instruction
stringclasses
1 value
input
dict
output
dict
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3930", "4963", "4143", "1673", "5077", "3501", "4008", "5698", "3522", "3802", "3546", "10926", "11856", "2746", "130", "4106", "11372", "10887", "5725", "5833", "4465", "5154", "7488", "5360", "4751", "744", "9324", "3240", "489", "619", "11967", "3233", "10842", "2611", "3254", "7039", "3813", "11145", "7216", "9620", "8882", "1870", "11782", "5615", "7134", "9264", "4730", "11864", "5796", "9542" ], "interaction": [ { "item": "9450", "sentiment": "Strong Positive" }, { "item": "9840", "sentiment": "Negative" }, { "item": "10077", "sentiment": "Negative" }, { "item": "11156", "sentiment": "Strong Positive" }, { "item": "11753", "sentiment": "Strong Positive" }, { "item": "11864", "sentiment": "Strong Positive" } ], "user_id": "1" }
{ "recommended": [ "11864", "3930", "4963", "4143", "1673", "5077", "3501", "4008", "5698", "3522" ] }
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": [ "7316", "216", "11764", "9100", "2922", "8100", "11874", "2065", "7732", "2741", "1035", "1605", "11912", "535", "5990", "5730", "4646", "9836", "11802", "9774", "6155", "3051", "10890", "9267", "577", "1326", "5662", "324", "2784", "11663", "1187", "76", "9120", "10966", "8779", "1588", "3607", "5896", "6575", "373", "6059", "620", "869", "5129", "9316", "9163", "6939", "2751", "4811", "2968" ], "interaction": [ { "item": "3310", "sentiment": "Neutral" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "9080", "sentiment": "Strong Positive" }, { "item": "4137", "sentiment": "Strong Positive" }, { "item": "10956", "sentiment": "Strong Positive" }, { "item": "59", "sentiment": "Strong Negative" } ], "user_id": "2" }
{ "recommended": [ "7316", "216", "11764", "9100", "2922", "8100", "11874", "2065", "7732", "2741" ] }
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": [ "6480", "9448", "7777", "404", "9180", "10142", "6226", "625", "9850", "11008", "10753", "10505", "4349", "3183", "2317", "5608", "4924", "6533", "760", "2201", "43", "5216", "1995", "10752", "3623", "72", "6303", "3514", "5886", "893", "4140", "5230", "3224", "3545", "5125", "212", "11885", "6736", "9746", "3657", "9838", "12073", "11627", "8213", "1172", "9343", "9436", "3874", "7111", "7639" ], "interaction": [ { "item": "4209", "sentiment": "Strong Positive" }, { "item": "4387", "sentiment": "Strong Positive" }, { "item": "6363", "sentiment": "Strong Positive" }, { "item": "454", "sentiment": "Strong Positive" }, { "item": "5666", "sentiment": "Strong Positive" }, { "item": "8650", "sentiment": "Strong Positive" }, { "item": "8877", "sentiment": "Strong Positive" }, { "item": "9405", "sentiment": "Strong Positive" }, { "item": "10254", "sentiment": "Strong Positive" } ], "user_id": "3" }
{ "recommended": [ "6480", "9448", "7777", "404", "9180", "10142", "6226", "625", "9850", "11008" ] }
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": [ "8124", "10864", "8513", "8619", "8632", "6808", "6916", "10321", "7591", "9482", "6050", "10749", "10679", "664", "8135", "11793", "9604", "9880", "10813", "3311", "95", "10596", "11882", "372", "4321", "3943", "5239", "6078", "11647", "5762", "3737", "7839", "1868", "4170", "10025", "9444", "10276", "10553", "9855", "11038", "918", "5914", "1936", "5385", "5580", "3537", "4138", "11335", "11608", "7923" ], "interaction": [ { "item": "8969", "sentiment": "Strong Positive" }, { "item": "10131", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "8651", "sentiment": "Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "10321", "sentiment": "Strong Positive" } ], "user_id": "4" }
{ "recommended": [ "10321", "8124", "10864", "8513", "8619", "8632", "6808", "6916", "7591", "9482" ] }
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": [ "9767", "10228", "8367", "9975", "7117", "8813", "6410", "10943", "10765", "9989", "5352", "8958", "11762", "6500", "247", "6876", "3213", "4077", "9376", "11783", "2270", "8517", "7199", "10905", "6770", "8300", "11522", "11701", "1596", "5902", "3694", "6123", "4102", "877", "7312", "939", "10249", "5261", "11948", "11667", "4186", "8671", "12013", "2461", "4103", "844", "4358", "8868", "4516", "6335" ], "interaction": [ { "item": "8936", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Negative" }, { "item": "8072", "sentiment": "Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "10228", "sentiment": "Strong Positive" } ], "user_id": "5" }
{ "recommended": [ "10228", "9767", "8367", "9975", "7117", "8813", "6410", "10943", "10765", "9989" ] }
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": [ "10855", "11065", "8958", "10027", "9201", "799", "1665", "11808", "8768", "2953", "431", "11365", "11562", "4494", "7714", "9931", "3785", "5306", "10761", "9978", "11661", "6257", "1762", "11714", "5584", "1426", "4916", "5626", "7974", "3681", "10669", "6818", "8074", "9125", "12050", "9785", "6517", "705", "7486", "3106", "11837", "4717", "11538", "8005", "476", "1132", "6969", "3977", "7302", "3565" ], "interaction": [ { "item": "3615", "sentiment": "Strong Positive" }, { "item": "9885", "sentiment": "Neutral" }, { "item": "3906", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "Positive" }, { "item": "8030", "sentiment": "Strong Positive" }, { "item": "2714", "sentiment": "Strong Negative" }, { "item": "6005", "sentiment": "Strong Positive" }, { "item": "9212", "sentiment": "Strong Positive" }, { "item": "4644", "sentiment": "Neutral" }, { "item": "7450", "sentiment": "Strong Positive" }, { "item": "9201", "sentiment": "Strong Positive" } ], "user_id": "6" }
{ "recommended": [ "9201", "10855", "11065", "8958", "10027", "799", "1665", "11808", "8768", "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": [ "10926", "9573", "11051", "10173", "7962", "4396", "6489", "10487", "3140", "6614", "6309", "9288", "11410", "7044", "9545", "8530", "11792", "6037", "3924", "3486", "6982", "5555", "11935", "5780", "7397", "5475", "2361", "9995", "1229", "5102", "8153", "9429", "9145", "2191", "5195", "992", "216", "7080", "11357", "8327", "1509", "9318", "2379", "3834", "2898", "7474", "3756", "9783", "12088", "4173" ], "interaction": [ { "item": "9581", "sentiment": "Strong Positive" }, { "item": "9622", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Positive" }, { "item": "9857", "sentiment": "Strong Negative" }, { "item": "10926", "sentiment": "Negative" } ], "user_id": "7" }
{ "recommended": [ "10926", "9573", "11051", "10173", "7962", "4396", "6489", "10487", "3140", "6614" ] }
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": [ "4496", "7958", "1675", "4003", "7404", "2004", "2945", "9456", "39", "7849", "4748", "3676", "2141", "6492", "1221", "428", "918", "1273", "3569", "5743", "518", "6173", "7778", "5850", "3877", "7725", "5046", "7259", "10031", "3652", "1510", "9744", "11249", "1851", "8440", "1247", "1964", "8071", "3067", "2163", "3778", "3010", "5455", "10905", "2238", "244", "8828", "6216", "5980", "1629" ], "interaction": [ { "item": "5381", "sentiment": "Strong Positive" }, { "item": "457", "sentiment": "Neutral" }, { "item": "2420", "sentiment": "Positive" }, { "item": "4277", "sentiment": "Strong Positive" }, { "item": "2939", "sentiment": "Strong Positive" }, { "item": "3768", "sentiment": "Strong Positive" }, { "item": "3082", "sentiment": "Strong Positive" } ], "user_id": "8" }
{ "recommended": [ "4496", "7958", "1675", "4003", "7404", "2004", "2945", "9456", "39", "7849" ] }
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": [ "7075", "1331", "4692", "2922", "10116", "732", "688", "7923", "305", "9501", "5410", "1514", "2326", "5507", "6262", "8230", "7466", "1404", "8371", "6418", "1380", "402", "9387", "6323", "3719", "4216", "10402", "5394", "150", "189", "1381", "1138", "4198", "9498", "4500", "4613", "6063", "10902", "884", "50", "11393", "2235", "3262", "1861", "5729", "9075", "3431", "1685", "4760", "2591" ], "interaction": [ { "item": "4185", "sentiment": "Strong Positive" }, { "item": "599", "sentiment": "Neutral" }, { "item": "1178", "sentiment": "Neutral" }, { "item": "948", "sentiment": "Negative" }, { "item": "7857", "sentiment": "Strong Negative" }, { "item": "2922", "sentiment": "Neutral" } ], "user_id": "9" }
{ "recommended": [ "2922", "7075", "1331", "4692", "10116", "732", "688", "7923", "305", "9501" ] }
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": [ "10459", "8819", "1796", "3276", "8184", "11806", "7922", "7525", "11458", "10722", "503", "6427", "9070", "6726", "11052", "11908", "7586", "1349", "5487", "1716", "6502", "9009", "2596", "195", "10813", "5305", "8088", "9040", "3968", "9296", "6472", "4551", "9232", "2895", "12064", "8349", "7534", "1423", "11786", "10804", "8835", "6340", "9289", "4760", "9451", "7464", "9830", "207", "6324", "5878" ], "interaction": [ { "item": "7140", "sentiment": "Strong Negative" }, { "item": "3000", "sentiment": "Strong Positive" }, { "item": "3896", "sentiment": "Neutral" }, { "item": "7560", "sentiment": "Negative" }, { "item": "3904", "sentiment": "Neutral" }, { "item": "3905", "sentiment": "Neutral" }, { "item": "6607", "sentiment": "Strong Positive" }, { "item": "7862", "sentiment": "Positive" }, { "item": "9560", "sentiment": "Neutral" }, { "item": "10266", "sentiment": "Positive" }, { "item": "8608", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "6606", "sentiment": "Strong Positive" }, { "item": "7397", "sentiment": "Neutral" }, { "item": "7789", "sentiment": "Strong Positive" }, { "item": "7849", "sentiment": "Negative" }, { "item": "8466", "sentiment": "Strong Positive" }, { "item": "8613", "sentiment": "Strong Positive" }, { "item": "10042", "sentiment": "Strong Positive" }, { "item": "10364", "sentiment": "Strong Positive" }, { "item": "10322", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Positive" }, { "item": "5850", "sentiment": "Positive" }, { "item": "8482", "sentiment": "Strong Negative" }, { "item": "7524", "sentiment": "Strong Positive" }, { "item": "9494", "sentiment": "Positive" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "7922", "sentiment": "Positive" } ], "user_id": "10" }
{ "recommended": [ "7922", "10459", "8819", "1796", "3276", "8184", "11806", "7525", "11458", "10722" ] }
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": [ "2833", "4018", "392", "1056", "874", "9777", "5240", "5223", "6872", "5100", "5827", "5728", "11032", "1593", "8375", "2186", "8256", "11526", "6603", "3756", "2119", "6008", "7196", "1676", "3387", "8511", "3611", "5073", "8825", "5362", "3755", "10245", "7520", "162", "9388", "2566", "1588", "3449", "2181", "6124", "3183", "2142", "6487", "6376", "4042", "9447", "5001", "8446", "9937", "3568" ], "interaction": [ { "item": "10842", "sentiment": "Strong Positive" }, { "item": "3531", "sentiment": "Strong Positive" }, { "item": "278", "sentiment": "Strong Positive" }, { "item": "1219", "sentiment": "Neutral" }, { "item": "4235", "sentiment": "Strong Negative" }, { "item": "5024", "sentiment": "Strong Positive" }, { "item": "7042", "sentiment": "Strong Positive" } ], "user_id": "11" }
{ "recommended": [ "2833", "4018", "392", "1056", "874", "9777", "5240", "5223", "6872", "5100" ] }
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": [ "4663", "8289", "7151", "9472", "7232", "4217", "2824", "7450", "223", "963", "502", "4243", "5026", "5601", "11912", "11233", "92", "1836", "5882", "6657", "4581", "1240", "12058", "8978", "11160", "352", "192", "8120", "8562", "10744", "7899", "8147", "5282", "874", "850", "9322", "899", "7332", "7561", "9275", "7409", "1922", "11787", "10128", "8827", "4992", "7989", "9672", "11724", "10376" ], "interaction": [ { "item": "10113", "sentiment": "Strong Positive" }, { "item": "455", "sentiment": "Neutral" }, { "item": "10094", "sentiment": "Strong Positive" }, { "item": "1190", "sentiment": "Neutral" }, { "item": "3313", "sentiment": "Strong Positive" }, { "item": "8748", "sentiment": "Strong Positive" } ], "user_id": "12" }
{ "recommended": [ "4663", "8289", "7151", "9472", "7232", "4217", "2824", "7450", "223", "963" ] }
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": [ "9848", "4955", "11793", "341", "10029", "8631", "12066", "1943", "1893", "8776", "1315", "11662", "10583", "7917", "10356", "4500", "11640", "9377", "1278", "11053", "437", "4708", "7331", "7779", "3019", "9492", "8392", "3124", "11928", "6199", "11064", "3557", "7368", "6596", "11599", "6334", "6028", "9370", "7440", "5000", "10745", "9337", "2882", "93", "231", "6725", "5057", "237", "6595", "8530" ], "interaction": [ { "item": "3227", "sentiment": "Strong Negative" }, { "item": "4195", "sentiment": "Strong Positive" }, { "item": "4196", "sentiment": "Neutral" }, { "item": "8043", "sentiment": "Strong Positive" }, { "item": "10574", "sentiment": "Strong Positive" }, { "item": "10580", "sentiment": "Strong Positive" }, { "item": "11234", "sentiment": "Strong Positive" }, { "item": "11349", "sentiment": "Strong Positive" }, { "item": "11793", "sentiment": "Strong Positive" } ], "user_id": "13" }
{ "recommended": [ "11793", "9848", "4955", "341", "10029", "8631", "12066", "1943", "1893", "8776" ] }
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": [ "4209", "3572", "1539", "2083", "7278", "387", "9572", "6320", "7026", "777", "2084", "3086", "6806", "2544", "7559", "1742", "9326", "10103", "8716", "6866", "9428", "6997", "6894", "6776", "7430", "7045", "4081", "10802", "97", "3698", "11706", "2095", "735", "6664", "10017", "11296", "9427", "9284", "7669", "4823", "5676", "3735", "1060", "611", "3500", "4382", "5547", "2248", "10748", "10444" ], "interaction": [ { "item": "5063", "sentiment": "Strong Positive" }, { "item": "6969", "sentiment": "Strong Positive" }, { "item": "7298", "sentiment": "Strong Positive" }, { "item": "6231", "sentiment": "Strong Positive" }, { "item": "5095", "sentiment": "Strong Positive" }, { "item": "5527", "sentiment": "Strong Positive" } ], "user_id": "14" }
{ "recommended": [ "4209", "3572", "1539", "2083", "7278", "387", "9572", "6320", "7026", "777" ] }
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": [ "11", "1675", "5193", "1902", "8479", "11579", "8425", "10126", "7594", "10294", "9169", "7755", "7620", "5772", "9373", "8167", "9866", "10997", "9269", "9049", "10251", "10567", "286", "80", "1824", "2171", "10920", "1647", "4607", "5836", "8730", "8925", "9660", "3664", "2303", "9183", "438", "3706", "7100", "5974", "568", "3574", "7251", "10459", "1299", "4308", "9966", "4567", "7643", "8974" ], "interaction": [ { "item": "187", "sentiment": "Strong Positive" }, { "item": "3514", "sentiment": "Strong Positive" }, { "item": "8199", "sentiment": "Strong Negative" }, { "item": "10287", "sentiment": "Strong Positive" }, { "item": "1675", "sentiment": "Strong Negative" } ], "user_id": "15" }
{ "recommended": [ "1675", "11", "5193", "1902", "8479", "11579", "8425", "10126", "7594", "10294" ] }
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": [ "7119", "8185", "11523", "10035", "8741", "312", "6020", "4106", "3467", "3581", "5174", "5259", "7369", "5312", "4699", "7818", "4763", "9154", "6732", "9471", "2893", "8075", "6532", "4599", "1853", "11399", "9309", "8846", "10105", "11134", "3198", "4004", "1982", "1335", "487", "1673", "2946", "9370", "4983", "11304", "2112", "4324", "865", "10906", "4029", "8133", "4586", "1772", "7161", "7550" ], "interaction": [ { "item": "664", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "2646", "sentiment": "Strong Positive" }, { "item": "7224", "sentiment": "Strong Positive" }, { "item": "8844", "sentiment": "Strong Positive" } ], "user_id": "16" }
{ "recommended": [ "7119", "8185", "11523", "10035", "8741", "312", "6020", "4106", "3467", "3581" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10609", "8587", "8512", "11402", "7619", "7291", "10551", "10823", "2648", "6141", "1108", "1858", "1139", "8297", "10196", "11363", "1571", "9965", "9031", "1206", "2237", "190", "9497", "4712", "138", "2152", "9351", "1194", "9380", "8116", "2466", "847", "8470", "60", "3291", "11739", "518", "8680", "4318", "9493", "378", "11880", "7454", "536", "6461", "3044", "8572", "3901", "2696", "4850" ], "interaction": [ { "item": "6281", "sentiment": "Strong Negative" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "11361", "sentiment": "Strong Positive" }, { "item": "13", "sentiment": "Strong Positive" }, { "item": "7122", "sentiment": "Strong Positive" }, { "item": "9432", "sentiment": "Strong Negative" }, { "item": "10035", "sentiment": "Strong Positive" }, { "item": "10230", "sentiment": "Neutral" }, { "item": "10609", "sentiment": "Strong Positive" } ], "user_id": "17" }
{ "recommended": [ "10609", "8587", "8512", "11402", "7619", "7291", "10551", "10823", "2648", "6141" ] }
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", "929", "959", "1537", "4260", "5188", "1870", "2217", "5249", "5717", "3908", "359", "2551", "6102", "2962", "6321", "6680", "8879", "10347", "2887", "3226", "7817", "2079", "4089", "4539", "685", "1093", "5680", "1041", "2391", "485", "2340", "4184", "10447", "8841", "3891", "7696", "10192", "1972", "6742", "5839", "3436", "7449", "1821", "4848", "8972", "7358", "7248", "3101", "7333" ], "interaction": [ { "item": "8446", "sentiment": "Strong Positive" }, { "item": "9194", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "10258", "sentiment": "Neutral" }, { "item": "10347", "sentiment": "Strong Positive" } ], "user_id": "18" }
{ "recommended": [ "10347", "5209", "929", "959", "1537", "4260", "5188", "1870", "2217", "5249" ] }
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": [ "8499", "1349", "18", "3130", "3011", "2388", "3581", "284", "5713", "5698", "1904", "1828", "7744", "1818", "3908", "7568", "8395", "6412", "2379", "7654", "7777", "2515", "11773", "1788", "6220", "477", "5280", "654", "9834", "765", "7756", "4029", "4728", "579", "8591", "4482", "8191", "1567", "9569", "1628", "4453", "9499", "8214", "5084", "11682", "2320", "7133", "5172", "5238", "6638" ], "interaction": [ { "item": "2162", "sentiment": "Strong Positive" }, { "item": "82", "sentiment": "Neutral" }, { "item": "6000", "sentiment": "Strong Positive" }, { "item": "7360", "sentiment": "Strong Positive" }, { "item": "7756", "sentiment": "Strong Positive" } ], "user_id": "19" }
{ "recommended": [ "7756", "8499", "1349", "18", "3130", "3011", "2388", "3581", "284", "5713" ] }
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": [ "7656", "4744", "6670", "4917", "1915", "5289", "3467", "10354", "8882", "11076", "233", "6239", "7973", "39", "7144", "238", "9224", "11949", "5988", "6772", "7534", "8952", "5406", "5578", "8616", "6452", "4133", "6317", "2389", "2135", "2957", "3502", "5114", "11292", "608", "6725", "9966", "3945", "8148", "1162", "12079", "6666", "7944", "8117", "4928", "4603", "4491", "3919", "8694", "7255" ], "interaction": [ { "item": "6309", "sentiment": "Strong Positive" }, { "item": "7295", "sentiment": "Strong Positive" }, { "item": "437", "sentiment": "Strong Negative" }, { "item": "6789", "sentiment": "Strong Positive" }, { "item": "7656", "sentiment": "Neutral" } ], "user_id": "20" }
{ "recommended": [ "7656", "4744", "6670", "4917", "1915", "5289", "3467", "10354", "8882", "11076" ] }
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": [ "3734", "3994", "4231", "7505", "2322", "2974", "10043", "1654", "3812", "3787", "7013", "5388", "4650", "777", "190", "1372", "9417", "4043", "8362", "9733", "9217", "411", "5689", "2455", "3811", "99", "1434", "1263", "6440", "6545", "6506", "10315", "586", "8013", "2238", "4923", "4205", "7554", "3522", "628", "3209", "8592", "8177", "2156", "6552", "2231", "3880", "3807", "9155", "10803" ], "interaction": [ { "item": "4505", "sentiment": "Strong Positive" }, { "item": "2100", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "4958", "sentiment": "Negative" }, { "item": "9417", "sentiment": "Strong Negative" } ], "user_id": "21" }
{ "recommended": [ "9417", "3734", "3994", "4231", "7505", "2322", "2974", "10043", "1654", "3812" ] }
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": [ "5192", "757", "4003", "1570", "1432", "8170", "11388", "8447", "976", "9816", "4091", "10753", "4462", "11895", "2603", "11670", "5980", "3474", "422", "6457", "3813", "7893", "7254", "6056", "5660", "6340", "1603", "507", "3824", "11351", "570", "6328", "4531", "4834", "2147", "7863", "2610", "933", "6668", "11672", "8601", "2624", "11048", "2946", "452", "4947", "9584", "9709", "1835", "1859" ], "interaction": [ { "item": "331", "sentiment": "Strong Positive" }, { "item": "332", "sentiment": "Strong Negative" }, { "item": "2017", "sentiment": "Strong Positive" }, { "item": "2035", "sentiment": "Strong Positive" }, { "item": "3474", "sentiment": "Strong Positive" } ], "user_id": "22" }
{ "recommended": [ "3474", "5192", "757", "4003", "1570", "1432", "8170", "11388", "8447", "976" ] }
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": [ "10798", "2083", "1320", "8816", "493", "1168", "8553", "9321", "7072", "3241", "4767", "9846", "39", "11836", "2461", "2018", "2166", "5317", "1447", "6873", "2140", "8211", "5873", "2794", "2981", "1287", "3205", "6482", "1542", "70", "4495", "1460", "3386", "2965", "1070", "3926", "6719", "4449", "468", "426", "9081", "3870", "3965", "6944", "1463", "509", "5092", "831", "11845", "2130" ], "interaction": [ { "item": "4061", "sentiment": "Strong Positive" }, { "item": "7229", "sentiment": "Strong Positive" }, { "item": "8826", "sentiment": "Strong Positive" }, { "item": "10762", "sentiment": "Strong Negative" }, { "item": "10798", "sentiment": "Strong Positive" } ], "user_id": "23" }
{ "recommended": [ "10798", "2083", "1320", "8816", "493", "1168", "8553", "9321", "7072", "3241" ] }
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": [ "2083", "7454", "9530", "9914", "4336", "963", "9147", "7688", "6606", "7656", "8178", "90", "241", "3821", "213", "985", "6431", "1925", "3215", "2874", "6239", "9807", "5944", "4368", "4802", "6226", "11065", "8992", "1742", "6937", "7158", "7203", "3340", "4380", "11674", "7739", "4312", "8572", "8810", "6094", "4588", "6331", "1071", "3075", "7559", "5299", "11934", "8720", "10404", "886" ], "interaction": [ { "item": "1416", "sentiment": "Strong Positive" }, { "item": "5015", "sentiment": "Strong Negative" }, { "item": "5016", "sentiment": "Negative" }, { "item": "7772", "sentiment": "Neutral" }, { "item": "9914", "sentiment": "Negative" } ], "user_id": "24" }
{ "recommended": [ "9914", "2083", "7454", "9530", "4336", "963", "9147", "7688", "6606", "7656" ] }
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": [ "3494", "1511", "8565", "8697", "9373", "9419", "9441", "1536", "727", "9562", "18", "2110", "11658", "6765", "3843", "6739", "8143", "6453", "6098", "4427", "9714", "10807", "8785", "6811", "5080", "7884", "2270", "2882", "10710", "2197", "3476", "11359", "11850", "2570", "11735", "7330", "7012", "808", "5023", "4236", "5093", "10438", "5477", "4670", "10845", "883", "8872", "5906", "7576", "4297" ], "interaction": [ { "item": "5605", "sentiment": "Strong Positive" }, { "item": "5145", "sentiment": "Strong Positive" }, { "item": "6050", "sentiment": "Neutral" }, { "item": "9778", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "9562", "sentiment": "Strong Positive" } ], "user_id": "25" }
{ "recommended": [ "9562", "3494", "1511", "8565", "8697", "9373", "9419", "9441", "1536", "727" ] }
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": [ "5522", "64", "5385", "6050", "2028", "10726", "5519", "8496", "10251", "4584", "4166", "2757", "4975", "8824", "6906", "5501", "2327", "11453", "4513", "11815", "2953", "1056", "5513", "11003", "5209", "1227", "9803", "8440", "2819", "5878", "2077", "3524", "2134", "8327", "5315", "6367", "9287", "2572", "11920", "6242", "1619", "967", "2123", "3403", "4896", "8188", "123", "3401", "1922", "11890" ], "interaction": [ { "item": "11149", "sentiment": "Negative" }, { "item": "5490", "sentiment": "Strong Positive" }, { "item": "5523", "sentiment": "Strong Positive" }, { "item": "8880", "sentiment": "Strong Positive" }, { "item": "11453", "sentiment": "Strong Positive" } ], "user_id": "26" }
{ "recommended": [ "11453", "5522", "64", "5385", "6050", "2028", "10726", "5519", "8496", "10251" ] }
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": [ "10894", "3994", "1824", "247", "10383", "7488", "10162", "7654", "9746", "10165", "9342", "10098", "2446", "11793", "3747", "7177", "8300", "809", "11879", "1747", "11204", "11306", "6721", "9091", "2044", "4335", "6086", "1037", "229", "10884", "972", "11899", "8629", "402", "1066", "8497", "8878", "5543", "2651", "1684", "6797", "7132", "10856", "5019", "4795", "9672", "9230", "10939", "1646", "3229" ], "interaction": [ { "item": "271", "sentiment": "Strong Positive" }, { "item": "10085", "sentiment": "Strong Positive" }, { "item": "277", "sentiment": "Strong Positive" }, { "item": "4668", "sentiment": "Strong Positive" }, { "item": "8684", "sentiment": "Strong Positive" }, { "item": "9369", "sentiment": "Strong Negative" }, { "item": "10598", "sentiment": "Strong Positive" }, { "item": "3232", "sentiment": "Strong Positive" }, { "item": "8583", "sentiment": "Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "10856", "sentiment": "Strong Positive" } ], "user_id": "27" }
{ "recommended": [ "10856", "10894", "3994", "1824", "247", "10383", "7488", "10162", "7654", "9746" ] }
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": [ "10035", "10856", "8600", "11352", "11515", "7571", "7845", "11138", "4512", "6023", "9925", "11709", "5049", "10062", "11506", "2", "3984", "5796", "7892", "11737", "5594", "11282", "181", "5409", "8830", "9455", "2888", "3051", "6725", "9228", "6496", "5058", "733", "6831", "8281", "5473", "5988", "3034", "1296", "938", "2696", "780", "3134", "2276", "1600", "11466", "424", "3075", "1104", "9541" ], "interaction": [ { "item": "6727", "sentiment": "Strong Positive" }, { "item": "8569", "sentiment": "Strong Negative" }, { "item": "10511", "sentiment": "Strong Negative" }, { "item": "10996", "sentiment": "Strong Negative" }, { "item": "11138", "sentiment": "Strong Positive" } ], "user_id": "28" }
{ "recommended": [ "11138", "10035", "10856", "8600", "11352", "11515", "7571", "7845", "4512", "6023" ] }
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": [ "10003", "8991", "9579", "9403", "1670", "3941", "6675", "8083", "5404", "4472", "10942", "6668", "5203", "5622", "5799", "739", "6991", "10867", "4133", "4167", "10927", "8300", "12", "11112", "890", "11201", "2943", "3513", "736", "7887", "7282", "313", "10426", "2574", "4562", "8982", "6782", "2230", "6018", "10090", "53", "4661", "4773", "8299", "10844", "737", "5750", "7669", "636", "10304" ], "interaction": [ { "item": "5040", "sentiment": "Strong Positive" }, { "item": "1824", "sentiment": "Strong Positive" }, { "item": "3404", "sentiment": "Neutral" }, { "item": "4733", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "10003", "sentiment": "Strong Positive" }, { "item": "10942", "sentiment": "Strong Positive" } ], "user_id": "29" }
{ "recommended": [ "10942", "10003", "8991", "9579", "9403", "1670", "3941", "6675", "8083", "5404" ] }
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": [ "9746", "216", "268", "8201", "4691", "7959", "4101", "165", "8065", "8969", "5820", "784", "1944", "11880", "7824", "792", "8779", "7443", "388", "3435", "7745", "5598", "7496", "3617", "11625", "8315", "380", "9929", "10155", "627", "3906", "10571", "2725", "5043", "1556", "502", "10440", "339", "281", "6994", "6698", "8782", "2421", "9713", "5457", "8122", "11412", "10095", "1262", "4269" ], "interaction": [ { "item": "6903", "sentiment": "Neutral" }, { "item": "6993", "sentiment": "Strong Positive" }, { "item": "8471", "sentiment": "Strong Positive" }, { "item": "6944", "sentiment": "Strong Positive" }, { "item": "2847", "sentiment": "Strong Positive" }, { "item": "688", "sentiment": "Strong Positive" }, { "item": "6251", "sentiment": "Neutral" }, { "item": "7117", "sentiment": "Strong Positive" }, { "item": "9031", "sentiment": "Strong Positive" }, { "item": "9947", "sentiment": "Strong Positive" }, { "item": "10545", "sentiment": "Strong Positive" }, { "item": "185", "sentiment": "Strong Positive" }, { "item": "360", "sentiment": "Strong Positive" }, { "item": "6311", "sentiment": "Strong Positive" }, { "item": "4563", "sentiment": "Neutral" }, { "item": "8122", "sentiment": "Strong Positive" } ], "user_id": "30" }
{ "recommended": [ "8122", "9746", "216", "268", "8201", "4691", "7959", "4101", "165", "8065" ] }
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": [ "7821", "7119", "6958", "7950", "10022", "7560", "6063", "3130", "6310", "5265", "788", "5660", "940", "11662", "619", "4931", "8292", "822", "9018", "3343", "11135", "9747", "9030", "7590", "6777", "10215", "9498", "11536", "4854", "2081", "805", "2265", "3635", "2372", "7118", "11640", "5126", "1269", "2570", "3535", "1292", "4248", "1850", "8032", "11648", "10247", "246", "2307", "9009", "7616" ], "interaction": [ { "item": "9229", "sentiment": "Strong Positive" }, { "item": "6334", "sentiment": "Strong Positive" }, { "item": "1880", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Neutral" }, { "item": "5194", "sentiment": "Strong Positive" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9534", "sentiment": "Strong Positive" } ], "user_id": "31" }
{ "recommended": [ "7821", "7119", "6958", "7950", "10022", "7560", "6063", "3130", "6310", "5265" ] }
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": [ "1519", "5797", "2640", "7044", "7333", "8202", "3258", "1118", "1935", "3747", "11376", "3309", "5184", "8103", "5852", "10899", "2617", "4146", "5196", "11288", "2447", "9234", "9435", "8521", "5920", "5549", "7367", "101", "8739", "10698", "10777", "2709", "869", "9462", "1657", "7020", "2111", "1656", "10653", "273", "8575", "3399", "10472", "2793", "8121", "653", "9178", "5711", "748", "3705" ], "interaction": [ { "item": "2245", "sentiment": "Strong Positive" }, { "item": "3803", "sentiment": "Strong Positive" }, { "item": "10239", "sentiment": "Strong Positive" }, { "item": "10778", "sentiment": "Strong Negative" }, { "item": "642", "sentiment": "Strong Positive" }, { "item": "6678", "sentiment": "Strong Positive" }, { "item": "7248", "sentiment": "Strong Positive" }, { "item": "9401", "sentiment": "Strong Positive" } ], "user_id": "32" }
{ "recommended": [ "1519", "5797", "2640", "7044", "7333", "8202", "3258", "1118", "1935", "3747" ] }
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": [ "8824", "6310", "7012", "2967", "7454", "7896", "11523", "7651", "7087", "10619", "7167", "8380", "7246", "9164", "703", "6882", "5435", "9189", "9615", "7041", "2061", "11515", "6860", "10905", "7699", "5104", "11695", "9504", "4084", "4304", "8622", "5856", "9599", "4499", "2218", "6801", "7607", "10019", "2316", "6142", "9886", "4971", "10789", "1716", "11090", "5652", "1904", "4105", "1983", "8899" ], "interaction": [ { "item": "3143", "sentiment": "Strong Positive" }, { "item": "407", "sentiment": "Strong Positive" }, { "item": "2309", "sentiment": "Strong Positive" }, { "item": "4065", "sentiment": "Strong Positive" }, { "item": "6801", "sentiment": "Strong Positive" } ], "user_id": "33" }
{ "recommended": [ "6801", "8824", "6310", "7012", "2967", "7454", "7896", "11523", "7651", "7087" ] }
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": [ "7588", "1213", "4237", "3479", "180", "9744", "71", "10896", "3543", "2316", "8002", "7817", "3147", "652", "8569", "2051", "10790", "11376", "3655", "4277", "5907", "5029", "8715", "9351", "4169", "3010", "10676", "7359", "11374", "3836", "3343", "3297", "8849", "5803", "11071", "1189", "3062", "1467", "2069", "8292", "11068", "3698", "6899", "11491", "9884", "2511", "6641", "11209", "9798", "6332" ], "interaction": [ { "item": "5306", "sentiment": "Negative" }, { "item": "24", "sentiment": "Strong Positive" }, { "item": "10454", "sentiment": "Strong Positive" }, { "item": "926", "sentiment": "Neutral" }, { "item": "1990", "sentiment": "Strong Positive" } ], "user_id": "34" }
{ "recommended": [ "7588", "1213", "4237", "3479", "180", "9744", "71", "10896", "3543", "2316" ] }
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": [ "3851", "9201", "2322", "2758", "7496", "5108", "9338", "6258", "7588", "5170", "1078", "2985", "3801", "3091", "8807", "3566", "556", "7220", "8421", "5947", "9723", "184", "2562", "2390", "3723", "11381", "630", "4833", "3297", "7321", "11466", "9731", "2011", "7768", "597", "8840", "8598", "2216", "10575", "4408", "11714", "6365", "1516", "6784", "4956", "2596", "4460", "1038", "7314", "9129" ], "interaction": [ { "item": "467", "sentiment": "Strong Positive" }, { "item": "491", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "4310", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "8218", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "8485", "sentiment": "Positive" } ], "user_id": "35" }
{ "recommended": [ "3851", "9201", "2322", "2758", "7496", "5108", "9338", "6258", "7588", "5170" ] }
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": [ "11820", "11817", "1905", "1646", "11648", "120", "3347", "9474", "1934", "10697", "11256", "10522", "4590", "3541", "407", "916", "1309", "2243", "7454", "103", "3134", "4505", "10750", "8937", "10987", "4004", "9979", "11996", "12060", "4579", "7425", "7636", "8213", "5145", "9092", "3442", "10270", "10396", "5606", "11017", "11175", "4986", "8643", "4044", "11094", "8214", "7316", "1014", "2487", "7495" ], "interaction": [ { "item": "3878", "sentiment": "Neutral" }, { "item": "4653", "sentiment": "Strong Positive" }, { "item": "5511", "sentiment": "Strong Positive" }, { "item": "5967", "sentiment": "Strong Positive" }, { "item": "6116", "sentiment": "Strong Positive" }, { "item": "2270", "sentiment": "Neutral" }, { "item": "6003", "sentiment": "Neutral" }, { "item": "6434", "sentiment": "Neutral" }, { "item": "4483", "sentiment": "Strong Positive" }, { "item": "8559", "sentiment": "Neutral" }, { "item": "8730", "sentiment": "Strong Positive" }, { "item": "9456", "sentiment": "Strong Positive" }, { "item": "9460", "sentiment": "Strong Positive" }, { "item": "9592", "sentiment": "Neutral" }, { "item": "8644", "sentiment": "Neutral" }, { "item": "9884", "sentiment": "Neutral" }, { "item": "9251", "sentiment": "Strong Negative" }, { "item": "2619", "sentiment": "Strong Negative" }, { "item": "2620", "sentiment": "Neutral" }, { "item": "9253", "sentiment": "Neutral" }, { "item": "2617", "sentiment": "Neutral" }, { "item": "2618", "sentiment": "Neutral" }, { "item": "4439", "sentiment": "Neutral" }, { "item": "9250", "sentiment": "Strong Negative" }, { "item": "10670", "sentiment": "Neutral" }, { "item": "10698", "sentiment": "Strong Negative" }, { "item": "10702", "sentiment": "Neutral" }, { "item": "3714", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10808", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Neutral" }, { "item": "10373", "sentiment": "Neutral" }, { "item": "10374", "sentiment": "Strong Negative" }, { "item": "5091", "sentiment": "Neutral" }, { "item": "5092", "sentiment": "Strong Negative" }, { "item": "6389", "sentiment": "Strong Negative" }, { "item": "5090", "sentiment": "Neutral" }, { "item": "5093", "sentiment": "Strong Negative" }, { "item": "10757", "sentiment": "Neutral" }, { "item": "2054", "sentiment": "Strong Negative" }, { "item": "2311", "sentiment": "Positive" }, { "item": "11811", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11778", "sentiment": "Neutral" }, { "item": "6435", "sentiment": "Neutral" }, { "item": "11735", "sentiment": "Neutral" }, { "item": "11903", "sentiment": "Strong Positive" }, { "item": "11764", "sentiment": "Strong Positive" }, { "item": "2733", "sentiment": "Neutral" }, { "item": "12026", "sentiment": "Neutral" }, { "item": "11820", "sentiment": "Neutral" } ], "user_id": "36" }
{ "recommended": [ "11820", "11817", "1905", "1646", "11648", "120", "3347", "9474", "1934", "10697" ] }
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": [ "11269", "6452", "10774", "11205", "10130", "20", "6868", "7973", "2765", "5589", "9351", "64", "4031", "2919", "9498", "7827", "5570", "4894", "9453", "2509", "8294", "5421", "6568", "4697", "4319", "9909", "7000", "8440", "3772", "7602", "2972", "9177", "4310", "11149", "1009", "5746", "9981", "6872", "1815", "1862", "4274", "11807", "10625", "3136", "6569", "10098", "10142", "10458", "11722", "6182" ], "interaction": [ { "item": "2925", "sentiment": "Strong Positive" }, { "item": "7818", "sentiment": "Strong Negative" }, { "item": "3114", "sentiment": "Strong Negative" }, { "item": "3704", "sentiment": "Neutral" }, { "item": "4697", "sentiment": "Strong Positive" } ], "user_id": "37" }
{ "recommended": [ "4697", "11269", "6452", "10774", "11205", "10130", "20", "6868", "7973", "2765" ] }
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": [ "7419", "7993", "3694", "10755", "10480", "11035", "5590", "10566", "10149", "11370", "6659", "435", "6331", "6678", "6553", "4961", "10300", "10477", "5035", "5626", "9599", "1229", "762", "6058", "1976", "6441", "194", "7366", "3576", "9784", "9034", "2011", "4928", "2698", "10521", "1580", "11916", "1555", "2803", "7137", "9002", "6074", "5888", "8239", "9353", "3065", "7572", "5046", "1030", "1714" ], "interaction": [ { "item": "6849", "sentiment": "Neutral" }, { "item": "8559", "sentiment": "Strong Negative" }, { "item": "9585", "sentiment": "Strong Negative" }, { "item": "9590", "sentiment": "Strong Negative" }, { "item": "9592", "sentiment": "Strong Positive" }, { "item": "10528", "sentiment": "Neutral" }, { "item": "10561", "sentiment": "Neutral" }, { "item": "3715", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "10917", "sentiment": "Strong Negative" }, { "item": "10558", "sentiment": "Strong Positive" }, { "item": "11904", "sentiment": "Strong Negative" }, { "item": "10727", "sentiment": "Strong Positive" }, { "item": "11615", "sentiment": "Strong Positive" }, { "item": "3604", "sentiment": "Strong Positive" }, { "item": "7136", "sentiment": "Strong Positive" }, { "item": "9784", "sentiment": "Neutral" } ], "user_id": "38" }
{ "recommended": [ "9784", "7419", "7993", "3694", "10755", "10480", "11035", "5590", "10566", "10149" ] }
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", "10136", "8858", "9884", "10479", "6041", "3423", "2703", "4795", "4070", "10178", "7734", "11374", "6829", "11330", "6562", "4321", "10602", "6872", "360", "5915", "4430", "1335", "6655", "11703", "2137", "7811", "768", "6057", "11878", "11734", "7199", "4632", "7515", "9169", "7505", "5114", "8392", "4944", "10769", "4678", "4921", "8148", "396", "7764", "359", "5420", "8339", "1998", "11388" ], "interaction": [ { "item": "5186", "sentiment": "Strong Positive" }, { "item": "5325", "sentiment": "Neutral" }, { "item": "5326", "sentiment": "Strong Positive" }, { "item": "5394", "sentiment": "Strong Positive" }, { "item": "6495", "sentiment": "Neutral" }, { "item": "7724", "sentiment": "Strong Positive" }, { "item": "5802", "sentiment": "Strong Positive" }, { "item": "6032", "sentiment": "Strong Positive" }, { "item": "7652", "sentiment": "Strong Positive" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "39" }
{ "recommended": [ "8969", "10136", "8858", "9884", "10479", "6041", "3423", "2703", "4795", "4070" ] }
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", "10618", "11273", "9841", "8615", "3907", "11141", "9759", "3073", "11051", "5500", "6641", "10168", "267", "7316", "4526", "10803", "840", "7723", "8435", "11293", "10315", "210", "283", "8814", "6966", "2722", "9968", "9480", "4767", "8599", "2993", "2644", "1989", "7142", "798", "652", "7245", "679", "11816", "127", "5201", "8233", "9716", "3373", "295", "6830", "780", "7442", "6002" ], "interaction": [ { "item": "9735", "sentiment": "Strong Positive" }, { "item": "10004", "sentiment": "Strong Positive" }, { "item": "5519", "sentiment": "Strong Positive" }, { "item": "8967", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "40" }
{ "recommended": [ "8969", "10618", "11273", "9841", "8615", "3907", "11141", "9759", "3073", "11051" ] }
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": [ "6203", "10246", "7774", "3131", "2895", "879", "703", "4681", "4779", "936", "10538", "1394", "2399", "2236", "4392", "7642", "3196", "1694", "4081", "4181", "6848", "1129", "575", "2557", "3609", "3601", "9398", "6426", "5952", "9387", "3533", "9103", "674", "2661", "5340", "7887", "4831", "832", "4633", "8351", "6942", "8824", "1954", "2854", "176", "6122", "4269", "1294", "7576", "2380" ], "interaction": [ { "item": "2464", "sentiment": "Strong Positive" }, { "item": "6858", "sentiment": "Strong Negative" }, { "item": "6862", "sentiment": "Strong Negative" }, { "item": "6865", "sentiment": "Strong Negative" }, { "item": "9387", "sentiment": "Neutral" } ], "user_id": "41" }
{ "recommended": [ "9387", "6203", "10246", "7774", "3131", "2895", "879", "703", "4681", "4779" ] }
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": [ "8480", "10487", "6772", "9123", "2100", "7044", "4640", "8999", "819", "3222", "28", "9688", "1633", "4499", "7728", "5737", "3465", "7550", "9913", "7561", "5056", "7384", "2910", "9413", "8055", "113", "2809", "6470", "1896", "7087", "3663", "4576", "6743", "7081", "11482", "9265", "2227", "6882", "193", "2870", "6468", "3480", "6659", "11317", "685", "10711", "10611", "10933", "9690", "2372" ], "interaction": [ { "item": "5522", "sentiment": "Strong Positive" }, { "item": "2513", "sentiment": "Strong Positive" }, { "item": "5023", "sentiment": "Strong Positive" }, { "item": "6397", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" }, { "item": "9688", "sentiment": "Strong Positive" } ], "user_id": "42" }
{ "recommended": [ "9688", "8480", "10487", "6772", "9123", "2100", "7044", "4640", "8999", "819" ] }
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": [ "10864", "6325", "11004", "5492", "4735", "9077", "11808", "6810", "10166", "3844", "11341", "8984", "10510", "10000", "11506", "11051", "11375", "8348", "58", "918", "5796", "4454", "51", "11466", "5171", "5974", "6012", "1801", "8856", "1414", "8316", "7906", "9482", "7253", "2464", "12043", "7241", "5584", "5872", "12053", "7838", "11962", "2885", "9442", "3170", "5096", "750", "6421", "10098", "11261" ], "interaction": [ { "item": "5977", "sentiment": "Strong Positive" }, { "item": "5987", "sentiment": "Strong Positive" }, { "item": "9034", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11186", "sentiment": "Strong Positive" }, { "item": "4549", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "9077", "sentiment": "Strong Positive" } ], "user_id": "43" }
{ "recommended": [ "9077", "10864", "6325", "11004", "5492", "4735", "11808", "6810", "10166", "3844" ] }
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": [ "9491", "2096", "10746", "9038", "8737", "6325", "3623", "3209", "458", "8700", "8980", "6399", "7492", "4319", "8711", "10589", "7131", "593", "353", "9595", "11443", "4544", "6382", "2482", "6461", "150", "818", "8918", "4330", "3549", "9099", "4905", "11698", "2847", "3300", "11892", "9244", "11998", "4690", "5755", "4571", "4550", "5693", "3427", "8882", "6995", "8998", "10952", "11794", "7076" ], "interaction": [ { "item": "893", "sentiment": "Strong Positive" }, { "item": "11411", "sentiment": "Strong Positive" }, { "item": "8635", "sentiment": "Strong Positive" }, { "item": "3563", "sentiment": "Neutral" }, { "item": "5132", "sentiment": "Strong Positive" }, { "item": "8150", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "11249", "sentiment": "Strong Positive" }, { "item": "10435", "sentiment": "Strong Positive" }, { "item": "2038", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Positive" }, { "item": "8227", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Strong Positive" } ], "user_id": "44" }
{ "recommended": [ "6461", "9491", "2096", "10746", "9038", "8737", "6325", "3623", "3209", "458" ] }
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": [ "4015", "126", "3181", "6536", "8086", "1489", "3737", "6484", "2217", "2674", "233", "4678", "9373", "10607", "3708", "6533", "9674", "8997", "6454", "208", "9756", "9591", "5158", "5383", "5920", "11058", "10043", "5011", "3324", "1203", "2800", "1930", "12091", "2921", "1792", "922", "5985", "6902", "6996", "6541", "3534", "10485", "6692", "6667", "9420", "8079", "5402", "11007", "1014", "5050" ], "interaction": [ { "item": "2308", "sentiment": "Strong Positive" }, { "item": "327", "sentiment": "Strong Positive" }, { "item": "11082", "sentiment": "Strong Positive" }, { "item": "12001", "sentiment": "Strong Positive" }, { "item": "1904", "sentiment": "Strong Positive" }, { "item": "5170", "sentiment": "Strong Positive" }, { "item": "6360", "sentiment": "Strong Positive" }, { "item": "10464", "sentiment": "Strong Positive" } ], "user_id": "45" }
{ "recommended": [ "4015", "126", "3181", "6536", "8086", "1489", "3737", "6484", "2217", "2674" ] }
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": [ "537", "1562", "11816", "1454", "602", "7747", "9007", "11670", "2210", "10480", "1735", "9498", "1290", "417", "2363", "6402", "5833", "7063", "12088", "4611", "11106", "205", "4675", "1118", "9195", "8233", "11703", "5611", "11682", "2383", "1994", "3352", "8345", "3466", "7989", "11817", "829", "11646", "7614", "4056", "8376", "10763", "474", "11585", "11836", "11697", "1380", "3424", "1218", "4273" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "3897", "sentiment": "Strong Positive" }, { "item": "6804", "sentiment": "Strong Positive" }, { "item": "6807", "sentiment": "Strong Positive" }, { "item": "537", "sentiment": "Neutral" } ], "user_id": "46" }
{ "recommended": [ "537", "1562", "11816", "1454", "602", "7747", "9007", "11670", "2210", "10480" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12066", "11808", "11878", "408", "10266", "5430", "3879", "11264", "8043", "12071", "7022", "11538", "1636", "9580", "1240", "9465", "8632", "4450", "85", "1660", "7141", "9864", "6147", "10168", "9360", "5646", "715", "1447", "3905", "6037", "9044", "8117", "2621", "1503", "11967", "2327", "1657", "5671", "9303", "7108", "5086", "84", "1776", "5231", "6198", "9082", "486", "9685", "8336", "1737" ], "interaction": [ { "item": "11651", "sentiment": "Strong Positive" }, { "item": "11939", "sentiment": "Strong Positive" }, { "item": "11874", "sentiment": "Strong Positive" }, { "item": "11791", "sentiment": "Strong Positive" }, { "item": "12066", "sentiment": "Strong Positive" } ], "user_id": "47" }
{ "recommended": [ "12066", "11808", "11878", "408", "10266", "5430", "3879", "11264", "8043", "12071" ] }
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": [ "10188", "10065", "8027", "9001", "7488", "11067", "9490", "8090", "11600", "4911", "10853", "9795", "4231", "10252", "10821", "9676", "215", "11053", "4016", "5762", "11112", "7261", "1459", "8375", "8720", "5736", "10709", "2445", "8814", "5466", "6991", "11139", "12033", "9082", "4720", "622", "7572", "11135", "1309", "7145", "7516", "6337", "11867", "6998", "306", "9964", "7764", "4997", "9275", "1156" ], "interaction": [ { "item": "4880", "sentiment": "Positive" }, { "item": "664", "sentiment": "Strong Positive" }, { "item": "727", "sentiment": "Neutral" }, { "item": "9763", "sentiment": "Neutral" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "9369", "sentiment": "Strong Positive" }, { "item": "9620", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Strong Negative" }, { "item": "8851", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "3426", "sentiment": "Strong Negative" }, { "item": "8099", "sentiment": "Positive" }, { "item": "8150", "sentiment": "Neutral" }, { "item": "9110", "sentiment": "Strong Positive" }, { "item": "9836", "sentiment": "Strong Positive" }, { "item": "9853", "sentiment": "Strong Positive" }, { "item": "10000", "sentiment": "Strong Positive" }, { "item": "10134", "sentiment": "Strong Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "10178", "sentiment": "Strong Negative" }, { "item": "10223", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11141", "sentiment": "Strong Positive" }, { "item": "11447", "sentiment": "Strong Positive" }, { "item": "5578", "sentiment": "Strong Positive" }, { "item": "11005", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "9279", "sentiment": "Strong Positive" }, { "item": "10746", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "11600", "sentiment": "Strong Positive" } ], "user_id": "48" }
{ "recommended": [ "11600", "10188", "10065", "8027", "9001", "7488", "11067", "9490", "8090", "4911" ] }
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": [ "11801", "6273", "847", "2899", "9317", "9325", "4483", "10275", "133", "9768", "5988", "4051", "4046", "2460", "1854", "3197", "293", "2720", "8155", "11955", "6840", "543", "10946", "7653", "6966", "5666", "3471", "7409", "4514", "417", "5199", "7827", "5766", "494", "8557", "815", "6259", "3740", "4460", "3584", "3310", "1907", "6739", "4518", "8062", "5103", "7723", "6355", "5807", "5318" ], "interaction": [ { "item": "917", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Strong Negative" }, { "item": "2045", "sentiment": "Strong Negative" }, { "item": "3081", "sentiment": "Strong Positive" }, { "item": "4263", "sentiment": "Strong Negative" }, { "item": "6388", "sentiment": "Strong Negative" }, { "item": "9083", "sentiment": "Strong Positive" }, { "item": "9088", "sentiment": "Strong Negative" }, { "item": "10335", "sentiment": "Strong Positive" }, { "item": "10356", "sentiment": "Strong Negative" }, { "item": "10865", "sentiment": "Strong Positive" }, { "item": "55", "sentiment": "Strong Positive" }, { "item": "8562", "sentiment": "Strong Negative" }, { "item": "3163", "sentiment": "Strong Positive" }, { "item": "3433", "sentiment": "Strong Positive" }, { "item": "1254", "sentiment": "Strong Positive" }, { "item": "3928", "sentiment": "Strong Positive" }, { "item": "3071", "sentiment": "Strong Negative" }, { "item": "10667", "sentiment": "Strong Negative" }, { "item": "8807", "sentiment": "Neutral" }, { "item": "4661", "sentiment": "Strong Negative" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" }, { "item": "1854", "sentiment": "Neutral" } ], "user_id": "49" }
{ "recommended": [ "1854", "11801", "6273", "847", "2899", "9317", "9325", "4483", "10275", "133" ] }
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": [ "5172", "659", "353", "7488", "2450", "5514", "7367", "6530", "694", "6801", "6717", "3516", "10062", "3101", "2100", "4418", "10428", "734", "12024", "4197", "8027", "3292", "1021", "9584", "8180", "7518", "3697", "2198", "5347", "9980", "9882", "5749", "9364", "3258", "4998", "4567", "6933", "5397", "1836", "7513", "2320", "9093", "6810", "3627", "811", "10792", "8389", "9857", "6742", "5821" ], "interaction": [ { "item": "3013", "sentiment": "Strong Positive" }, { "item": "9244", "sentiment": "Strong Positive" }, { "item": "1690", "sentiment": "Strong Positive" }, { "item": "2423", "sentiment": "Strong Positive" }, { "item": "10428", "sentiment": "Strong Positive" } ], "user_id": "50" }
{ "recommended": [ "10428", "5172", "659", "353", "7488", "2450", "5514", "7367", "6530", "694" ] }
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": [ "5007", "4012", "6926", "6275", "7982", "10745", "6060", "7712", "2460", "3261", "5421", "9266", "8930", "9164", "6158", "4508", "3400", "10373", "909", "2112", "8202", "398", "3699", "1431", "2377", "573", "2881", "2666", "4356", "8286", "11403", "507", "5176", "6657", "4075", "4974", "9312", "7019", "1544", "8888", "10896", "6816", "8945", "2053", "7324", "6339", "10738", "3136", "2038", "383" ], "interaction": [ { "item": "2577", "sentiment": "Strong Positive" }, { "item": "53", "sentiment": "Negative" }, { "item": "485", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "4712", "sentiment": "Strong Positive" }, { "item": "8035", "sentiment": "Neutral" } ], "user_id": "51" }
{ "recommended": [ "5007", "4012", "6926", "6275", "7982", "10745", "6060", "7712", "2460", "3261" ] }
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": [ "9826", "11283", "2440", "5412", "1248", "1797", "9770", "9347", "9778", "8275", "511", "4541", "6260", "7355", "2012", "4465", "6076", "2298", "7568", "4703", "6048", "2017", "2002", "8962", "4647", "5126", "7151", "5822", "2287", "4737", "359", "11972", "3039", "4760", "4897", "2682", "5808", "5882", "5837", "5357", "1408", "6446", "10230", "6799", "2444", "11767", "2616", "867", "3777", "7504" ], "interaction": [ { "item": "1734", "sentiment": "Strong Positive" }, { "item": "2933", "sentiment": "Strong Positive" }, { "item": "4180", "sentiment": "Strong Negative" }, { "item": "1492", "sentiment": "Neutral" }, { "item": "6142", "sentiment": "Negative" }, { "item": "10995", "sentiment": "Strong Positive" }, { "item": "10436", "sentiment": "Neutral" }, { "item": "595", "sentiment": "Strong Positive" }, { "item": "11554", "sentiment": "Strong Negative" }, { "item": "3663", "sentiment": "Neutral" }, { "item": "11060", "sentiment": "Strong Positive" } ], "user_id": "52" }
{ "recommended": [ "9826", "11283", "2440", "5412", "1248", "1797", "9770", "9347", "9778", "8275" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8766", "6259", "7389", "6677", "5954", "2940", "11856", "7218", "4538", "5317", "5098", "5890", "11586", "7818", "7959", "6260", "5267", "11513", "2330", "5043", "6175", "6545", "2092", "890", "11882", "11415", "1062", "11542", "5702", "10054", "10589", "12042", "6969", "11079", "2230", "5313", "2737", "2545", "5952", "8411", "1582", "7584", "12007", "1006", "397", "9068", "10717", "3395", "10436", "5997" ], "interaction": [ { "item": "772", "sentiment": "Strong Positive" }, { "item": "1930", "sentiment": "Strong Positive" }, { "item": "2639", "sentiment": "Positive" }, { "item": "3927", "sentiment": "Positive" }, { "item": "2501", "sentiment": "Strong Negative" }, { "item": "9568", "sentiment": "Negative" }, { "item": "7218", "sentiment": "Strong Negative" } ], "user_id": "53" }
{ "recommended": [ "7218", "8766", "6259", "7389", "6677", "5954", "2940", "11856", "4538", "5317" ] }
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": [ "8824", "8647", "6294", "10405", "2890", "9488", "209", "10938", "1315", "11040", "11853", "7536", "10116", "8689", "9342", "2653", "5517", "4248", "8767", "57", "11226", "2630", "11154", "9044", "3810", "10710", "4219", "10769", "11832", "8197", "9578", "3633", "3465", "11529", "1669", "7270", "7952", "10897", "5639", "5351", "5269", "2425", "6860", "6497", "9083", "3732", "4500", "4102", "9710", "7621" ], "interaction": [ { "item": "341", "sentiment": "Strong Positive" }, { "item": "8279", "sentiment": "Strong Positive" }, { "item": "2440", "sentiment": "Strong Positive" }, { "item": "5257", "sentiment": "Strong Positive" }, { "item": "6086", "sentiment": "Strong Positive" }, { "item": "8234", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "8647", "sentiment": "Strong Positive" } ], "user_id": "54" }
{ "recommended": [ "8647", "8824", "6294", "10405", "2890", "9488", "209", "10938", "1315", "11040" ] }
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": [ "7238", "7416", "477", "3944", "28", "10864", "5188", "44", "2152", "7307", "10273", "7771", "4635", "1260", "1214", "3718", "4713", "2236", "501", "9891", "1743", "6585", "3603", "1078", "10812", "11451", "3467", "7095", "5668", "11098", "3714", "7655", "9161", "6743", "1393", "6370", "9560", "5355", "4449", "3917", "8101", "917", "7005", "3777", "9350", "89", "6239", "606", "11898", "8974" ], "interaction": [ { "item": "4169", "sentiment": "Strong Positive" }, { "item": "3358", "sentiment": "Strong Positive" }, { "item": "6328", "sentiment": "Negative" }, { "item": "7419", "sentiment": "Neutral" }, { "item": "3421", "sentiment": "Positive" }, { "item": "6953", "sentiment": "Strong Positive" }, { "item": "8575", "sentiment": "Strong Positive" }, { "item": "9600", "sentiment": "Strong Positive" }, { "item": "5106", "sentiment": "Strong Positive" }, { "item": "5107", "sentiment": "Strong Positive" }, { "item": "5188", "sentiment": "Strong Positive" } ], "user_id": "55" }
{ "recommended": [ "5188", "7238", "7416", "477", "3944", "28", "10864", "44", "2152", "7307" ] }
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": [ "11304", "11679", "7840", "1419", "11473", "3297", "6813", "1043", "3237", "9974", "3603", "6717", "5133", "8476", "3186", "11151", "11898", "1880", "7856", "5475", "6425", "6875", "2224", "5992", "848", "12048", "2587", "1030", "10789", "7795", "918", "11625", "6743", "944", "9797", "11023", "10575", "7", "2369", "4031", "3830", "3256", "1189", "3750", "4261", "7882", "3810", "2835", "6946", "126" ], "interaction": [ { "item": "6484", "sentiment": "Strong Positive" }, { "item": "7317", "sentiment": "Strong Positive" }, { "item": "7614", "sentiment": "Strong Positive" }, { "item": "5533", "sentiment": "Positive" }, { "item": "2175", "sentiment": "Neutral" }, { "item": "6458", "sentiment": "Strong Positive" }, { "item": "7479", "sentiment": "Strong Positive" }, { "item": "3113", "sentiment": "Neutral" }, { "item": "8416", "sentiment": "Strong Positive" }, { "item": "7972", "sentiment": "Strong Positive" }, { "item": "9292", "sentiment": "Strong Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Negative" }, { "item": "5858", "sentiment": "Strong Positive" }, { "item": "10055", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "4665", "sentiment": "Strong Positive" }, { "item": "3463", "sentiment": "Strong Positive" }, { "item": "6523", "sentiment": "Strong Positive" }, { "item": "253", "sentiment": "Strong Positive" }, { "item": "555", "sentiment": "Strong Positive" }, { "item": "3018", "sentiment": "Strong Positive" }, { "item": "8737", "sentiment": "Strong Positive" }, { "item": "1544", "sentiment": "Negative" }, { "item": "2549", "sentiment": "Strong Positive" }, { "item": "10416", "sentiment": "Strong Positive" }, { "item": "8346", "sentiment": "Strong Positive" }, { "item": "4672", "sentiment": "Positive" }, { "item": "8738", "sentiment": "Strong Positive" }, { "item": "10731", "sentiment": "Strong Positive" }, { "item": "10827", "sentiment": "Strong Negative" }, { "item": "11248", "sentiment": "Strong Negative" }, { "item": "1468", "sentiment": "Strong Positive" }, { "item": "3602", "sentiment": "Strong Positive" }, { "item": "4955", "sentiment": "Strong Positive" }, { "item": "5843", "sentiment": "Neutral" }, { "item": "6486", "sentiment": "Strong Positive" }, { "item": "3594", "sentiment": "Strong Negative" }, { "item": "6462", "sentiment": "Strong Positive" }, { "item": "6465", "sentiment": "Strong Positive" }, { "item": "6487", "sentiment": "Strong Positive" }, { "item": "6973", "sentiment": "Strong Positive" }, { "item": "6403", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Positive" }, { "item": "6616", "sentiment": "Strong Positive" }, { "item": "7459", "sentiment": "Negative" }, { "item": "11923", "sentiment": "Strong Positive" }, { "item": "11894", "sentiment": "Neutral" }, { "item": "868", "sentiment": "Positive" }, { "item": "6858", "sentiment": "Strong Positive" }, { "item": "10839", "sentiment": "Strong Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" } ], "user_id": "56" }
{ "recommended": [ "6946", "11304", "11679", "7840", "1419", "11473", "3297", "6813", "1043", "3237" ] }
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": [ "1819", "10811", "4282", "1139", "3101", "9219", "139", "6393", "8385", "11703", "2877", "10163", "7101", "9963", "6835", "207", "1912", "6860", "3344", "5034", "7568", "11282", "10021", "11858", "951", "3991", "4075", "9549", "7048", "4211", "3730", "8802", "9030", "6178", "6555", "3382", "3272", "932", "7093", "11548", "9507", "313", "8598", "431", "11880", "8870", "367", "2471", "10039", "3257" ], "interaction": [ { "item": "688", "sentiment": "Strong Positive" }, { "item": "739", "sentiment": "Neutral" }, { "item": "3848", "sentiment": "Strong Positive" }, { "item": "5293", "sentiment": "Neutral" }, { "item": "7512", "sentiment": "Strong Positive" } ], "user_id": "57" }
{ "recommended": [ "1819", "10811", "4282", "1139", "3101", "9219", "139", "6393", "8385", "11703" ] }
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": [ "5192", "3439", "241", "6824", "6757", "7568", "1713", "4678", "6325", "1915", "2568", "5983", "187", "10579", "2521", "6394", "6594", "5809", "2422", "5714", "7", "4034", "1441", "3773", "1299", "1759", "7991", "5932", "6418", "3740", "1619", "7292", "1634", "162", "11402", "4544", "4523", "10248", "725", "10765", "3451", "11803", "8897", "6624", "7362", "6476", "2228", "6918", "7653", "6524" ], "interaction": [ { "item": "4023", "sentiment": "Strong Positive" }, { "item": "2898", "sentiment": "Strong Positive" }, { "item": "6149", "sentiment": "Strong Positive" }, { "item": "5197", "sentiment": "Strong Negative" }, { "item": "1915", "sentiment": "Strong Positive" } ], "user_id": "58" }
{ "recommended": [ "1915", "5192", "3439", "241", "6824", "6757", "7568", "1713", "4678", "6325" ] }
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": [ "5926", "1190", "4212", "6530", "9787", "2678", "1646", "4463", "8673", "2925", "8575", "8998", "3867", "7049", "4235", "686", "7824", "3994", "847", "4773", "7865", "4085", "543", "870", "8610", "5799", "11121", "6446", "4887", "1543", "6905", "1788", "9547", "2267", "4239", "7628", "3629", "2230", "6793", "3682", "6823", "3910", "9449", "3098", "9121", "3133", "8242", "1960", "6136", "5477" ], "interaction": [ { "item": "2722", "sentiment": "Strong Positive" }, { "item": "6208", "sentiment": "Strong Positive" }, { "item": "6700", "sentiment": "Negative" }, { "item": "7003", "sentiment": "Strong Positive" }, { "item": "7937", "sentiment": "Strong Positive" }, { "item": "199", "sentiment": "Strong Positive" }, { "item": "5384", "sentiment": "Strong Positive" }, { "item": "1464", "sentiment": "Strong Positive" }, { "item": "330", "sentiment": "Strong Positive" }, { "item": "5535", "sentiment": "Neutral" }, { "item": "3209", "sentiment": "Strong Positive" }, { "item": "2925", "sentiment": "Strong Positive" } ], "user_id": "59" }
{ "recommended": [ "2925", "5926", "1190", "4212", "6530", "9787", "2678", "1646", "4463", "8673" ] }
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": [ "653", "7039", "71", "120", "5033", "2833", "7009", "4186", "5732", "5237", "2745", "9499", "9199", "4465", "7961", "8372", "2228", "8", "2650", "2156", "5046", "10039", "9223", "2898", "85", "342", "5164", "7437", "11817", "188", "3429", "5903", "70", "413", "2316", "7507", "4547", "2347", "11121", "4627", "11145", "8050", "6693", "851", "2065", "5407", "3553", "9767", "2438", "4914" ], "interaction": [ { "item": "5954", "sentiment": "Strong Positive" }, { "item": "2022", "sentiment": "Strong Positive" }, { "item": "4056", "sentiment": "Strong Positive" }, { "item": "7565", "sentiment": "Negative" }, { "item": "6869", "sentiment": "Strong Positive" }, { "item": "7001", "sentiment": "Strong Negative" }, { "item": "1768", "sentiment": "Strong Negative" }, { "item": "4187", "sentiment": "Neutral" } ], "user_id": "60" }
{ "recommended": [ "653", "7039", "71", "120", "5033", "2833", "7009", "4186", "5732", "5237" ] }
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": [ "9165", "387", "1328", "2742", "4463", "11939", "1404", "7673", "7471", "3616", "641", "5552", "7496", "9217", "4712", "3543", "10611", "679", "8285", "11288", "12042", "722", "298", "504", "9888", "3910", "1421", "10471", "2356", "8651", "6394", "2238", "9546", "2081", "9308", "8671", "11958", "7067", "8908", "3921", "338", "4424", "5455", "5132", "6772", "3097", "2724", "8397", "4354", "7361" ], "interaction": [ { "item": "720", "sentiment": "Strong Positive" }, { "item": "770", "sentiment": "Strong Negative" }, { "item": "1802", "sentiment": "Strong Positive" }, { "item": "2708", "sentiment": "Strong Negative" }, { "item": "3036", "sentiment": "Strong Positive" }, { "item": "7768", "sentiment": "Strong Positive" }, { "item": "9633", "sentiment": "Strong Positive" }, { "item": "2922", "sentiment": "Strong Negative" }, { "item": "6359", "sentiment": "Strong Positive" }, { "item": "6673", "sentiment": "Negative" } ], "user_id": "61" }
{ "recommended": [ "9165", "387", "1328", "2742", "4463", "11939", "1404", "7673", "7471", "3616" ] }
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": [ "209", "4650", "7704", "10140", "1751", "4350", "4588", "1500", "3013", "2678", "4877", "6235", "4672", "3100", "6490", "2689", "1179", "9011", "1447", "9104", "7217", "9590", "1697", "2211", "11442", "11523", "8785", "8998", "7006", "4594", "511", "192", "9364", "5746", "5551", "122", "6371", "6708", "3501", "10483", "2104", "6025", "10943", "835", "11779", "199", "8964", "8638", "10213", "4852" ], "interaction": [ { "item": "680", "sentiment": "Neutral" }, { "item": "1601", "sentiment": "Strong Positive" }, { "item": "4475", "sentiment": "Strong Positive" }, { "item": "6965", "sentiment": "Strong Positive" }, { "item": "8784", "sentiment": "Neutral" }, { "item": "8785", "sentiment": "Strong Positive" } ], "user_id": "62" }
{ "recommended": [ "8785", "209", "4650", "7704", "10140", "1751", "4350", "4588", "1500", "3013" ] }
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": [ "5182", "5780", "331", "670", "1078", "912", "191", "188", "3844", "2628", "4746", "9267", "1336", "9454", "2361", "7068", "11892", "6928", "4701", "9209", "11455", "12033", "1950", "2938", "1120", "3502", "14", "10920", "11325", "8515", "4261", "11493", "1385", "3173", "7610", "775", "2544", "5575", "7356", "5436", "6396", "1351", "4260", "3567", "1155", "12010", "1763", "4246", "4161", "7070" ], "interaction": [ { "item": "844", "sentiment": "Strong Positive" }, { "item": "1507", "sentiment": "Strong Positive" }, { "item": "1508", "sentiment": "Strong Negative" }, { "item": "3066", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" } ], "user_id": "63" }
{ "recommended": [ "5182", "5780", "331", "670", "1078", "912", "191", "188", "3844", "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": [ "10442", "11780", "11519", "11281", "3450", "10292", "150", "7298", "2922", "8150", "8802", "4765", "12031", "11854", "12015", "39", "1519", "6967", "8042", "630", "1093", "1636", "6350", "10006", "1107", "12076", "3442", "10597", "2428", "5455", "5507", "1503", "1172", "7841", "7965", "6016", "8151", "7049", "818", "8417", "1581", "2332", "8500", "5909", "8484", "8143", "2938", "1816", "520", "5251" ], "interaction": [ { "item": "3182", "sentiment": "Strong Positive" }, { "item": "3348", "sentiment": "Strong Negative" }, { "item": "5511", "sentiment": "Negative" }, { "item": "9584", "sentiment": "Strong Positive" }, { "item": "9587", "sentiment": "Strong Positive" }, { "item": "9595", "sentiment": "Strong Positive" }, { "item": "10698", "sentiment": "Strong Positive" }, { "item": "9086", "sentiment": "Strong Positive" }, { "item": "10699", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Strong Positive" }, { "item": "10896", "sentiment": "Neutral" }, { "item": "10164", "sentiment": "Strong Positive" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10752", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "5090", "sentiment": "Strong Positive" }, { "item": "11054", "sentiment": "Strong Positive" }, { "item": "8977", "sentiment": "Strong Positive" }, { "item": "8976", "sentiment": "Strong Positive" }, { "item": "1291", "sentiment": "Positive" }, { "item": "11765", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11771", "sentiment": "Strong Positive" }, { "item": "11802", "sentiment": "Strong Negative" }, { "item": "11803", "sentiment": "Strong Positive" }, { "item": "11780", "sentiment": "Neutral" } ], "user_id": "64" }
{ "recommended": [ "11780", "10442", "11519", "11281", "3450", "10292", "150", "7298", "2922", "8150" ] }
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": [ "9120", "6526", "8615", "9127", "6678", "255", "1365", "9192", "8009", "1228", "2864", "5731", "5328", "7000", "7936", "9529", "10968", "9311", "6861", "7916", "395", "4319", "8800", "3566", "9108", "4989", "5766", "265", "8119", "2880", "7783", "3424", "9346", "7974", "9682", "4598", "7237", "7293", "7239", "10213", "9415", "2503", "4284", "6021", "10904", "7769", "1491", "118", "7472", "148" ], "interaction": [ { "item": "3549", "sentiment": "Strong Positive" }, { "item": "6433", "sentiment": "Strong Positive" }, { "item": "6434", "sentiment": "Strong Negative" }, { "item": "2472", "sentiment": "Negative" }, { "item": "323", "sentiment": "Positive" }, { "item": "9561", "sentiment": "Neutral" }, { "item": "10950", "sentiment": "Strong Positive" } ], "user_id": "65" }
{ "recommended": [ "9120", "6526", "8615", "9127", "6678", "255", "1365", "9192", "8009", "1228" ] }
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": [ "11051", "4458", "454", "57", "2312", "4526", "11655", "10827", "8711", "9803", "4802", "9634", "2709", "7782", "4581", "11540", "5396", "1484", "4340", "1174", "6025", "4392", "9154", "2255", "940", "5547", "11417", "6215", "6550", "8423", "2835", "10207", "6276", "7748", "6001", "9333", "10970", "2446", "11730", "3009", "223", "9489", "4539", "2789", "2904", "4585", "2578", "1757", "11337", "6488" ], "interaction": [ { "item": "1927", "sentiment": "Neutral" }, { "item": "103", "sentiment": "Neutral" }, { "item": "263", "sentiment": "Strong Positive" }, { "item": "553", "sentiment": "Strong Positive" }, { "item": "3773", "sentiment": "Neutral" }, { "item": "7847", "sentiment": "Strong Negative" }, { "item": "454", "sentiment": "Neutral" } ], "user_id": "66" }
{ "recommended": [ "454", "11051", "4458", "57", "2312", "4526", "11655", "10827", "8711", "9803" ] }
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": [ "9088", "9943", "7356", "8969", "971", "1596", "5487", "10634", "9035", "2345", "2873", "10145", "6965", "2028", "2636", "6609", "1417", "11850", "5790", "6621", "43", "5957", "7253", "2914", "1463", "4648", "4699", "120", "1821", "6046", "2504", "2309", "8230", "5419", "8801", "3096", "2574", "1290", "10106", "307", "11003", "5458", "421", "7226", "9339", "6537", "1661", "5611", "11291", "345" ], "interaction": [ { "item": "8538", "sentiment": "Strong Positive" }, { "item": "8954", "sentiment": "Strong Positive" }, { "item": "4996", "sentiment": "Strong Positive" }, { "item": "6210", "sentiment": "Positive" }, { "item": "7132", "sentiment": "Strong Negative" }, { "item": "10565", "sentiment": "Neutral" }, { "item": "3279", "sentiment": "Neutral" } ], "user_id": "67" }
{ "recommended": [ "9088", "9943", "7356", "8969", "971", "1596", "5487", "10634", "9035", "2345" ] }
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": [ "4831", "11808", "8508", "2721", "5378", "5982", "9380", "9169", "9414", "6334", "7927", "6048", "2624", "1100", "6391", "3087", "2504", "3536", "235", "8626", "8023", "10636", "8939", "391", "4327", "4220", "9591", "183", "1807", "11659", "9210", "4529", "7074", "5029", "6832", "3747", "4606", "6706", "4904", "7961", "6305", "9097", "1914", "7184", "6150", "569", "7355", "10539", "7484", "12003" ], "interaction": [ { "item": "909", "sentiment": "Strong Positive" }, { "item": "1121", "sentiment": "Strong Positive" }, { "item": "3663", "sentiment": "Positive" }, { "item": "5243", "sentiment": "Neutral" }, { "item": "9084", "sentiment": "Negative" }, { "item": "6435", "sentiment": "Strong Positive" }, { "item": "8153", "sentiment": "Strong Positive" }, { "item": "2972", "sentiment": "Neutral" }, { "item": "8026", "sentiment": "Strong Negative" }, { "item": "9380", "sentiment": "Neutral" } ], "user_id": "68" }
{ "recommended": [ "9380", "4831", "11808", "8508", "2721", "5378", "5982", "9169", "9414", "6334" ] }
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": [ "498", "3841", "7450", "2848", "7213", "5044", "11242", "5361", "10855", "11915", "4848", "5826", "8830", "3242", "8536", "6712", "3962", "3865", "7862", "3472", "1143", "7972", "9229", "4887", "4496", "6652", "8569", "8507", "3526", "4315", "7380", "4246", "3882", "423", "735", "3171", "1557", "6662", "7066", "5776", "8598", "5157", "12069", "7915", "12031", "1875", "3901", "5237", "9589", "6270" ], "interaction": [ { "item": "1521", "sentiment": "Strong Positive" }, { "item": "1522", "sentiment": "Neutral" }, { "item": "1827", "sentiment": "Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "717", "sentiment": "Strong Positive" }, { "item": "11452", "sentiment": "Strong Positive" }, { "item": "4898", "sentiment": "Strong Positive" }, { "item": "1875", "sentiment": "Strong Positive" } ], "user_id": "69" }
{ "recommended": [ "1875", "498", "3841", "7450", "2848", "7213", "5044", "11242", "5361", "10855" ] }
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": [ "5030", "1710", "404", "4796", "5528", "1558", "8796", "522", "10109", "6260", "563", "5763", "11121", "3228", "166", "3744", "7746", "1549", "4265", "7438", "4282", "1955", "4298", "3573", "72", "10894", "5360", "7015", "11282", "8220", "1998", "2520", "775", "1430", "6194", "604", "9196", "10958", "3490", "10580", "3985", "10145", "10164", "6138", "6172", "8875", "5061", "8024", "9809", "4567" ], "interaction": [ { "item": "7210", "sentiment": "Strong Negative" }, { "item": "6735", "sentiment": "Strong Positive" }, { "item": "8044", "sentiment": "Strong Positive" }, { "item": "8889", "sentiment": "Strong Positive" }, { "item": "9196", "sentiment": "Strong Negative" } ], "user_id": "70" }
{ "recommended": [ "9196", "5030", "1710", "404", "4796", "5528", "1558", "8796", "522", "10109" ] }
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": [ "10162", "231", "10015", "1854", "7847", "10479", "8256", "2643", "3841", "6372", "217", "8677", "11978", "919", "2491", "2273", "5003", "11895", "6406", "10378", "7818", "2677", "530", "305", "6812", "8885", "2119", "3335", "11973", "9944", "3224", "2919", "10016", "4346", "8925", "306", "11348", "6955", "3636", "9248", "8021", "2267", "2135", "846", "3931", "7335", "8183", "11090", "11166", "10375" ], "interaction": [ { "item": "9189", "sentiment": "Strong Positive" }, { "item": "9952", "sentiment": "Strong Positive" }, { "item": "4367", "sentiment": "Strong Positive" }, { "item": "4868", "sentiment": "Strong Positive" }, { "item": "10016", "sentiment": "Strong Negative" } ], "user_id": "71" }
{ "recommended": [ "10016", "10162", "231", "10015", "1854", "7847", "10479", "8256", "2643", "3841" ] }
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": [ "10558", "11708", "12033", "9703", "2779", "6573", "605", "1653", "10512", "10288", "7403", "8430", "5489", "6750", "3530", "10400", "9523", "4079", "2980", "11126", "1829", "812", "3162", "2571", "2637", "3218", "1666", "7064", "7581", "697", "6145", "780", "8393", "2551", "8466", "5072", "5998", "7649", "2596", "7636", "11255", "11039", "11162", "1862", "3509", "7858", "1584", "8810", "9263", "1443" ], "interaction": [ { "item": "3654", "sentiment": "Strong Positive" }, { "item": "3541", "sentiment": "Strong Positive" }, { "item": "9266", "sentiment": "Neutral" }, { "item": "9883", "sentiment": "Strong Positive" }, { "item": "3050", "sentiment": "Neutral" }, { "item": "10385", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Negative" }, { "item": "8808", "sentiment": "Strong Positive" }, { "item": "10374", "sentiment": "Strong Positive" }, { "item": "11403", "sentiment": "Strong Positive" }, { "item": "11664", "sentiment": "Strong Positive" }, { "item": "12033", "sentiment": "Neutral" } ], "user_id": "72" }
{ "recommended": [ "12033", "10558", "11708", "9703", "2779", "6573", "605", "1653", "10512", "10288" ] }
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": [ "760", "8045", "4397", "6102", "357", "2581", "1591", "3069", "8071", "461", "7973", "921", "10643", "5918", "3102", "1498", "9146", "6438", "6312", "2454", "6918", "4336", "505", "9413", "7672", "2107", "7068", "4930", "1532", "4052", "1695", "1628", "2061", "12101", "1930", "141", "5265", "872", "2785", "941", "9273", "104", "5358", "5953", "3587", "7408", "8566", "4390", "4566", "118" ], "interaction": [ { "item": "1577", "sentiment": "Positive" }, { "item": "3780", "sentiment": "Strong Positive" }, { "item": "3167", "sentiment": "Neutral" }, { "item": "4441", "sentiment": "Negative" }, { "item": "6770", "sentiment": "Neutral" }, { "item": "8030", "sentiment": "Strong Negative" }, { "item": "4978", "sentiment": "Neutral" }, { "item": "6743", "sentiment": "Strong Positive" } ], "user_id": "73" }
{ "recommended": [ "760", "8045", "4397", "6102", "357", "2581", "1591", "3069", "8071", "461" ] }
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": [ "5546", "1756", "4773", "1152", "2658", "6646", "1017", "7830", "5099", "3576", "3163", "807", "6498", "3401", "5620", "7340", "902", "5580", "1393", "6916", "3221", "4094", "1783", "3923", "7069", "7706", "183", "9943", "3019", "10039", "3604", "1647", "5189", "3999", "3039", "619", "5369", "7214", "8487", "3652", "1658", "6307", "4577", "2529", "5871", "7498", "5239", "9308", "5430", "11783" ], "interaction": [ { "item": "3362", "sentiment": "Neutral" }, { "item": "8380", "sentiment": "Strong Positive" }, { "item": "3763", "sentiment": "Strong Positive" }, { "item": "4024", "sentiment": "Negative" }, { "item": "9309", "sentiment": "Strong Positive" } ], "user_id": "74" }
{ "recommended": [ "5546", "1756", "4773", "1152", "2658", "6646", "1017", "7830", "5099", "3576" ] }
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": [ "10699", "11767", "10865", "11901", "11328", "8686", "11797", "9109", "5556", "9845", "4871", "403", "3479", "8921", "7488", "1982", "6105", "6485", "7093", "5486", "4355", "6283", "7020", "1303", "9684", "8152", "782", "2592", "9817", "8290", "1703", "6946", "10578", "7454", "3117", "10962", "792", "3896", "1092", "11740", "5921", "4414", "5639", "139", "997", "381", "3551", "12017", "885", "8521" ], "interaction": [ { "item": "9468", "sentiment": "Strong Positive" }, { "item": "10693", "sentiment": "Strong Positive" }, { "item": "10560", "sentiment": "Strong Positive" }, { "item": "10506", "sentiment": "Neutral" }, { "item": "11767", "sentiment": "Neutral" } ], "user_id": "75" }
{ "recommended": [ "11767", "10699", "10865", "11901", "11328", "8686", "11797", "9109", "5556", "9845" ] }
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": [ "11515", "11184", "11220", "11591", "11710", "11701", "3856", "12083", "10776", "4573", "4385", "560", "10186", "1245", "5569", "7736", "8555", "528", "8190", "3071", "8413", "113", "11676", "8110", "5863", "10244", "10519", "7448", "3084", "1323", "4611", "4859", "4850", "10534", "9466", "5585", "6609", "7510", "11915", "8075", "1217", "6823", "3174", "561", "1864", "5631", "1899", "1449", "11091", "3140" ], "interaction": [ { "item": "10282", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "2662", "sentiment": "Neutral" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10689", "sentiment": "Strong Positive" }, { "item": "2689", "sentiment": "Strong Positive" }, { "item": "11710", "sentiment": "Neutral" } ], "user_id": "76" }
{ "recommended": [ "11710", "11515", "11184", "11220", "11591", "11701", "3856", "12083", "10776", "4573" ] }
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": [ "7699", "37", "3276", "2520", "3839", "11579", "3603", "4626", "9992", "6364", "1093", "3850", "11", "3143", "3363", "5109", "10687", "9728", "7138", "3105", "8274", "7418", "1623", "5126", "2947", "8043", "4259", "10697", "1657", "8734", "6131", "8077", "2937", "3428", "4254", "3024", "7658", "4719", "5578", "4032", "5968", "5555", "4051", "8736", "1541", "10617", "1758", "1695", "9103", "6349" ], "interaction": [ { "item": "163", "sentiment": "Positive" }, { "item": "248", "sentiment": "Strong Positive" }, { "item": "5007", "sentiment": "Positive" }, { "item": "9477", "sentiment": "Neutral" }, { "item": "9728", "sentiment": "Positive" } ], "user_id": "77" }
{ "recommended": [ "9728", "7699", "37", "3276", "2520", "3839", "11579", "3603", "4626", "9992" ] }
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": [ "4232", "2110", "4247", "3208", "1490", "3275", "2169", "5275", "4335", "1824", "8515", "745", "4333", "9247", "1179", "6256", "8027", "7660", "248", "721", "11490", "2878", "518", "9052", "6790", "3842", "1321", "6352", "7572", "1139", "4430", "8227", "6453", "6570", "4147", "6594", "8084", "8491", "11807", "338", "9891", "1304", "104", "4974", "6185", "10279", "7991", "1159", "3616", "9063" ], "interaction": [ { "item": "2884", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Strong Positive" }, { "item": "5677", "sentiment": "Strong Positive" }, { "item": "4169", "sentiment": "Negative" }, { "item": "5245", "sentiment": "Neutral" } ], "user_id": "78" }
{ "recommended": [ "4232", "2110", "4247", "3208", "1490", "3275", "2169", "5275", "4335", "1824" ] }
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": [ "9676", "10512", "11695", "4268", "362", "6568", "10111", "10108", "9763", "9200", "11275", "8895", "11711", "6330", "6784", "10038", "703", "5354", "8699", "8696", "1965", "503", "3780", "11220", "7718", "2344", "6266", "10781", "4554", "6867", "7942", "3232", "11823", "11118", "2639", "11683", "2638", "8250", "9559", "1795", "11450", "8974", "2220", "10732", "6572", "9881", "7963", "319", "2836", "10702" ], "interaction": [ { "item": "8820", "sentiment": "Strong Positive" }, { "item": "1593", "sentiment": "Strong Positive" }, { "item": "8092", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Negative" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "10609", "sentiment": "Strong Positive" }, { "item": "11370", "sentiment": "Strong Positive" }, { "item": "11375", "sentiment": "Strong Positive" }, { "item": "10512", "sentiment": "Strong Positive" } ], "user_id": "79" }
{ "recommended": [ "10512", "9676", "11695", "4268", "362", "6568", "10111", "10108", "9763", "9200" ] }
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": [ "5032", "10877", "185", "9450", "8211", "8376", "9744", "6603", "8194", "545", "10371", "5034", "5334", "285", "2038", "2860", "7276", "3537", "4098", "2491", "3909", "10509", "6454", "9244", "5552", "6724", "1746", "335", "10952", "8917", "6839", "4674", "9061", "1933", "6827", "8153", "10575", "11940", "7465", "4189", "261", "11718", "10080", "2671", "4019", "2292", "6201", "3686", "9296", "1314" ], "interaction": [ { "item": "2468", "sentiment": "Strong Positive" }, { "item": "2987", "sentiment": "Strong Positive" }, { "item": "4911", "sentiment": "Strong Positive" }, { "item": "10291", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "6981", "sentiment": "Negative" }, { "item": "4910", "sentiment": "Strong Positive" }, { "item": "3691", "sentiment": "Neutral" } ], "user_id": "80" }
{ "recommended": [ "5032", "10877", "185", "9450", "8211", "8376", "9744", "6603", "8194", "545" ] }
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": [ "6850", "9172", "8313", "7409", "526", "3622", "7589", "1872", "4711", "4340", "9604", "907", "8000", "4262", "7531", "3877", "2761", "4261", "8599", "1344", "5522", "8754", "2144", "8531", "6412", "4001", "11788", "3049", "6240", "11768", "10456", "144", "2616", "1311", "11761", "201", "1787", "11564", "6413", "2327", "8346", "4627", "4200", "4154", "10531", "7572", "219", "4724", "9717", "2787" ], "interaction": [ { "item": "3989", "sentiment": "Strong Positive" }, { "item": "2032", "sentiment": "Strong Positive" }, { "item": "47", "sentiment": "Strong Positive" }, { "item": "3252", "sentiment": "Strong Positive" }, { "item": "8313", "sentiment": "Strong Positive" } ], "user_id": "81" }
{ "recommended": [ "8313", "6850", "9172", "7409", "526", "3622", "7589", "1872", "4711", "4340" ] }
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": [ "11023", "11215", "3941", "8590", "9109", "7244", "7695", "4398", "10236", "9746", "5132", "10740", "10321", "11258", "8194", "7577", "9547", "10285", "3694", "406", "11027", "6613", "9784", "11248", "1713", "9166", "8139", "8343", "2931", "9642", "10494", "8887", "10924", "1136", "11179", "11719", "8534", "8592", "11362", "7616", "6256", "12058", "3348", "2388", "9049", "5921", "7586", "7185", "4850", "6328" ], "interaction": [ { "item": "7130", "sentiment": "Strong Positive" }, { "item": "7215", "sentiment": "Strong Negative" }, { "item": "7523", "sentiment": "Strong Positive" }, { "item": "2037", "sentiment": "Strong Positive" }, { "item": "4914", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "5352", "sentiment": "Strong Positive" }, { "item": "3227", "sentiment": "Neutral" }, { "item": "5030", "sentiment": "Strong Positive" }, { "item": "5564", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "8150", "sentiment": "Neutral" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" }, { "item": "10740", "sentiment": "Strong Positive" } ], "user_id": "82" }
{ "recommended": [ "10740", "11023", "11215", "3941", "8590", "9109", "7244", "7695", "4398", "10236" ] }
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": [ "2762", "8299", "10442", "8629", "528", "9169", "972", "9217", "6011", "2758", "4366", "11643", "9552", "1649", "2760", "1728", "5316", "11806", "3220", "9393", "644", "10086", "175", "1401", "2367", "961", "2172", "3420", "4421", "1985", "604", "3896", "5695", "6823", "2377", "3662", "7181", "4321", "3947", "6012", "9083", "6234", "11693", "1372", "924", "11872", "11620", "11625", "4895", "3309" ], "interaction": [ { "item": "6302", "sentiment": "Strong Negative" }, { "item": "1118", "sentiment": "Strong Positive" }, { "item": "3990", "sentiment": "Neutral" }, { "item": "546", "sentiment": "Neutral" }, { "item": "1085", "sentiment": "Neutral" }, { "item": "5096", "sentiment": "Strong Negative" }, { "item": "5107", "sentiment": "Neutral" }, { "item": "5168", "sentiment": "Strong Negative" }, { "item": "7660", "sentiment": "Strong Negative" }, { "item": "10442", "sentiment": "Neutral" } ], "user_id": "83" }
{ "recommended": [ "10442", "2762", "8299", "8629", "528", "9169", "972", "9217", "6011", "2758" ] }
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": [ "10800", "11983", "11538", "7847", "11680", "2962", "1741", "3210", "9581", "8558", "4025", "9586", "3848", "3617", "1297", "9211", "4796", "6553", "9061", "8590", "11015", "2098", "6753", "11134", "8783", "7900", "1279", "5469", "8154", "5387", "7572", "6348", "3469", "11707", "4896", "3554", "4689", "8535", "100", "5034", "10090", "10047", "4655", "3343", "6507", "9335", "5278", "5717", "9304", "2944" ], "interaction": [ { "item": "837", "sentiment": "Neutral" }, { "item": "2573", "sentiment": "Strong Positive" }, { "item": "6765", "sentiment": "Strong Positive" }, { "item": "818", "sentiment": "Positive" }, { "item": "1057", "sentiment": "Strong Positive" }, { "item": "6132", "sentiment": "Strong Positive" }, { "item": "281", "sentiment": "Strong Positive" }, { "item": "2722", "sentiment": "Strong Positive" }, { "item": "4916", "sentiment": "Strong Positive" }, { "item": "3769", "sentiment": "Strong Positive" }, { "item": "4441", "sentiment": "Positive" }, { "item": "11928", "sentiment": "Strong Negative" }, { "item": "6733", "sentiment": "Strong Negative" } ], "user_id": "84" }
{ "recommended": [ "10800", "11983", "11538", "7847", "11680", "2962", "1741", "3210", "9581", "8558" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11712", "11781", "11685", "224", "8565", "9006", "5780", "1441", "6677", "3275", "8974", "1468", "824", "1647", "1860", "744", "1222", "3545", "9250", "3191", "10244", "7119", "8191", "4948", "7559", "1847", "6362", "8593", "134", "4438", "1915", "5436", "7089", "4703", "10335", "10086", "1500", "7225", "11402", "278", "9177", "11920", "1048", "1422", "811", "9045", "3182", "7745", "6755", "2662" ], "interaction": [ { "item": "1354", "sentiment": "Strong Positive" }, { "item": "2811", "sentiment": "Neutral" }, { "item": "71", "sentiment": "Strong Positive" }, { "item": "1262", "sentiment": "Negative" }, { "item": "2558", "sentiment": "Strong Positive" }, { "item": "1352", "sentiment": "Strong Positive" }, { "item": "10382", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "11216", "sentiment": "Negative" }, { "item": "11220", "sentiment": "Strong Positive" }, { "item": "11708", "sentiment": "Strong Positive" }, { "item": "11770", "sentiment": "Neutral" }, { "item": "11711", "sentiment": "Strong Positive" }, { "item": "11712", "sentiment": "Strong Positive" } ], "user_id": "85" }
{ "recommended": [ "11712", "11781", "11685", "224", "8565", "9006", "5780", "1441", "6677", "3275" ] }
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": [ "3572", "5379", "4126", "4045", "2061", "5666", "9317", "6393", "2554", "10116", "1005", "6867", "9032", "4513", "9991", "9832", "5091", "5644", "7653", "4666", "3297", "7214", "11904", "6226", "10527", "9005", "10711", "5055", "12016", "10269", "6420", "11898", "7769", "5530", "8639", "12101", "11126", "6980", "7185", "1512", "11198", "11660", "1617", "3111", "10137", "156", "2625", "9424", "1430", "7781" ], "interaction": [ { "item": "899", "sentiment": "Strong Negative" }, { "item": "4418", "sentiment": "Strong Positive" }, { "item": "3945", "sentiment": "Positive" }, { "item": "1697", "sentiment": "Strong Positive" }, { "item": "4618", "sentiment": "Strong Positive" }, { "item": "7007", "sentiment": "Strong Negative" }, { "item": "849", "sentiment": "Strong Positive" }, { "item": "11385", "sentiment": "Strong Negative" } ], "user_id": "86" }
{ "recommended": [ "3572", "5379", "4126", "4045", "2061", "5666", "9317", "6393", "2554", "10116" ] }
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": [ "9936", "5143", "8654", "6627", "8661", "4126", "9003", "5596", "9947", "4861", "9172", "9373", "10830", "6874", "2936", "1414", "7216", "5534", "9005", "5772", "664", "3601", "3218", "5624", "11053", "8278", "10471", "4563", "5870", "8119", "7877", "2289", "1198", "9274", "4297", "4814", "1174", "9122", "3992", "5401", "9227", "4650", "5590", "3397", "4577", "10547", "6012", "8143", "7048", "11615" ], "interaction": [ { "item": "2009", "sentiment": "Strong Positive" }, { "item": "2374", "sentiment": "Strong Negative" }, { "item": "3200", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "6452", "sentiment": "Strong Positive" }, { "item": "8786", "sentiment": "Strong Positive" }, { "item": "6768", "sentiment": "Strong Positive" }, { "item": "3743", "sentiment": "Strong Positive" } ], "user_id": "87" }
{ "recommended": [ "9936", "5143", "8654", "6627", "8661", "4126", "9003", "5596", "9947", "4861" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7593", "4668", "9431", "8968", "9788", "9767", "185", "3750", "9396", "5305", "7462", "6965", "7469", "5040", "7513", "2026", "6768", "7230", "7443", "8662", "3292", "5595", "10929", "6396", "4771", "7483", "227", "8204", "5946", "7446", "3294", "8847", "940", "8807", "6155", "5733", "1240", "8912", "7084", "3571", "9099", "11919", "4656", "2775", "1404", "5299", "4485", "7625", "2697", "9173" ], "interaction": [ { "item": "9847", "sentiment": "Strong Positive" }, { "item": "10797", "sentiment": "Positive" }, { "item": "7477", "sentiment": "Strong Positive" }, { "item": "9404", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Strong Positive" } ], "user_id": "88" }
{ "recommended": [ "9767", "7593", "4668", "9431", "8968", "9788", "185", "3750", "9396", "5305" ] }
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": [ "1943", "4025", "98", "8936", "2313", "4350", "5713", "10291", "1863", "4779", "3017", "4853", "1119", "264", "3746", "8150", "6212", "8385", "4607", "3102", "11712", "6768", "4325", "9003", "4222", "5590", "5571", "3920", "867", "2793", "381", "1182", "3809", "11697", "3540", "5115", "6728", "5786", "5391", "4654", "11563", "6601", "24", "11007", "3416", "1982", "5198", "5991", "637", "10699" ], "interaction": [ { "item": "721", "sentiment": "Neutral" }, { "item": "4032", "sentiment": "Strong Positive" }, { "item": "2377", "sentiment": "Negative" }, { "item": "2608", "sentiment": "Strong Positive" }, { "item": "2764", "sentiment": "Strong Negative" }, { "item": "3758", "sentiment": "Strong Positive" }, { "item": "4654", "sentiment": "Strong Positive" } ], "user_id": "89" }
{ "recommended": [ "4654", "1943", "4025", "98", "8936", "2313", "4350", "5713", "10291", "1863" ] }
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": [ "6402", "8727", "1254", "4294", "3558", "181", "8811", "9288", "6818", "10473", "8248", "9009", "138", "29", "8263", "7111", "11803", "7098", "4803", "5567", "7363", "4777", "1768", "10209", "1387", "9385", "10344", "3813", "7619", "4076", "6864", "10653", "8230", "9481", "2066", "4393", "11482", "9090", "869", "7954", "8062", "9566", "7386", "5939", "5346", "1828", "8572", "128", "8975", "11542" ], "interaction": [ { "item": "7181", "sentiment": "Neutral" }, { "item": "8472", "sentiment": "Strong Positive" }, { "item": "7366", "sentiment": "Strong Positive" }, { "item": "8486", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" } ], "user_id": "90" }
{ "recommended": [ "6402", "8727", "1254", "4294", "3558", "181", "8811", "9288", "6818", "10473" ] }
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": [ "7495", "2185", "3541", "1971", "2987", "5042", "1950", "2955", "3848", "9921", "7332", "7201", "79", "8170", "10809", "7551", "1067", "7007", "769", "5870", "925", "2371", "5396", "196", "8797", "9950", "2858", "1899", "10284", "7777", "8335", "6018", "7817", "72", "616", "1496", "5843", "9612", "6585", "3364", "2316", "5758", "11347", "9232", "6129", "5304", "3574", "2801", "2551", "257" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "4985", "sentiment": "Negative" }, { "item": "3504", "sentiment": "Strong Positive" }, { "item": "8129", "sentiment": "Strong Positive" }, { "item": "1915", "sentiment": "Strong Positive" }, { "item": "7535", "sentiment": "Neutral" }, { "item": "10245", "sentiment": "Neutral" }, { "item": "1001", "sentiment": "Strong Positive" }, { "item": "2983", "sentiment": "Strong Negative" }, { "item": "9921", "sentiment": "Strong Positive" } ], "user_id": "91" }
{ "recommended": [ "9921", "7495", "2185", "3541", "1971", "2987", "5042", "1950", "2955", "3848" ] }
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": [ "7796", "10230", "7217", "4699", "8731", "6377", "7109", "5682", "770", "4472", "1553", "7771", "10730", "3501", "4935", "5252", "8040", "1087", "1753", "10326", "85", "5171", "6507", "4885", "4291", "7343", "1262", "852", "5222", "2464", "113", "3169", "11768", "9996", "2415", "1178", "5923", "2839", "1964", "8579", "10224", "4826", "7813", "11033", "4701", "4809", "2274", "6351", "8624", "2920" ], "interaction": [ { "item": "5362", "sentiment": "Strong Positive" }, { "item": "5635", "sentiment": "Strong Positive" }, { "item": "5697", "sentiment": "Strong Positive" }, { "item": "7172", "sentiment": "Strong Positive" }, { "item": "11784", "sentiment": "Strong Positive" } ], "user_id": "92" }
{ "recommended": [ "7796", "10230", "7217", "4699", "8731", "6377", "7109", "5682", "770", "4472" ] }
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": [ "7085", "4498", "3739", "1498", "3734", "1193", "864", "2178", "1269", "3705", "2359", "4398", "321", "57", "7396", "3085", "2935", "1308", "5871", "9801", "1088", "2087", "4084", "6138", "3903", "4112", "1066", "11374", "1310", "7746", "7037", "3191", "3418", "10876", "193", "3998", "5764", "8989", "1876", "7935", "6060", "10852", "10312", "7447", "3643", "9151", "1506", "115", "3158", "1708" ], "interaction": [ { "item": "10481", "sentiment": "Strong Positive" }, { "item": "7096", "sentiment": "Strong Positive" }, { "item": "9966", "sentiment": "Strong Positive" }, { "item": "429", "sentiment": "Strong Positive" }, { "item": "6138", "sentiment": "Strong Positive" } ], "user_id": "93" }
{ "recommended": [ "6138", "7085", "4498", "3739", "1498", "3734", "1193", "864", "2178", "1269" ] }
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": [ "3258", "10839", "8534", "4300", "8300", "428", "5121", "1118", "9439", "2411", "1935", "11544", "8430", "2805", "5713", "5526", "7124", "10861", "8305", "10805", "10781", "3179", "2301", "4263", "1346", "2535", "4043", "9889", "641", "2769", "6289", "4039", "716", "965", "7943", "3196", "2721", "1033", "3040", "9922", "2447", "5881", "5224", "3389", "8014", "1949", "1913", "3653", "2262", "4386" ], "interaction": [ { "item": "5501", "sentiment": "Strong Positive" }, { "item": "5413", "sentiment": "Strong Positive" }, { "item": "4336", "sentiment": "Strong Positive" }, { "item": "4189", "sentiment": "Neutral" }, { "item": "159", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Strong Positive" } ], "user_id": "94" }
{ "recommended": [ "8300", "3258", "10839", "8534", "4300", "428", "5121", "1118", "9439", "2411" ] }
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": [ "9207", "2643", "4834", "4662", "4765", "733", "4022", "9600", "641", "11206", "4718", "6792", "8759", "8051", "9583", "1397", "3513", "1303", "2635", "6731", "11085", "5938", "4511", "2812", "7259", "8120", "6050", "3314", "6422", "6590", "9443", "11800", "2295", "3664", "8082", "864", "7438", "1835", "8801", "5380", "4590", "11021", "8737", "8073", "4766", "11882", "7689", "7622", "10394", "709" ], "interaction": [ { "item": "1585", "sentiment": "Strong Positive" }, { "item": "2200", "sentiment": "Strong Positive" }, { "item": "2076", "sentiment": "Neutral" }, { "item": "1912", "sentiment": "Negative" }, { "item": "7689", "sentiment": "Strong Positive" } ], "user_id": "95" }
{ "recommended": [ "7689", "9207", "2643", "4834", "4662", "4765", "733", "4022", "9600", "641" ] }
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": [ "6435", "1254", "9011", "181", "10477", "3622", "6946", "6932", "6997", "3321", "5523", "9950", "8154", "51", "1467", "3165", "2861", "6412", "5379", "6095", "2377", "3638", "9940", "7912", "1644", "5575", "7901", "7553", "8886", "5881", "4780", "11268", "1829", "3112", "7738", "5281", "473", "11539", "9861", "2508", "2772", "6821", "2566", "2897", "3102", "2933", "891", "10917", "1435", "8673" ], "interaction": [ { "item": "483", "sentiment": "Strong Positive" }, { "item": "3699", "sentiment": "Strong Positive" }, { "item": "5831", "sentiment": "Strong Positive" }, { "item": "5878", "sentiment": "Strong Positive" }, { "item": "7095", "sentiment": "Strong Positive" }, { "item": "9392", "sentiment": "Strong Positive" }, { "item": "6613", "sentiment": "Neutral" }, { "item": "5881", "sentiment": "Strong Positive" } ], "user_id": "96" }
{ "recommended": [ "5881", "6435", "1254", "9011", "181", "10477", "3622", "6946", "6932", "6997" ] }
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": [ "10696", "10558", "11251", "9559", "2253", "3546", "6221", "4794", "11219", "323", "7485", "10531", "6128", "3474", "10960", "3545", "10129", "6238", "3830", "11252", "5726", "3756", "1459", "2973", "8592", "6431", "9917", "2380", "5509", "5661", "3162", "11406", "9653", "7593", "12027", "2661", "9731", "7091", "9805", "3135", "576", "8328", "7647", "4066", "3384", "2622", "3139", "9490", "8244", "6427" ], "interaction": [ { "item": "4271", "sentiment": "Strong Positive" }, { "item": "6435", "sentiment": "Strong Negative" }, { "item": "10570", "sentiment": "Positive" }, { "item": "5783", "sentiment": "Neutral" }, { "item": "10573", "sentiment": "Strong Positive" }, { "item": "10696", "sentiment": "Strong Positive" } ], "user_id": "97" }
{ "recommended": [ "10696", "10558", "11251", "9559", "2253", "3546", "6221", "4794", "11219", "323" ] }
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": [ "5074", "6874", "8969", "8330", "4871", "7459", "8284", "4476", "5414", "8830", "4858", "3018", "10665", "7693", "1213", "6966", "10374", "3604", "5164", "7102", "72", "5914", "8234", "165", "6377", "9860", "2074", "3245", "4315", "2411", "8422", "9553", "4205", "1376", "4276", "572", "5849", "5561", "1701", "10426", "868", "1412", "983", "3255", "10897", "3795", "8364", "9402", "1220", "4804" ], "interaction": [ { "item": "6906", "sentiment": "Neutral" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "2028", "sentiment": "Neutral" }, { "item": "3596", "sentiment": "Negative" }, { "item": "3832", "sentiment": "Neutral" }, { "item": "1213", "sentiment": "Neutral" } ], "user_id": "98" }
{ "recommended": [ "1213", "5074", "6874", "8969", "8330", "4871", "7459", "8284", "4476", "5414" ] }
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": [ "5385", "7009", "3524", "8289", "7673", "7437", "3261", "1935", "7335", "4830", "1484", "7542", "9561", "5416", "7913", "5488", "6532", "9815", "2353", "7549", "7436", "11055", "7705", "4956", "6933", "6773", "6101", "6512", "3018", "154", "6337", "10384", "2710", "1686", "492", "852", "4310", "8937", "7279", "10151", "10100", "11815", "872", "4062", "1615", "5037", "2930", "4372", "1859", "4090" ], "interaction": [ { "item": "1274", "sentiment": "Strong Positive" }, { "item": "4691", "sentiment": "Neutral" }, { "item": "1294", "sentiment": "Strong Negative" }, { "item": "6528", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "10384", "sentiment": "Strong Negative" } ], "user_id": "99" }
{ "recommended": [ "10384", "5385", "7009", "3524", "8289", "7673", "7437", "3261", "1935", "7335" ] }
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": [ "1803", "11161", "12062", "5641", "10330", "279", "750", "7122", "8801", "8741", "9822", "2420", "5090", "7129", "1248", "9021", "3959", "10814", "6086", "7077", "9211", "5406", "3486", "2393", "11908", "5943", "1771", "6624", "468", "5820", "2203", "3770", "7808", "10325", "1534", "3561", "567", "5886", "4285", "10917", "2814", "5026", "9052", "860", "5854", "4009", "10721", "821", "7641", "2758" ], "interaction": [ { "item": "9360", "sentiment": "Strong Positive" }, { "item": "11102", "sentiment": "Negative" }, { "item": "847", "sentiment": "Strong Positive" }, { "item": "4450", "sentiment": "Strong Positive" }, { "item": "8446", "sentiment": "Strong Positive" }, { "item": "11311", "sentiment": "Strong Positive" }, { "item": "11312", "sentiment": "Strong Positive" }, { "item": "11922", "sentiment": "Strong Positive" } ], "user_id": "100" }
{ "recommended": [ "1803", "11161", "12062", "5641", "10330", "279", "750", "7122", "8801", "8741" ] }
README.md exists but content is empty. Use the Edit dataset card button to edit it.
Downloads last month
37
Edit dataset card