sentiment": "Strong Positive" }, { "item": "9409", "sentiment": "Strong Negative" }, { "item": "7876", "sentiment": "Strong Negative" }, { "item": "7883", "sentiment": "Neutral" }, { "item": "7141", "sentiment": "Neutral" } ], "user_id": "22248" }
{ "recommended": [ "7141", "5601", "6708", "6603", "5054", "10383", "9569", "4710", "7676", "11413" ] }
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": [ "4869", "10319", "5606", "3821", "11970", "10204", "11767", "3935", "7713", "7432", "7883", "3562", "7009", "799", "6922", "7126", "2876", "4779", "6243", "11023", "11529", "6514", "7981", "11583", "912", "6983", "12016", "2665", "9416", "10291", "5810", "5378", "7444", "11354", "2224", "7128", "11044", "3800", "4719", "4947", "3646", "11958", "10047", "2528", "7659", "8937", "6762", "4181", "11259", "5735" ], "interaction": [ { "item": "10559", "sentiment": "Strong Positive" }, { "item": "917", "sentiment": "Weak Negative" }, { "item": "10698", "sentiment": "Weak Negative" }, { "item": "11499", "sentiment": "Weak Negative" }, { "item": "11880", "sentiment": "Strong Positive" }, { "item": "3464", "sentiment": "Strong Positive" }, { "item": "12016", "sentiment": "Strong Positive" } ], "user_id": "22249" }
{ "recommended": [ "12016", "4869", "10319", "5606", "3821", "11970", "10204", "11767", "3935", "7713" ] }
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": [ "5662", "10162", "11703", "5580", "11352", "9281", "6365", "722", "8759", "4142", "7104", "10787", "3183", "5328", "10817", "9225", "11595", "9072", "8428", "1118", "8700", "5859", "12033", "8811", "7809", "11268", "173", "10917", "6111", "5848", "9827", "7150", "8589", "8453", "11728", "7644", "720", "6808", "3552", "5359", "6178", "10774", "4539", "6324", "3649", "3356", "6211", "666", "7316", "737" ], "interaction": [ { "item": "7757", "sentiment": "Strong Positive" }, { "item": "8712", "sentiment": "Strong Positive" }, { "item": "11451", "sentiment": "Strong Positive" }, { "item": "8110", "sentiment": "Weak Negative" }, { "item": "3903", "sentiment": "Strong Positive" }, { "item": "5662", "sentiment": "Strong Negative" } ], "user_id": "22250" }
{ "recommended": [ "5662", "10162", "11703", "5580", "11352", "9281", "6365", "722", "8759", "4142" ] }
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": [ "7895", "2809", "4227", "11226", "194", "9196", "5221", "4192", "697", "5040", "11334", "3747", "6269", "11558", "8371", "5008", "7439", "8900", "793", "5140", "4169", "4562", "12028", "11144", "3051", "2806", "5739", "5209", "2502", "9891", "2183", "2842", "9480", "3777", "4240", "5430", "2514", "6497", "10051", "3146", "10052", "14", "5442", "11691", "11544", "1139", "3567", "2865", "5647", "9500" ], "interaction": [ { "item": "1423", "sentiment": "Strong Positive" }, { "item": "200", "sentiment": "Strong Positive" }, { "item": "1154", "sentiment": "Strong Positive" }, { "item": "6143", "sentiment": "Strong Positive" }, { "item": "7895", "sentiment": "Strong Positive" } ], "user_id": "22251" }
{ "recommended": [ "7895", "2809", "4227", "11226", "194", "9196", "5221", "4192", "697", "5040" ] }
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": [ "11980", "12005", "12034", "1235", "9051", "7470", "11215", "7930", "3848", "10100", "6832", "7454", "11957", "6324", "11590", "8598", "8150", "6137", "4735", "6328", "10743", "8134", "6497", "1100", "6962", "6789", "3903", "1645", "9423", "4075", "4458", "9052", "10101", "9925", "10546", "10433", "11001", "3244", "2433", "11790", "3348", "3726", "684", "4069", "5269", "6675", "1789", "9617", "9913", "780" ], "interaction": [ { "item": "7912", "sentiment": "Strong Negative" }, { "item": "9288", "sentiment": "Strong Negative" }, { "item": "5093", "sentiment": "Strong Positive" }, { "item": "6389", "sentiment": "Weak Positive" }, { "item": "11301", "sentiment": "Strong Positive" }, { "item": "11748", "sentiment": "Weak Positive" }, { "item": "11912", "sentiment": "Neutral" }, { "item": "12005", "sentiment": "Strong Negative" } ], "user_id": "22252" }
{ "recommended": [ "12005", "11980", "12034", "1235", "9051", "7470", "11215", "7930", "3848", "10100" ] }
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": [ "11374", "5844", "10383", "8856", "10555", "10120", "8215", "567", "4051", "8517", "9325", "10884", "5823", "5346", "2852", "3254", "7063", "3071", "7797", "3467", "5724", "1904", "4948", "1146", "2841", "478", "257", "7239", "7698", "10489", "12028", "9802", "484", "6537", "6835", "8195", "8905", "1238", "5014", "3159", "4953", "1022", "9124", "4104", "5436", "1179", "524", "9075", "3658", "2561" ], "interaction": [ { "item": "9589", "sentiment": "Weak Negative" }, { "item": "9460", "sentiment": "Neutral" }, { "item": "3712", "sentiment": "Neutral" }, { "item": "917", "sentiment": "Neutral" }, { "item": "8727", "sentiment": "Strong Positive" }, { "item": "10706", "sentiment": "Strong Positive" }, { "item": "10810", "sentiment": "Neutral" }, { "item": "3704", "sentiment": "Strong Negative" }, { "item": "10692", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Neutral" }, { "item": "1135", "sentiment": "Neutral" }, { "item": "10164", "sentiment": "Weak Negative" }, { "item": "10811", "sentiment": "Neutral" }, { "item": "10844", "sentiment": "Neutral" }, { "item": "10711", "sentiment": "Strong Positive" }, { "item": "10732", "sentiment": "Strong Negative" }, { "item": "8300", "sentiment": "Strong Positive" }, { "item": "10899", "sentiment": "Strong Positive" }, { "item": "11373", "sentiment": "Strong Positive" }, { "item": "11374", "sentiment": "Strong Positive" } ], "user_id": "22253" }
{ "recommended": [ "11374", "5844", "10383", "8856", "10555", "10120", "8215", "567", "4051", "8517" ] }
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": [ "3650", "8565", "461", "5133", "1955", "114", "8067", "7752", "1042", "567", "404", "8139", "2522", "2126", "8855", "3843", "9400", "5390", "6914", "9904", "855", "935", "8082", "7658", "3704", "11878", "6326", "7913", "322", "11442", "6535", "12045", "8057", "3504", "10081", "6803", "2042", "8233", "5158", "3699", "5912", "1313", "10318", "5441", "9938", "5863", "10871", "3987", "9947", "1857" ], "interaction": [ { "item": "6433", "sentiment": "Strong Positive" }, { "item": "9459", "sentiment": "Strong Positive" }, { "item": "6374", "sentiment": "Strong Positive" }, { "item": "4592", "sentiment": "Neutral" }, { "item": "11878", "sentiment": "Neutral" } ], "user_id": "22254" }
{ "recommended": [ "11878", "3650", "8565", "461", "5133", "1955", "114", "8067", "7752", "1042" ] }
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": [ "4465", "5328", "4733", "5493", "2707", "4175", "5517", "5774", "2628", "2684", "10916", "3081", "10479", "6880", "9784", "2167", "2960", "652", "83", "96", "5284", "4424", "2964", "7449", "11004", "1943", "4362", "3543", "7834", "3369", "7583", "3439", "10560", "10481", "1027", "5057", "10844", "1856", "1588", "9608", "2581", "8810", "562", "11706", "1401", "1659", "522", "899", "842", "672" ], "interaction": [ { "item": "6435", "sentiment": "Strong Positive" }, { "item": "4288", "sentiment": "Strong Positive" }, { "item": "7861", "sentiment": "Strong Positive" }, { "item": "4617", "sentiment": "Strong Positive" }, { "item": "5332", "sentiment": "Strong Positive" }, { "item": "10916", "sentiment": "Strong Positive" } ], "user_id": "22255" }
{ "recommended": [ "10916", "4465", "5328", "4733", "5493", "2707", "4175", "5517", "5774", "2628" ] }
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": [ "11783", "11284", "7225", "2824", "11994", "4164", "2446", "4524", "8565", "4735", "1675", "686", "5399", "5349", "7870", "5529", "2593", "10386", "9165", "4693", "6018", "2429", "7801", "5278", "8499", "4327", "9158", "6477", "6531", "11023", "5019", "10326", "1069", "8997", "3761", "5193", "11280", "10534", "1496", "7178", "5858", "5985", "11639", "2380", "7092", "2522", "1005", "868", "2698", "5589" ], "interaction": [ { "item": "2902", "sentiment": "Strong Positive" }, { "item": "2114", "sentiment": "Strong Positive" }, { "item": "3560", "sentiment": "Strong Positive" }, { "item": "681", "sentiment": "Weak Negative" }, { "item": "7675", "sentiment": "Strong Positive" }, { "item": "10693", "sentiment": "Strong Positive" }, { "item": "11363", "sentiment": "Strong Negative" }, { "item": "11783", "sentiment": "Strong Positive" } ], "user_id": "22256" }
{ "recommended": [ "11783", "11284", "7225", "2824", "11994", "4164", "2446", "4524", "8565", "4735" ] }
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": [ "1577", "5180", "2473", "5078", "10705", "8210", "3734", "3591", "4737", "5479", "10950", "2242", "9211", "3756", "11276", "10689", "8365", "6645", "6641", "3451", "625", "5713", "10849", "7311", "9601", "7258", "9398", "4068", "5725", "578", "6354", "3672", "2730", "9684", "7501", "3219", "2948", "4831", "2089", "1105", "5024", "7908", "9133", "4671", "5079", "8281", "378", "8053", "2042", "815" ], "interaction": [ { "item": "2514", "sentiment": "Strong Positive" }, { "item": "731", "sentiment": "Strong Positive" }, { "item": "2585", "sentiment": "Strong Positive" }, { "item": "2588", "sentiment": "Neutral" }, { "item": "6706", "sentiment": "Strong Positive" }, { "item": "2362", "sentiment": "Neutral" } ], "user_id": "22257" }
{ "recommended": [ "1577", "5180", "2473", "5078", "10705", "8210", "3734", "3591", "4737", "5479" ] }
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": [ "11609", "11675", "1912", "7847", "5490", "8946", "2824", "4209", "3047", "7066", "11023", "6401", "11406", "1763", "8278", "746", "10103", "9662", "5108", "10706", "2931", "3214", "4879", "9048", "151", "1507", "6385", "9530", "1603", "10614", "3814", "3112", "4593", "9823", "11801", "8611", "5073", "3807", "10321", "8977", "6091", "10287", "8885", "1684", "4197", "2425", "1765", "2810", "11498", "422" ], "interaction": [ { "item": "985", "sentiment": "Strong Positive" }, { "item": "4354", "sentiment": "Strong Positive" }, { "item": "5601", "sentiment": "Strong Positive" }, { "item": "9773", "sentiment": "Weak Negative" }, { "item": "7793", "sentiment": "Weak Negative" } ], "user_id": "22258" }
{ "recommended": [ "11609", "11675", "1912", "7847", "5490", "8946", "2824", "4209", "3047", "7066" ] }
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": [ "2770", "3849", "216", "3549", "6847", "722", "6732", "4984", "5822", "9262", "10531", "5569", "2541", "7001", "112", "4904", "6415", "3952", "7852", "10795", "2144", "3864", "10976", "1686", "2251", "4548", "6625", "6011", "7629", "9083", "9383", "1737", "8043", "3569", "983", "4539", "4269", "10309", "1400", "154", "9215", "2948", "8693", "6198", "4768", "1464", "4845", "9517", "7808", "2796" ], "interaction": [ { "item": "7389", "sentiment": "Strong Positive" }, { "item": "7144", "sentiment": "Strong Positive" }, { "item": "8015", "sentiment": "Strong Positive" }, { "item": "215", "sentiment": "Strong Positive" }, { "item": "216", "sentiment": "Strong Positive" } ], "user_id": "22259" }
{ "recommended": [ "216", "2770", "3849", "3549", "6847", "722", "6732", "4984", "5822", "9262" ] }
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": [ "10732", "8979", "5151", "3921", "8147", "2662", "1138", "10117", "7134", "7498", "4683", "1799", "9967", "6346", "6164", "3712", "7447", "10550", "10697", "9078", "342", "8908", "5658", "3555", "4435", "4057", "5466", "9303", "4770", "4004", "8280", "206", "1986", "7192", "7107", "2671", "7354", "6265", "1610", "2588", "1063", "1568", "4086", "556", "11497", "3314", "6974", "4725", "7797", "1554" ], "interaction": [ { "item": "5536", "sentiment": "Strong Positive" }, { "item": "5967", "sentiment": "Strong Positive" }, { "item": "9458", "sentiment": "Strong Positive" }, { "item": "2112", "sentiment": "Strong Negative" }, { "item": "9978", "sentiment": "Strong Positive" }, { "item": "5151", "sentiment": "Strong Positive" } ], "user_id": "22260" }
{ "recommended": [ "5151", "10732", "8979", "3921", "8147", "2662", "1138", "10117", "7134", "7498" ] }
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": [ "8969", "6811", "8583", "4045", "8136", "11439", "5200", "2577", "7690", "5794", "4719", "4858", "5289", "8356", "414", "7241", "4921", "2321", "9155", "624", "457", "8475", "1686", "3639", "7259", "5099", "4612", "5821", "6701", "2153", "6938", "1328", "4806", "4310", "7955", "4787", "3361", "10204", "5286", "1383", "11707", "11576", "9943", "320", "6794", "7150", "10914", "9050", "5932", "138" ], "interaction": [ { "item": "1976", "sentiment": "Neutral" }, { "item": "3603", "sentiment": "Weak Positive" }, { "item": "3859", "sentiment": "Strong Positive" }, { "item": "2123", "sentiment": "Strong Positive" }, { "item": "2089", "sentiment": "Strong Positive" } ], "user_id": "22261" }
{ "recommended": [ "8969", "6811", "8583", "4045", "8136", "11439", "5200", "2577", "7690", "5794" ] }
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": [ "5209", "4871", "3486", "2338", "3629", "9049", "3914", "4409", "9172", "4227", "7653", "5053", "10307", "3398", "10343", "5796", "780", "7007", "8973", "10887", "584", "5453", "1325", "4890", "5504", "7591", "4198", "6320", "843", "9074", "6989", "11628", "5916", "9093", "705", "9587", "10716", "5593", "9730", "9361", "8273", "11043", "1022", "5973", "5887", "8090", "8782", "3627", "5988", "9975" ], "interaction": [ { "item": "8802", "sentiment": "Strong Positive" }, { "item": "1461", "sentiment": "Strong Positive" }, { "item": "3361", "sentiment": "Strong Positive" }, { "item": "4544", "sentiment": "Strong Positive" }, { "item": "4810", "sentiment": "Strong Negative" }, { "item": "5209", "sentiment": "Strong Positive" } ], "user_id": "22262" }
{ "recommended": [ "5209", "4871", "3486", "2338", "3629", "9049", "3914", "4409", "9172", "4227" ] }
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": [ "6750", "10805", "6841", "11216", "7654", "7057", "7224", "5378", "10667", "9366", "7725", "4217", "5643", "8517", "8970", "9907", "7985", "9802", "6264", "7694", "4060", "4766", "3839", "4588", "946", "7308", "8159", "1838", "4101", "7128", "3653", "8208", "5962", "1071", "9880", "760", "3575", "11134", "2074", "10326", "1534", "10087", "11685", "1651", "4133", "11927", "1570", "4128", "5123", "506" ], "interaction": [ { "item": "6154", "sentiment": "Neutral" }, { "item": "242", "sentiment": "Strong Positive" }, { "item": "5121", "sentiment": "Strong Positive" }, { "item": "7351", "sentiment": "Strong Negative" }, { "item": "9883", "sentiment": "Strong Positive" }, { "item": "4832", "sentiment": "Neutral" } ], "user_id": "22263" }
{ "recommended": [ "6750", "10805", "6841", "11216", "7654", "7057", "7224", "5378", "10667", "9366" ] }
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": [ "7431", "10020", "7170", "7216", "4406", "2872", "8990", "11981", "2953", "3494", "9065", "10996", "9419", "5131", "185", "7357", "6791", "11700", "1596", "4087", "9830", "10111", "33", "3321", "11426", "11898", "7830", "5171", "3122", "6207", "2309", "9455", "11948", "10806", "10017", "526", "7367", "4491", "2032", "11569", "6122", "9973", "9361", "2788", "6669", "6982", "10990", "8148", "10400", "5445" ], "interaction": [ { "item": "8931", "sentiment": "Weak Negative" }, { "item": "609", "sentiment": "Strong Positive" }, { "item": "3394", "sentiment": "Strong Positive" }, { "item": "10685", "sentiment": "Weak Negative" }, { "item": "10996", "sentiment": "Strong Positive" } ], "user_id": "22264" }
{ "recommended": [ "10996", "7431", "10020", "7170", "7216", "4406", "2872", "8990", "11981", "2953" ] }
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": [ "6489", "6727", "2628", "7122", "2162", "8968", "4858", "4254", "11447", "2524", "6372", "8028", "6032", "5641", "7477", "3228", "7465", "9346", "4042", "1526", "10327", "10148", "372", "1601", "5562", "2221", "868", "9754", "9", "4039", "283", "5349", "4318", "3847", "6046", "182", "9449", "7077", "88", "4844", "3586", "1495", "2515", "893", "10296", "1091", "6155", "10195", "5371", "1637" ], "interaction": [ { "item": "735", "sentiment": "Strong Positive" }, { "item": "1234", "sentiment": "Strong Positive" }, { "item": "1838", "sentiment": "Strong Positive" }, { "item": "1837", "sentiment": "Neutral" }, { "item": "2162", "sentiment": "Weak Negative" } ], "user_id": "22265" }
{ "recommended": [ "2162", "6489", "6727", "2628", "7122", "8968", "4858", "4254", "11447", "2524" ] }
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": [ "6786", "2734", "1906", "7355", "11202", "8042", "2707", "6385", "3465", "9131", "10650", "1680", "12001", "1365", "7669", "4376", "4899", "10354", "5316", "933", "4763", "348", "4775", "2388", "9262", "10162", "6551", "6633", "5624", "3379", "7384", "11621", "8394", "155", "11706", "1820", "1023", "3761", "5919", "3896", "9024", "2327", "6554", "1253", "7904", "648", "2284", "1934", "1552", "2714" ], "interaction": [ { "item": "5950", "sentiment": "Strong Positive" }, { "item": "9326", "sentiment": "Strong Positive" }, { "item": "10488", "sentiment": "Strong Positive" }, { "item": "10648", "sentiment": "Strong Positive" }, { "item": "10650", "sentiment": "Strong Positive" } ], "user_id": "22266" }
{ "recommended": [ "10650", "6786", "2734", "1906", "7355", "11202", "8042", "2707", "6385", "3465" ] }
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": [ "8268", "6723", "7973", "8356", "5261", "4876", "1987", "130", "1282", "9023", "11572", "3917", "10373", "3825", "3335", "1484", "10139", "1785", "8636", "9142", "2163", "7788", "6848", "7366", "11682", "9245", "3756", "4444", "7039", "3527", "10631", "2869", "5420", "6974", "3008", "5673", "2491", "6102", "2101", "8135", "2133", "2741", "5916", "9704", "5228", "3640", "4720", "5471", "10733", "4829" ], "interaction": [ { "item": "5021", "sentiment": "Strong Positive" }, { "item": "8082", "sentiment": "Strong Positive" }, { "item": "8083", "sentiment": "Strong Positive" }, { "item": "8267", "sentiment": "Strong Positive" }, { "item": "8268", "sentiment": "Strong Positive" } ], "user_id": "22267" }
{ "recommended": [ "8268", "6723", "7973", "8356", "5261", "4876", "1987", "130", "1282", "9023" ] }
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": [ "6398", "4075", "5003", "9408", "164", "11811", "4526", "9399", "11222", "5891", "1698", "2740", "5589", "8823", "8783", "2261", "11475", "7587", "5967", "1407", "1297", "6213", "893", "2878", "427", "1284", "10186", "6855", "7061", "9328", "1028", "1251", "7299", "4926", "6745", "6667", "1986", "5076", "3569", "10035", "2106", "7468", "5707", "4903", "4494", "2600", "9284", "9573", "4050", "110" ], "interaction": [ { "item": "241", "sentiment": "Neutral" }, { "item": "6044", "sentiment": "Strong Positive" }, { "item": "5239", "sentiment": "Neutral" }, { "item": "9104", "sentiment": "Strong Positive" }, { "item": "2878", "sentiment": "Weak Negative" } ], "user_id": "22268" }
{ "recommended": [ "2878", "6398", "4075", "5003", "9408", "164", "11811", "4526", "9399", "11222" ] }
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": [ "1342", "9885", "3294", "381", "553", "9978", "1498", "2054", "9947", "429", "5948", "6149", "8396", "2178", "3442", "1376", "4484", "1990", "5176", "3000", "69", "7725", "2527", "9583", "11049", "11331", "10719", "11526", "5135", "5716", "1375", "11136", "11465", "11906", "1350", "1083", "4613", "4311", "11458", "10669", "6641", "3674", "6808", "1265", "9430", "6128", "10759", "9274", "5815", "3278" ], "interaction": [ { "item": "9469", "sentiment": "Strong Positive" }, { "item": "2364", "sentiment": "Strong Positive" }, { "item": "3300", "sentiment": "Strong Positive" }, { "item": "6792", "sentiment": "Strong Positive" }, { "item": "1342", "sentiment": "Strong Positive" } ], "user_id": "22269" }
{ "recommended": [ "1342", "9885", "3294", "381", "553", "9978", "1498", "2054", "9947", "429" ] }
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": [ "7977", "9840", "3479", "10134", "10922", "9999", "10602", "4521", "11381", "2309", "3747", "3387", "7333", "7757", "9256", "5979", "1916", "3265", "4672", "5025", "8670", "5618", "10451", "8808", "4661", "11368", "7981", "6133", "8975", "10357", "11374", "2672", "8866", "4765", "7642", "9587", "5135", "9595", "2617", "2953", "4216", "2934", "9319", "876", "9754", "6473", "4574", "4716", "12079", "7241" ], "interaction": [ { "item": "5180", "sentiment": "Strong Negative" }, { "item": "8958", "sentiment": "Weak Positive" }, { "item": "8973", "sentiment": "Strong Positive" }, { "item": "7849", "sentiment": "Strong Positive" }, { "item": "7977", "sentiment": "Strong Positive" } ], "user_id": "22270" }
{ "recommended": [ "7977", "9840", "3479", "10134", "10922", "9999", "10602", "4521", "11381", "2309" ] }
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": [ "983", "2149", "1500", "5975", "7800", "1265", "8479", "1141", "5571", "402", "3659", "3364", "10318", "4455", "5324", "3018", "8656", "7315", "1989", "6869", "6762", "1300", "11906", "6500", "3396", "2813", "1912", "6333", "1137", "9686", "2273", "3294", "8665", "9404", "3050", "10408", "7963", "11357", "405", "9833", "6771", "2092", "6058", "4239", "7347", "8155", "6989", "3968", "8138", "11683" ], "interaction": [ { "item": "7753", "sentiment": "Strong Positive" }, { "item": "11034", "sentiment": "Strong Positive" }, { "item": "5056", "sentiment": "Strong Positive" }, { "item": "7681", "sentiment": "Strong Positive" }, { "item": "1174", "sentiment": "Strong Positive" }, { "item": "4521", "sentiment": "Strong Positive" }, { "item": "7817", "sentiment": "Strong Positive" }, { "item": "8004", "sentiment": "Strong Positive" } ], "user_id": "22271" }
{ "recommended": [ "983", "2149", "1500", "5975", "7800", "1265", "8479", "1141", "5571", "402" ] }
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": [ "6284", "8415", "4205", "9731", "8807", "10955", "7356", "10139", "5852", "8565", "7397", "4954", "7002", "10339", "5662", "1726", "973", "5226", "6579", "2857", "4118", "7459", "7369", "11970", "7409", "8031", "893", "4931", "7426", "11267", "8621", "5958", "1955", "10132", "8332", "6498", "1095", "6544", "6076", "11697", "8363", "4839", "9022", "4170", "6376", "5814", "5033", "8896", "8831", "1238" ], "interaction": [ { "item": "4332", "sentiment": "Strong Positive" }, { "item": "5488", "sentiment": "Strong Positive" }, { "item": "2753", "sentiment": "Strong Positive" }, { "item": "370", "sentiment": "Neutral" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "11136", "sentiment": "Neutral" } ], "user_id": "22272" }
{ "recommended": [ "6284", "8415", "4205", "9731", "8807", "10955", "7356", "10139", "5852", "8565" ] }
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": [ "265", "7143", "10246", "1005", "6141", "4512", "10032", "4544", "934", "10206", "2854", "6742", "11652", "7595", "9732", "6077", "9029", "8428", "10990", "938", "319", "6251", "11055", "3251", "3659", "7113", "7649", "3964", "5749", "4754", "293", "142", "7783", "8005", "11053", "7558", "10671", "6212", "11385", "9719", "9291", "7438", "9468", "2580", "7738", "900", "127", "9035", "6894", "743" ], "interaction": [ { "item": "5060", "sentiment": "Neutral" }, { "item": "2244", "sentiment": "Strong Negative" }, { "item": "2646", "sentiment": "Strong Negative" }, { "item": "2228", "sentiment": "Strong Positive" }, { "item": "10261", "sentiment": "Strong Positive" } ], "user_id": "22273" }
{ "recommended": [ "265", "7143", "10246", "1005", "6141", "4512", "10032", "4544", "934", "10206" ] }
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": [ "6462", "6485", "5197", "6489", "9405", "4817", "11017", "2060", "8145", "7213", "4149", "1008", "7274", "8192", "11582", "2248", "9430", "5447", "9628", "6710", "1536", "11141", "7730", "6662", "3258", "4573", "10878", "9489", "389", "4303", "4354", "7162", "4732", "1741", "9158", "769", "6739", "4464", "8512", "8477", "10772", "9126", "494", "3929", "6695", "10641", "12092", "6730", "9981", "6539" ], "interaction": [ { "item": "6246", "sentiment": "Strong Positive" }, { "item": "6363", "sentiment": "Strong Negative" }, { "item": "7729", "sentiment": "Strong Positive" }, { "item": "6472", "sentiment": "Strong Positive" }, { "item": "6489", "sentiment": "Strong Positive" } ], "user_id": "22274" }
{ "recommended": [ "6489", "6462", "6485", "5197", "9405", "4817", "11017", "2060", "8145", "7213" ] }
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": [ "3999", "1649", "10897", "9755", "4214", "707", "11780", "9589", "200", "5499", "9495", "1922", "599", "6227", "1952", "2495", "6966", "7424", "2891", "1949", "651", "1021", "5173", "7478", "9683", "1340", "3870", "7485", "6639", "11225", "10118", "1454", "7009", "2708", "3635", "3906", "8326", "2485", "1432", "3362", "5225", "1557", "10979", "9556", "106", "3270", "2697", "8138", "7749", "10951" ], "interaction": [ { "item": "3348", "sentiment": "Strong Positive" }, { "item": "9590", "sentiment": "Neutral" }, { "item": "9594", "sentiment": "Strong Positive" }, { "item": "2666", "sentiment": "Strong Positive" }, { "item": "11984", "sentiment": "Neutral" } ], "user_id": "22275" }
{ "recommended": [ "3999", "1649", "10897", "9755", "4214", "707", "11780", "9589", "200", "5499" ] }
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": [ "6198", "7900", "40", "2003", "3848", "2932", "11805", "2767", "477", "83", "9915", "2247", "5231", "6162", "5394", "2324", "3992", "11589", "4609", "6708", "9391", "7620", "4145", "9728", "6875", "828", "70", "2256", "4861", "3689", "2851", "4302", "961", "1551", "11370", "7033", "655", "10696", "10815", "4831", "5222", "2955", "2490", "10988", "124", "7058", "4445", "8064", "9225", "4623" ], "interaction": [ { "item": "6932", "sentiment": "Strong Positive" }, { "item": "7102", "sentiment": "Strong Negative" }, { "item": "114", "sentiment": "Neutral" }, { "item": "209", "sentiment": "Strong Positive" }, { "item": "688", "sentiment": "Strong Positive" }, { "item": "1162", "sentiment": "Strong Positive" }, { "item": "1168", "sentiment": "Strong Positive" }, { "item": "1204", "sentiment": "Strong Negative" }, { "item": "3001", "sentiment": "Strong Positive" }, { "item": "3848", "sentiment": "Strong Positive" } ], "user_id": "22276" }
{ "recommended": [ "3848", "6198", "7900", "40", "2003", "2932", "11805", "2767", "477", "83" ] }
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": [ "2114", "6192", "6425", "3746", "5114", "10920", "3000", "8793", "5306", "8229", "7282", "2321", "3734", "8122", "9234", "8667", "5731", "5692", "1828", "5241", "6075", "3574", "1335", "3715", "11856", "8852", "5988", "1952", "1350", "9111", "2381", "64", "9213", "5729", "7024", "1613", "11834", "8031", "1929", "11190", "9291", "4670", "10206", "7887", "7227", "5611", "6599", "7347", "1060", "3224" ], "interaction": [ { "item": "241", "sentiment": "Strong Positive" }, { "item": "7646", "sentiment": "Strong Positive" }, { "item": "242", "sentiment": "Weak Positive" }, { "item": "6619", "sentiment": "Weak Negative" }, { "item": "7650", "sentiment": "Strong Positive" }, { "item": "3321", "sentiment": "Strong Positive" }, { "item": "6726", "sentiment": "Strong Positive" }, { "item": "7227", "sentiment": "Strong Negative" } ], "user_id": "22277" }
{ "recommended": [ "7227", "2114", "6192", "6425", "3746", "5114", "10920", "3000", "8793", "5306" ] }
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": [ "3549", "7281", "11388", "7599", "11041", "6841", "5600", "5049", "8167", "5787", "2217", "6182", "3603", "10145", "2687", "10320", "528", "9395", "8435", "3698", "8415", "9401", "8266", "8477", "9823", "5857", "2781", "3465", "3944", "1785", "4517", "10737", "9332", "6831", "987", "2906", "70", "698", "9085", "11243", "10034", "1045", "1494", "10175", "4238", "6289", "4795", "5356", "2739", "1283" ], "interaction": [ { "item": "401", "sentiment": "Neutral" }, { "item": "407", "sentiment": "Strong Positive" }, { "item": "765", "sentiment": "Strong Positive" }, { "item": "951", "sentiment": "Strong Positive" }, { "item": "3183", "sentiment": "Strong Positive" }, { "item": "5774", "sentiment": "Strong Positive" }, { "item": "5937", "sentiment": "Strong Positive" }, { "item": "6727", "sentiment": "Strong Positive" }, { "item": "7599", "sentiment": "Strong Negative" } ], "user_id": "22278" }
{ "recommended": [ "7599", "3549", "7281", "11388", "11041", "6841", "5600", "5049", "8167", "5787" ] }
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": [ "8479", "1802", "4465", "6283", "8233", "9609", "11281", "8000", "2701", "3523", "1589", "9061", "2472", "2421", "7184", "2423", "8492", "8688", "1797", "10003", "7911", "3506", "2261", "7013", "10066", "6897", "2214", "10528", "2144", "7340", "5177", "3195", "7438", "4468", "10324", "2847", "6581", "2711", "11603", "7282", "9950", "11778", "7866", "5123", "456", "4684", "1837", "1927", "9137", "6494" ], "interaction": [ { "item": "5616", "sentiment": "Strong Positive" }, { "item": "7796", "sentiment": "Strong Positive" }, { "item": "7797", "sentiment": "Strong Positive" }, { "item": "7820", "sentiment": "Neutral" }, { "item": "10326", "sentiment": "Strong Positive" }, { "item": "10799", "sentiment": "Strong Positive" }, { "item": "10985", "sentiment": "Strong Positive" }, { "item": "1802", "sentiment": "Strong Positive" } ], "user_id": "22279" }
{ "recommended": [ "1802", "8479", "4465", "6283", "8233", "9609", "11281", "8000", "2701", "3523" ] }
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": [ "438", "1380", "6046", "812", "5031", "9191", "1441", "7532", "267", "1943", "3003", "1601", "4227", "8271", "3342", "3950", "5316", "6989", "4438", "7526", "6597", "11884", "6547", "2448", "2719", "3780", "5317", "6189", "6664", "1596", "11108", "9248", "7085", "8436", "1068", "5247", "9899", "9683", "2300", "5887", "1303", "2918", "11379", "9823", "277", "6306", "11151", "4675", "10657", "6130" ], "interaction": [ { "item": "4647", "sentiment": "Strong Negative" }, { "item": "6773", "sentiment": "Neutral" }, { "item": "6866", "sentiment": "Neutral" }, { "item": "6379", "sentiment": "Strong Positive" }, { "item": "1303", "sentiment": "Strong Positive" } ], "user_id": "22280" }
{ "recommended": [ "1303", "438", "1380", "6046", "812", "5031", "9191", "1441", "7532", "267" ] }
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": [ "11850", "11284", "9713", "6677", "9259", "9252", "11058", "8808", "9830", "3864", "1622", "2593", "5803", "10261", "1178", "6971", "2877", "5066", "8327", "8147", "6486", "6191", "8906", "3171", "8850", "5930", "5858", "7654", "8582", "6108", "2322", "9623", "8185", "8654", "213", "8208", "7610", "6991", "2214", "5812", "7913", "4234", "4086", "2690", "1278", "3105", "7601", "1015", "6496", "8217" ], "interaction": [ { "item": "8559", "sentiment": "Strong Positive" }, { "item": "9594", "sentiment": "Strong Positive" }, { "item": "8727", "sentiment": "Strong Negative" }, { "item": "9456", "sentiment": "Strong Positive" }, { "item": "8556", "sentiment": "Neutral" }, { "item": "10302", "sentiment": "Neutral" }, { "item": "10384", "sentiment": "Strong Negative" }, { "item": "10385", "sentiment": "Strong Negative" }, { "item": "3701", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Neutral" }, { "item": "10692", "sentiment": "Neutral" }, { "item": "10538", "sentiment": "Neutral" }, { "item": "10571", "sentiment": "Neutral" }, { "item": "10572", "sentiment": "Neutral" }, { "item": "10374", "sentiment": "Strong Positive" }, { "item": "10897", "sentiment": "Strong Positive" }, { "item": "11403", "sentiment": "Strong Positive" }, { "item": "11714", "sentiment": "Neutral" }, { "item": "11773", "sentiment": "Strong Positive" }, { "item": "11850", "sentiment": "Strong Negative" } ], "user_id": "22281" }
{ "recommended": [ "11850", "11284", "9713", "6677", "9259", "9252", "11058", "8808", "9830", "3864" ] }
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": [ "4061", "7896", "6401", "7", "5661", "2081", "6038", "9213", "3957", "7861", "6832", "9467", "997", "812", "4691", "6106", "10794", "8870", "7746", "4533", "1457", "7209", "3948", "4507", "3213", "5009", "7143", "9529", "2462", "7638", "11848", "341", "6312", "185", "3799", "1964", "2942", "1037", "11276", "9946", "2131", "2512", "1940", "1461", "6693", "3940", "6607", "5464", "10514", "1914" ], "interaction": [ { "item": "223", "sentiment": "Neutral" }, { "item": "2525", "sentiment": "Strong Positive" }, { "item": "3324", "sentiment": "Weak Positive" }, { "item": "3436", "sentiment": "Weak Positive" }, { "item": "3668", "sentiment": "Strong Positive" }, { "item": "6301", "sentiment": "Strong Positive" }, { "item": "1770", "sentiment": "Strong Positive" } ], "user_id": "22282" }
{ "recommended": [ "4061", "7896", "6401", "7", "5661", "2081", "6038", "9213", "3957", "7861" ] }
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": [ "3201", "11622", "6", "6419", "1082", "215", "5882", "7026", "10868", "9479", "8360", "7749", "2205", "7863", "1094", "6185", "1177", "11610", "5737", "884", "4615", "8894", "4683", "6231", "5556", "3068", "66", "3831", "552", "4174", "4772", "8139", "5166", "437", "915", "4654", "11499", "4225", "7784", "5200", "150", "10221", "10917", "3381", "8553", "2057", "7739", "568", "7076", "1881" ], "interaction": [ { "item": "4037", "sentiment": "Strong Positive" }, { "item": "1765", "sentiment": "Strong Negative" }, { "item": "1065", "sentiment": "Strong Positive" }, { "item": "4609", "sentiment": "Strong Positive" }, { "item": "6516", "sentiment": "Strong Positive" } ], "user_id": "22283" }
{ "recommended": [ "3201", "11622", "6", "6419", "1082", "215", "5882", "7026", "10868", "9479" ] }
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": [ "9933", "4502", "2770", "6559", "1800", "9530", "9196", "7025", "10745", "8574", "241", "2969", "3522", "8972", "8076", "6585", "6435", "8431", "747", "11296", "3846", "8418", "11764", "8016", "9865", "12000", "7155", "9443", "8104", "8534", "5747", "7525", "1393", "4471", "7664", "6497", "7453", "7061", "5298", "10766", "3698", "2978", "6650", "8528", "5250", "2545", "6955", "9567", "6750", "8990" ], "interaction": [ { "item": "3520", "sentiment": "Strong Negative" }, { "item": "5309", "sentiment": "Weak Positive" }, { "item": "3700", "sentiment": "Strong Positive" }, { "item": "5059", "sentiment": "Strong Positive" }, { "item": "4036", "sentiment": "Strong Positive" } ], "user_id": "22284" }
{ "recommended": [ "9933", "4502", "2770", "6559", "1800", "9530", "9196", "7025", "10745", "8574" ] }
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": [ "1899", "6311", "11422", "6500", "7684", "2666", "10807", "10344", "6707", "9027", "7412", "1605", "3904", "10374", "7757", "4824", "2859", "6101", "10058", "7548", "8406", "8280", "8324", "6322", "4397", "9668", "6427", "2600", "5107", "6350", "11627", "1270", "6625", "56", "9966", "3980", "4927", "4905", "233", "4797", "6649", "5651", "1564", "1097", "5837", "4261", "4653", "3279", "11426", "8578" ], "interaction": [ { "item": "7976", "sentiment": "Weak Positive" }, { "item": "1801", "sentiment": "Strong Positive" }, { "item": "6753", "sentiment": "Strong Positive" }, { "item": "7283", "sentiment": "Strong Negative" }, { "item": "7843", "sentiment": "Strong Positive" }, { "item": "8512", "sentiment": "Strong Positive" }, { "item": "5706", "sentiment": "Neutral" }, { "item": "11426", "sentiment": "Strong Negative" } ], "user_id": "22285" }
{ "recommended": [ "11426", "1899", "6311", "11422", "6500", "7684", "2666", "10807", "10344", "6707" ] }
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": [ "10291", "10609", "9938", "11305", "7044", "8256", "5031", "3746", "4573", "7", "6059", "7011", "241", "9962", "8491", "8450", "3387", "3775", "5577", "2829", "7801", "11664", "6928", "3660", "7115", "563", "6000", "4820", "10262", "5479", "3564", "11273", "5063", "10431", "7748", "8365", "11542", "4728", "4853", "3061", "9287", "10704", "12050", "4776", "12017", "3513", "3748", "3616", "11267", "12052" ], "interaction": [ { "item": "164", "sentiment": "Strong Positive" }, { "item": "2875", "sentiment": "Strong Positive" }, { "item": "6725", "sentiment": "Strong Positive" }, { "item": "8711", "sentiment": "Strong Positive" }, { "item": "10291", "sentiment": "Strong Positive" } ], "user_id": "22286" }
{ "recommended": [ "10291", "10609", "9938", "11305", "7044", "8256", "5031", "3746", "4573", "7" ] }
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": [ "2505", "9432", "4188", "8715", "7651", "9989", "3060", "11121", "9391", "8087", "1562", "1299", "8320", "3748", "9635", "7316", "5580", "4022", "544", "2722", "3890", "6198", "4268", "7219", "7587", "11699", "2630", "6267", "3138", "3555", "6120", "6897", "8839", "1270", "8049", "1532", "6837", "1433", "7617", "11471", "8188", "6633", "7464", "7597", "11087", "10578", "8769", "1137", "7214", "10211" ], "interaction": [ { "item": "8272", "sentiment": "Strong Negative" }, { "item": "4691", "sentiment": "Strong Positive" }, { "item": "5794", "sentiment": "Strong Negative" }, { "item": "7568", "sentiment": "Weak Negative" }, { "item": "5793", "sentiment": "Strong Positive" } ], "user_id": "22287" }
{ "recommended": [ "2505", "9432", "4188", "8715", "7651", "9989", "3060", "11121", "9391", "8087" ] }
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": [ "7266", "574", "7276", "2273", "8315", "8385", "8702", "7684", "8777", "215", "341", "10717", "5069", "5820", "11776", "6541", "4471", "855", "9977", "6525", "5777", "10080", "1067", "1513", "3676", "9797", "4009", "4464", "6863", "7058", "10457", "9728", "786", "10433", "11105", "1755", "3575", "78", "543", "9351", "11443", "9828", "7233", "10221", "671", "2274", "8472", "6503", "1659", "4575" ], "interaction": [ { "item": "2558", "sentiment": "Strong Positive" }, { "item": "7649", "sentiment": "Strong Positive" }, { "item": "7997", "sentiment": "Strong Positive" }, { "item": "4617", "sentiment": "Strong Positive" }, { "item": "4656", "sentiment": "Strong Positive" }, { "item": "10717", "sentiment": "Strong Positive" } ], "user_id": "22288" }
{ "recommended": [ "10717", "7266", "574", "7276", "2273", "8315", "8385", "8702", "7684", "8777" ] }
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": [ "9915", "10204", "4411", "9767", "3236", "11434", "5180", "3357", "3130", "6534", "2510", "8112", "8493", "6060", "7014", "2446", "6599", "5596", "10247", "9428", "3310", "8392", "3947", "1798", "11362", "10665", "10984", "12056", "3771", "8729", "11775", "493", "2908", "11931", "4441", "5008", "4625", "8154", "7064", "7826", "1365", "7226", "8055", "11243", "7760", "11755", "5387", "11681", "5811", "11876" ], "interaction": [ { "item": "7778", "sentiment": "Strong Negative" }, { "item": "7821", "sentiment": "Strong Positive" }, { "item": "7979", "sentiment": "Strong Positive" }, { "item": "1200", "sentiment": "Neutral" }, { "item": "6410", "sentiment": "Strong Positive" }, { "item": "8631", "sentiment": "Weak Negative" }, { "item": "10208", "sentiment": "Strong Negative" }, { "item": "9634", "sentiment": "Strong Negative" }, { "item": "313", "sentiment": "Strong Positive" }, { "item": "5222", "sentiment": "Strong Positive" }, { "item": "5528", "sentiment": "Strong Positive" }, { "item": "8585", "sentiment": "Strong Positive" }, { "item": "10499", "sentiment": "Weak Negative" }, { "item": "4472", "sentiment": "Strong Positive" }, { "item": "8590", "sentiment": "Strong Positive" }, { "item": "9046", "sentiment": "Strong Positive" }, { "item": "2011", "sentiment": "Weak Positive" }, { "item": "3591", "sentiment": "Weak Positive" }, { "item": "11276", "sentiment": "Strong Positive" }, { "item": "6060", "sentiment": "Strong Positive" } ], "user_id": "22289" }
{ "recommended": [ "6060", "9915", "10204", "4411", "9767", "3236", "11434", "5180", "3357", "3130" ] }
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": [ "9201", "10357", "247", "1255", "8122", "2215", "7087", "4683", "6388", "5040", "2513", "8928", "9593", "2298", "250", "7417", "10710", "10462", "8585", "11493", "5239", "5552", "9277", "2324", "1683", "3765", "9252", "5534", "6866", "6662", "11951", "5471", "8341", "6097", "3797", "9981", "947", "2993", "6425", "2096", "5219", "7781", "8204", "6706", "8071", "11345", "1959", "10997", "1609", "1269" ], "interaction": [ { "item": "905", "sentiment": "Strong Positive" }, { "item": "431", "sentiment": "Strong Negative" }, { "item": "2753", "sentiment": "Strong Positive" }, { "item": "5928", "sentiment": "Neutral" }, { "item": "5932", "sentiment": "Strong Negative" }, { "item": "7075", "sentiment": "Strong Negative" }, { "item": "10683", "sentiment": "Strong Negative" } ], "user_id": "22290" }
{ "recommended": [ "9201", "10357", "247", "1255", "8122", "2215", "7087", "4683", "6388", "5040" ] }
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": [ "9373", "2987", "10393", "965", "1799", "9657", "313", "6004", "9713", "11125", "7284", "6811", "10472", "1190", "10062", "2342", "4763", "5207", "4561", "3978", "9423", "690", "10199", "10616", "3641", "79", "3323", "11694", "10537", "3628", "4292", "4939", "2009", "9291", "6436", "8535", "11627", "5624", "3328", "5495", "4133", "6070", "5052", "2614", "7346", "650", "5422", "1376", "3033", "452" ], "interaction": [ { "item": "10859", "sentiment": "Weak Positive" }, { "item": "1320", "sentiment": "Neutral" }, { "item": "3968", "sentiment": "Neutral" }, { "item": "735", "sentiment": "Neutral" }, { "item": "1878", "sentiment": "Weak Negative" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8507", "sentiment": "Strong Positive" }, { "item": "1322", "sentiment": "Strong Positive" }, { "item": "2468", "sentiment": "Neutral" }, { "item": "8969", "sentiment": "Strong Positive" }, { "item": "6933", "sentiment": "Strong Positive" }, { "item": "2987", "sentiment": "Neutral" } ], "user_id": "22291" }
{ "recommended": [ "2987", "9373", "10393", "965", "1799", "9657", "313", "6004", "9713", "11125" ] }
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": [ "1366", "3299", "11215", "6974", "2685", "9163", "9104", "2186", "10012", "166", "7215", "10387", "5713", "10291", "6983", "11181", "231", "6755", "6970", "1350", "7726", "2359", "2293", "6940", "10955", "681", "10732", "9815", "4542", "10405", "10221", "1346", "7296", "1410", "2679", "10315", "9198", "9289", "8440", "7064", "468", "9800", "4778", "9471", "5387", "6575", "10749", "10611", "8131", "2310" ], "interaction": [ { "item": "575", "sentiment": "Weak Negative" }, { "item": "4557", "sentiment": "Strong Positive" }, { "item": "2681", "sentiment": "Neutral" }, { "item": "5661", "sentiment": "Neutral" }, { "item": "3541", "sentiment": "Neutral" }, { "item": "284", "sentiment": "Strong Positive" }, { "item": "7807", "sentiment": "Neutral" }, { "item": "11607", "sentiment": "Weak Positive" }, { "item": "10291", "sentiment": "Strong Positive" } ], "user_id": "22292" }
{ "recommended": [ "10291", "1366", "3299", "11215", "6974", "2685", "9163", "9104", "2186", "10012" ] }
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": [ "4325", "7690", "5249", "2319", "1858", "8142", "4691", "803", "7131", "213", "10287", "9102", "3439", "9366", "6197", "437", "3967", "2085", "3435", "40", "1525", "10600", "10391", "5275", "3661", "355", "9641", "551", "6463", "384", "11614", "4219", "8911", "5689", "2268", "696", "6251", "1739", "4041", "6233", "6729", "5186", "7322", "3290", "9981", "5376", "6123", "4398", "10612", "6248" ], "interaction": [ { "item": "8532", "sentiment": "Weak Negative" }, { "item": "1053", "sentiment": "Strong Positive" }, { "item": "1948", "sentiment": "Strong Positive" }, { "item": "2506", "sentiment": "Strong Positive" }, { "item": "4580", "sentiment": "Strong Positive" }, { "item": "9281", "sentiment": "Strong Negative" }, { "item": "1592", "sentiment": "Strong Positive" }, { "item": "5447", "sentiment": "Strong Positive" }, { "item": "384", "sentiment": "Strong Negative" } ], "user_id": "22293" }
{ "recommended": [ "384", "4325", "7690", "5249", "2319", "1858", "8142", "4691", "803", "7131" ] }
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": [ "1390", "4031", "3892", "2272", "1697", "5682", "4544", "10261", "514", "1732", "6875", "7466", "2582", "5430", "5974", "1569", "8997", "7804", "2773", "1910", "10960", "5060", "6237", "719", "10193", "6630", "1945", "4003", "8121", "3843", "5911", "9998", "145", "5843", "11059", "11328", "2803", "1071", "11458", "9326", "8681", "11679", "10906", "8885", "8033", "1595", "6655", "362", "10214", "10056" ], "interaction": [ { "item": "94", "sentiment": "Strong Negative" }, { "item": "4367", "sentiment": "Strong Positive" }, { "item": "5842", "sentiment": "Strong Positive" }, { "item": "818", "sentiment": "Strong Positive" }, { "item": "30", "sentiment": "Strong Positive" }, { "item": "2622", "sentiment": "Strong Positive" }, { "item": "4335", "sentiment": "Strong Positive" }, { "item": "11490", "sentiment": "Weak Positive" }, { "item": "1396", "sentiment": "Strong Positive" }, { "item": "8436", "sentiment": "Weak Negative" } ], "user_id": "22294" }
{ "recommended": [ "1390", "4031", "3892", "2272", "1697", "5682", "4544", "10261", "514", "1732" ] }
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": [ "231", "10062", "9262", "2154", "11860", "5592", "2367", "9308", "4133", "7700", "7409", "8654", "10102", "6655", "243", "9019", "1950", "6184", "10321", "8579", "64", "3903", "2487", "5299", "9652", "4664", "9777", "1624", "8191", "2246", "4971", "10125", "3212", "7673", "610", "8404", "3715", "843", "8785", "8086", "9166", "2858", "634", "3863", "11756", "11962", "383", "3181", "4029", "5914" ], "interaction": [ { "item": "262", "sentiment": "Strong Positive" }, { "item": "8382", "sentiment": "Strong Positive" }, { "item": "884", "sentiment": "Strong Positive" }, { "item": "1314", "sentiment": "Strong Positive" }, { "item": "1851", "sentiment": "Strong Positive" }, { "item": "7383", "sentiment": "Strong Positive" }, { "item": "7686", "sentiment": "Strong Positive" }, { "item": "8648", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Negative" }, { "item": "9369", "sentiment": "Neutral" }, { "item": "6675", "sentiment": "Strong Positive" }, { "item": "10531", "sentiment": "Weak Negative" }, { "item": "634", "sentiment": "Strong Negative" } ], "user_id": "22295" }
{ "recommended": [ "634", "231", "10062", "9262", "2154", "11860", "5592", "2367", "9308", "4133" ] }
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": [ "7317", "9625", "2987", "9890", "5507", "3222", "8264", "9084", "5399", "6185", "4355", "10521", "10085", "85", "10530", "11825", "8739", "2169", "6793", "6258", "7135", "11320", "7119", "6749", "1450", "694", "5845", "6399", "1683", "807", "5761", "12066", "979", "1516", "10860", "1277", "11858", "6030", "1330", "9438", "11926", "9725", "3311", "6890", "3910", "4660", "2745", "8067", "7804", "8573" ], "interaction": [ { "item": "6479", "sentiment": "Strong Positive" }, { "item": "7483", "sentiment": "Strong Positive" }, { "item": "8936", "sentiment": "Strong Positive" }, { "item": "7317", "sentiment": "Strong Positive" }, { "item": "9625", "sentiment": "Weak Positive" } ], "user_id": "22296" }
{ "recommended": [ "9625", "7317", "2987", "9890", "5507", "3222", "8264", "9084", "5399", "6185" ] }
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": [ "11408", "7982", "2605", "5523", "241", "2716", "11621", "9093", "10116", "3508", "8816", "5507", "243", "7540", "3380", "9729", "10395", "5677", "4596", "5194", "9066", "5209", "4871", "11578", "1527", "4438", "769", "147", "8518", "5036", "10919", "11585", "8796", "11055", "8482", "11066", "8731", "7215", "11734", "9608", "5337", "6038", "5231", "10684", "5945", "602", "1302", "5500", "7037", "4606" ], "interaction": [ { "item": "734", "sentiment": "Strong Positive" }, { "item": "9123", "sentiment": "Strong Positive" }, { "item": "7513", "sentiment": "Strong Positive" }, { "item": "7514", "sentiment": "Strong Positive" }, { "item": "241", "sentiment": "Strong Positive" } ], "user_id": "22297" }
{ "recommended": [ "241", "11408", "7982", "2605", "5523", "2716", "11621", "9093", "10116", "3508" ] }
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": [ "2773", "9990", "3276", "8090", "10143", "4668", "1562", "5459", "9943", "6477", "11230", "5910", "4140", "8357", "7175", "9237", "5861", "7003", "150", "10960", "10483", "7336", "339", "3033", "11083", "6985", "4682", "2637", "11678", "11530", "6026", "5830", "3628", "1079", "8222", "4879", "2194", "1183", "5943", "10885", "11867", "4208", "3265", "2351", "12069", "9457", "4811", "7373", "4542", "6320" ], "interaction": [ { "item": "4595", "sentiment": "Strong Positive" }, { "item": "8621", "sentiment": "Strong Positive" }, { "item": "11023", "sentiment": "Weak Positive" }, { "item": "8272", "sentiment": "Strong Positive" }, { "item": "9634", "sentiment": "Strong Positive" }, { "item": "10111", "sentiment": "Strong Positive" }, { "item": "10503", "sentiment": "Strong Positive" }, { "item": "11249", "sentiment": "Strong Positive" }, { "item": "11294", "sentiment": "Strong Positive" }, { "item": "9702", "sentiment": "Strong Positive" }, { "item": "9879", "sentiment": "Strong Positive" }, { "item": "11867", "sentiment": "Strong Positive" } ], "user_id": "22298" }
{ "recommended": [ "11867", "2773", "9990", "3276", "8090", "10143", "4668", "1562", "5459", "9943" ] }
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": [ "11836", "8636", "3017", "9933", "5051", "7358", "517", "4444", "6155", "9395", "10770", "9700", "9633", "9640", "6212", "9488", "5679", "8425", "10247", "10070", "10478", "2515", "5493", "1062", "6227", "11218", "7145", "6057", "8996", "2294", "9522", "10682", "5767", "11268", "9217", "901", "9611", "1158", "9503", "10562", "7905", "2324", "5272", "6056", "11715", "1917", "5599", "2805", "603", "3356" ], "interaction": [ { "item": "1155", "sentiment": "Strong Positive" }, { "item": "1740", "sentiment": "Strong Positive" }, { "item": "1862", "sentiment": "Strong Positive" }, { "item": "5777", "sentiment": "Strong Negative" }, { "item": "553", "sentiment": "Strong Positive" }, { "item": "7488", "sentiment": "Strong Positive" }, { "item": "8167", "sentiment": "Strong Negative" }, { "item": "8996", "sentiment": "Strong Positive" } ], "user_id": "22299" }
{ "recommended": [ "8996", "11836", "8636", "3017", "9933", "5051", "7358", "517", "4444", "6155" ] }
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": [ "268", "9932", "4227", "812", "9904", "5745", "534", "7342", "5493", "11017", "5008", "6831", "1921", "5024", "8664", "4112", "8446", "299", "7256", "3885", "335", "13", "10802", "3484", "5011", "5841", "11620", "12010", "8903", "2202", "7460", "6184", "7940", "1783", "2917", "5094", "2300", "3129", "9957", "12030", "1842", "399", "1127", "3478", "1185", "9563", "11635", "9832", "3365", "7636" ], "interaction": [ { "item": "1020", "sentiment": "Strong Positive" }, { "item": "132", "sentiment": "Strong Positive" }, { "item": "6689", "sentiment": "Strong Positive" }, { "item": "10116", "sentiment": "Strong Positive" }, { "item": "10117", "sentiment": "Neutral" }, { "item": "10118", "sentiment": "Strong Positive" }, { "item": "9904", "sentiment": "Strong Positive" } ], "user_id": "22300" }
{ "recommended": [ "9904", "268", "9932", "4227", "812", "5745", "534", "7342", "5493", "11017" ] }