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Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3029", "9508", "6619", "5889", "16027", "11795", "8566", "4695", "8504", "18161", "1552", "11587", "16807", "17523", "9345", "7300", "9274", "10989", "7135", "16481", "11823", "9179", "14040", "11928", "14785", "10600", "901", "18511", "12446", "11763", "13317", "5546", "12837", "2722", "10977", "1846", "13764", "1832", "12163", "16592", "15265", "12986", "10117", "10436", "4947", "7963", "10713", "13689", "13887", "1576" ], "interaction": [ { "item": "4058", "sentiment": "Strong Positive" }, { "item": "10324", "sentiment": "Strong Positive" }, { "item": "10318", "sentiment": "Weak Negative" } ], "user_id": "1" }
{ "recommended": [ "3029", "9508", "6619", "5889", "16027", "11795", "8566", "4695", "8504", "18161" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2957", "13828", "1054", "14486", "16047", "16271", "14731", "18242", "7987", "14926", "15147", "5362", "10509", "14300", "5804", "11224", "13097", "12770", "9941", "1003", "8414", "16168", "9077", "4802", "12412", "16883", "1253", "7105", "13199", "11276", "524", "3979", "1183", "5957", "3205", "16579", "12130", "3072", "268", "1702", "15110", "30", "4824", "3656", "4495", "12259", "1861", "10905", "8553", "13422" ], "interaction": [ { "item": "1798", "sentiment": "Strong Positive" }, { "item": "1891", "sentiment": "Strong Positive" }, { "item": "1054", "sentiment": "Strong Positive" } ], "user_id": "2" }
{ "recommended": [ "1054", "2957", "13828", "14486", "16047", "16271", "14731", "18242", "7987", "14926" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "17584", "13672", "13328", "17731", "11785", "18423", "13920", "3935", "3901", "813", "9823", "16285", "6490", "18483", "7874", "6297", "11788", "1653", "5097", "9267", "12242", "14342", "4970", "11293", "5128", "550", "8967", "14107", "7702", "10579", "11441", "63", "2234", "1567", "5801", "12183", "15621", "214", "6214", "8035", "18214", "3484", "17594", "6750", "971", "11630", "16892", "15059", "4032", "9749" ], "interaction": [ { "item": "13133", "sentiment": "Strong Negative" }, { "item": "17925", "sentiment": "Weak Negative" }, { "item": "18423", "sentiment": "Neutral" } ], "user_id": "3" }
{ "recommended": [ "18423", "17584", "13672", "13328", "17731", "11785", "13920", "3935", "3901", "813" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "16552", "18026", "17077", "16959", "14585", "18526", "14330", "5260", "14146", "1026", "14719", "1269", "1659", "15208", "17743", "2199", "9848", "2957", "600", "18216", "10635", "4695", "1545", "10652", "18509", "1948", "8046", "10528", "15017", "5973", "4017", "17748", "6403", "5187", "11589", "4182", "7862", "5242", "4746", "10199", "12226", "12978", "4367", "9659", "3317", "11240", "4890", "17518", "8462", "706" ], "interaction": [ { "item": "13453", "sentiment": "Weak Negative" }, { "item": "11825", "sentiment": "Strong Positive" }, { "item": "12981", "sentiment": "Neutral" }, { "item": "13597", "sentiment": "Strong Positive" }, { "item": "12301", "sentiment": "Strong Positive" }, { "item": "14350", "sentiment": "Strong Positive" }, { "item": "14465", "sentiment": "Strong Positive" }, { "item": "15072", "sentiment": "Strong Positive" }, { "item": "15338", "sentiment": "Neutral" }, { "item": "13886", "sentiment": "Strong Positive" }, { "item": "15202", "sentiment": "Strong Positive" }, { "item": "15451", "sentiment": "Neutral" }, { "item": "15765", "sentiment": "Strong Positive" }, { "item": "11411", "sentiment": "Strong Negative" }, { "item": "17232", "sentiment": "Strong Positive" }, { "item": "18026", "sentiment": "Strong Positive" } ], "user_id": "4" }
{ "recommended": [ "18026", "16552", "17077", "16959", "14585", "18526", "14330", "5260", "14146", "1026" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "583", "505", "9951", "15996", "12016", "17611", "14875", "16531", "15309", "12423", "18483", "14438", "4162", "5364", "2246", "15455", "17161", "2157", "11241", "3527", "8506", "11603", "2185", "16785", "8660", "12308", "985", "3602", "8859", "12267", "13207", "14331", "12793", "6457", "8756", "7358", "5290", "21", "1318", "15167", "17487", "444", "15856", "1437", "9352", "4438", "7476", "7341", "15763", "10715" ], "interaction": [ { "item": "10164", "sentiment": "Strong Negative" }, { "item": "14989", "sentiment": "Strong Positive" }, { "item": "18483", "sentiment": "Neutral" } ], "user_id": "5" }
{ "recommended": [ "18483", "583", "505", "9951", "15996", "12016", "17611", "14875", "16531", "15309" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18262", "17582", "3702", "8024", "2063", "18423", "15448", "16334", "17915", "6737", "17870", "3263", "11215", "11199", "16503", "18461", "7135", "1737", "1750", "14756", "13197", "13519", "2998", "10276", "17126", "2298", "8974", "8320", "1193", "7507", "5849", "2560", "4579", "18321", "14250", "16043", "5289", "1768", "8943", "11998", "615", "18058", "361", "1567", "17337", "11989", "9079", "13250", "12780", "12017" ], "interaction": [ { "item": "18368", "sentiment": "Strong Positive" }, { "item": "18271", "sentiment": "Strong Positive" }, { "item": "18423", "sentiment": "Strong Positive" } ], "user_id": "6" }
{ "recommended": [ "18423", "18262", "17582", "3702", "8024", "2063", "15448", "16334", "17915", "6737" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12427", "10547", "15481", "16005", "8024", "7459", "4028", "16264", "13631", "3867", "15335", "17136", "15119", "18082", "10989", "17411", "13663", "16190", "5535", "16369", "10307", "14161", "8892", "10316", "6529", "14342", "626", "16247", "12498", "9356", "15956", "8852", "1216", "6210", "4436", "10422", "2328", "4824", "368", "14366", "11893", "683", "13780", "8625", "706", "508", "477", "5845", "830", "18437" ], "interaction": [ { "item": "13773", "sentiment": "Strong Negative" }, { "item": "17147", "sentiment": "Strong Negative" }, { "item": "14573", "sentiment": "Strong Positive" } ], "user_id": "7" }
{ "recommended": [ "12427", "10547", "15481", "16005", "8024", "7459", "4028", "16264", "13631", "3867" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "117", "3108", "11785", "16526", "16803", "14701", "5353", "235", "1815", "16587", "7510", "3715", "4558", "13819", "2436", "13682", "13816", "16750", "11344", "8594", "12177", "13577", "14103", "17412", "15884", "10601", "9655", "9920", "18258", "13977", "13519", "8432", "14800", "336", "8994", "11275", "9910", "13318", "15078", "13908", "6656", "13745", "10050", "205", "14016", "14108", "116", "16365", "9748", "3405" ], "interaction": [ { "item": "12847", "sentiment": "Neutral" }, { "item": "13258", "sentiment": "Strong Positive" }, { "item": "15766", "sentiment": "Strong Positive" } ], "user_id": "8" }
{ "recommended": [ "117", "3108", "11785", "16526", "16803", "14701", "5353", "235", "1815", "16587" ] }
Based on the user'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", "15789", "12071", "15978", "12633", "17969", "12722", "2425", "8054", "11910", "16020", "12110", "14122", "17834", "11768", "6665", "10724", "14733", "17154", "9308", "16735", "10986", "13839", "18086", "14036", "462", "6122", "12267", "3427", "10846", "37", "3980", "5701", "12523", "3774", "7601", "13652", "4546", "14819", "13380", "11453", "14245", "1108", "4972", "10458", "1385", "17718", "5585", "15138", "1928" ], "interaction": [ { "item": "2417", "sentiment": "Strong Positive" }, { "item": "5928", "sentiment": "Neutral" }, { "item": "11658", "sentiment": "Strong Positive" }, { "item": "4546", "sentiment": "Neutral" } ], "user_id": "9" }
{ "recommended": [ "4546", "7316", "15789", "12071", "15978", "12633", "17969", "12722", "2425", "8054" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "17521", "12649", "12427", "12633", "14740", "474", "13052", "5364", "3710", "18239", "16355", "7305", "16719", "4832", "2650", "11027", "981", "16280", "13563", "6298", "12318", "11710", "18455", "4630", "4022", "635", "1095", "14190", "11413", "18272", "10169", "4333", "9500", "1429", "12269", "15763", "17253", "13767", "7012", "10904", "2428", "8953", "5243", "390", "17900", "17164", "9122", "11091", "16734", "6037" ], "interaction": [ { "item": "15957", "sentiment": "Strong Positive" }, { "item": "16326", "sentiment": "Strong Positive" }, { "item": "10904", "sentiment": "Strong Positive" } ], "user_id": "10" }
{ "recommended": [ "10904", "17521", "12649", "12427", "12633", "14740", "474", "13052", "5364", "3710" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "640", "2323", "7989", "2962", "8291", "11698", "2540", "4576", "4028", "8913", "16465", "11587", "7126", "12042", "14962", "2981", "2194", "17239", "4359", "12265", "15139", "16221", "471", "14239", "4870", "13633", "14202", "6599", "9841", "5864", "8063", "8124", "2854", "956", "8986", "12480", "450", "13341", "7612", "15576", "3850", "13525", "3586", "740", "13033", "8825", "12573", "11722", "8526", "9408" ], "interaction": [ { "item": "18472", "sentiment": "Strong Positive" }, { "item": "15392", "sentiment": "Strong Positive" }, { "item": "15827", "sentiment": "Strong Positive" } ], "user_id": "11" }
{ "recommended": [ "640", "2323", "7989", "2962", "8291", "11698", "2540", "4576", "4028", "8913" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "17973", "5855", "12071", "11723", "326", "9529", "11527", "10752", "12853", "15554", "4200", "15107", "13522", "10536", "5482", "10025", "15625", "14375", "16320", "18256", "8307", "275", "17266", "7542", "1523", "14250", "17866", "2007", "12165", "12004", "10483", "14629", "11607", "13294", "1476", "11643", "1632", "14343", "8333", "16149", "10945", "13596", "4104", "4329", "12515", "14694", "16849", "16600", "7227", "13011" ], "interaction": [ { "item": "8440", "sentiment": "Strong Negative" }, { "item": "9965", "sentiment": "Strong Positive" }, { "item": "6639", "sentiment": "Strong Negative" }, { "item": "9502", "sentiment": "Strong Negative" } ], "user_id": "12" }
{ "recommended": [ "17973", "5855", "12071", "11723", "326", "9529", "11527", "10752", "12853", "15554" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6029", "13027", "13205", "14350", "11536", "13097", "14957", "12174", "10229", "10817", "11388", "17175", "3445", "534", "16888", "17012", "15397", "10430", "12381", "82", "6966", "16369", "6454", "5586", "15229", "13459", "10022", "15072", "9755", "7892", "3687", "1492", "397", "8124", "13087", "11057", "10484", "8841", "4767", "12496", "8041", "12970", "7618", "6329", "6873", "7963", "18482", "1085", "16417", "8148" ], "interaction": [ { "item": "4903", "sentiment": "Neutral" }, { "item": "7873", "sentiment": "Strong Negative" }, { "item": "12266", "sentiment": "Strong Positive" } ], "user_id": "13" }
{ "recommended": [ "6029", "13027", "13205", "14350", "11536", "13097", "14957", "12174", "10229", "10817" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8004", "15098", "9533", "17034", "3391", "14356", "7962", "7822", "18310", "3165", "3043", "17650", "13698", "13628", "8900", "8513", "8599", "3376", "10282", "15174", "9129", "9560", "6665", "10900", "18086", "10708", "11230", "15218", "16162", "11939", "6487", "9891", "14020", "7228", "4124", "17678", "4384", "12211", "10422", "5132", "17736", "16784", "9278", "4244", "5752", "16447", "15593", "8849", "3065", "1413" ], "interaction": [ { "item": "10520", "sentiment": "Strong Positive" }, { "item": "11093", "sentiment": "Strong Positive" }, { "item": "4199", "sentiment": "Strong Positive" }, { "item": "2519", "sentiment": "Weak Negative" }, { "item": "15791", "sentiment": "Strong Negative" }, { "item": "4940", "sentiment": "Strong Positive" }, { "item": "17662", "sentiment": "Neutral" } ], "user_id": "14" }
{ "recommended": [ "8004", "15098", "9533", "17034", "3391", "14356", "7962", "7822", "18310", "3165" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5517", "15225", "6112", "8921", "140", "2430", "17799", "12034", "18228", "15826", "3449", "14822", "16210", "18112", "10592", "4488", "15638", "18447", "3226", "572", "4260", "17412", "11552", "6810", "15499", "10737", "14695", "74", "1731", "9211", "1970", "4719", "450", "14655", "1840", "3242", "13984", "16404", "845", "8429", "2738", "6928", "11394", "6111", "7098", "10586", "651", "16402", "16710", "14479" ], "interaction": [ { "item": "15337", "sentiment": "Neutral" }, { "item": "16003", "sentiment": "Strong Positive" }, { "item": "15331", "sentiment": "Strong Positive" } ], "user_id": "15" }
{ "recommended": [ "5517", "15225", "6112", "8921", "140", "2430", "17799", "12034", "18228", "15826" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15503", "11349", "2458", "13296", "7186", "10812", "11153", "15504", "7757", "9366", "18228", "1054", "17801", "18038", "5918", "1511", "14840", "18041", "18159", "10170", "15320", "13003", "12576", "18440", "16139", "18502", "13084", "16735", "8833", "3350", "9560", "606", "15625", "16839", "13565", "17564", "88", "4147", "6741", "17300", "12954", "6455", "16041", "9556", "15041", "8064", "1620", "4528", "17784", "4064" ], "interaction": [ { "item": "7139", "sentiment": "Neutral" }, { "item": "7029", "sentiment": "Strong Positive" }, { "item": "7577", "sentiment": "Strong Positive" } ], "user_id": "16" }
{ "recommended": [ "15503", "11349", "2458", "13296", "7186", "10812", "11153", "15504", "7757", "9366" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8085", "3706", "3502", "15131", "18098", "12973", "14907", "13236", "4027", "10592", "7385", "3269", "18168", "11825", "6072", "6640", "8155", "17384", "3427", "15015", "12544", "5264", "10104", "9841", "7264", "6766", "5661", "9082", "7718", "9022", "5596", "15016", "3017", "18578", "12150", "14885", "3371", "11679", "2671", "1550", "16099", "9216", "4427", "8697", "14951", "7128", "17656", "15543", "13686", "3922" ], "interaction": [ { "item": "7794", "sentiment": "Strong Positive" }, { "item": "5855", "sentiment": "Strong Positive" }, { "item": "15217", "sentiment": "Strong Positive" } ], "user_id": "17" }
{ "recommended": [ "8085", "3706", "3502", "15131", "18098", "12973", "14907", "13236", "4027", "10592" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3088", "18167", "15645", "14815", "15765", "757", "16789", "11881", "4617", "4388", "5426", "1003", "17641", "5413", "7860", "17928", "15942", "1452", "17078", "4167", "191", "9259", "1777", "1302", "7513", "12781", "15829", "6068", "7890", "5139", "2490", "8381", "637", "5456", "1844", "1955", "18092", "5574", "950", "11174", "16232", "17518", "8415", "12835", "11445", "14650", "11921", "12691", "8327", "9874" ], "interaction": [ { "item": "18572", "sentiment": "Strong Positive" }, { "item": "4632", "sentiment": "Neutral" }, { "item": "12800", "sentiment": "Neutral" } ], "user_id": "18" }
{ "recommended": [ "3088", "18167", "15645", "14815", "15765", "757", "16789", "11881", "4617", "4388" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11691", "7200", "5442", "7067", "9340", "18575", "13126", "7386", "10816", "12933", "8958", "15504", "18558", "1611", "7827", "9124", "2553", "17788", "11740", "18081", "8482", "4744", "15629", "16453", "9616", "8596", "5472", "18046", "10719", "10747", "626", "7260", "3407", "10030", "4326", "5883", "13098", "8260", "1260", "14766", "3879", "6602", "3815", "7335", "11814", "10783", "12946", "4894", "3329", "10054" ], "interaction": [ { "item": "6267", "sentiment": "Strong Negative" }, { "item": "11479", "sentiment": "Strong Negative" }, { "item": "17795", "sentiment": "Strong Negative" } ], "user_id": "19" }
{ "recommended": [ "11691", "7200", "5442", "7067", "9340", "18575", "13126", "7386", "10816", "12933" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "17847", "18497", "8907", "12553", "6221", "8030", "11011", "10745", "8750", "14624", "5885", "14540", "14160", "17016", "13673", "3027", "8013", "8360", "9710", "10685", "15981", "14168", "10647", "13279", "424", "2263", "12667", "7673", "674", "588", "442", "4264", "2713", "7949", "129", "11406", "1382", "3796", "4719", "11094", "11492", "17628", "7958", "11849", "16404", "8500", "17013", "12127", "10514", "11129" ], "interaction": [ { "item": "17940", "sentiment": "Neutral" }, { "item": "17948", "sentiment": "Strong Positive" }, { "item": "18497", "sentiment": "Strong Positive" } ], "user_id": "20" }
{ "recommended": [ "18497", "17847", "8907", "12553", "6221", "8030", "11011", "10745", "8750", "14624" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1457", "6029", "15073", "14486", "13160", "3088", "2918", "15489", "15752", "15826", "10095", "14705", "16444", "16074", "1367", "10873", "8833", "7300", "13206", "4352", "3515", "18295", "15896", "1740", "15966", "17219", "14714", "2150", "3824", "2047", "11499", "18268", "7411", "16616", "6049", "511", "15565", "9706", "2834", "18488", "4501", "7277", "6938", "11294", "3497", "8548", "16100", "6169", "11816", "8708" ], "interaction": [ { "item": "4378", "sentiment": "Strong Positive" }, { "item": "8996", "sentiment": "Neutral" }, { "item": "8697", "sentiment": "Strong Positive" } ], "user_id": "21" }
{ "recommended": [ "1457", "6029", "15073", "14486", "13160", "3088", "2918", "15489", "15752", "15826" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13646", "11040", "8380", "13818", "10883", "14206", "18199", "12984", "15826", "10752", "1274", "11527", "12841", "12214", "15143", "16190", "18456", "10959", "12467", "10424", "13310", "12063", "9236", "7317", "18073", "2209", "6843", "10153", "8600", "18232", "6638", "10327", "1394", "4987", "2834", "17428", "2059", "10244", "10579", "10924", "8495", "15784", "5068", "6129", "18198", "6662", "12647", "15689", "1085", "8035" ], "interaction": [ { "item": "18366", "sentiment": "Strong Positive" }, { "item": "18454", "sentiment": "Strong Positive" }, { "item": "18503", "sentiment": "Strong Positive" }, { "item": "18513", "sentiment": "Neutral" }, { "item": "18514", "sentiment": "Neutral" } ], "user_id": "22" }
{ "recommended": [ "13646", "11040", "8380", "13818", "10883", "14206", "18199", "12984", "15826", "10752" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9663", "5259", "15589", "2994", "13457", "3641", "10588", "15451", "14356", "10241", "3691", "2263", "7976", "8309", "13174", "12841", "11629", "4656", "8013", "92", "15955", "8833", "15638", "14733", "1438", "17194", "7006", "17964", "13707", "17375", "11763", "1981", "1922", "1625", "4338", "10434", "792", "11002", "5611", "16461", "15313", "9496", "1347", "1530", "7098", "8011", "18466", "10877", "4853", "11573" ], "interaction": [ { "item": "12045", "sentiment": "Strong Positive" }, { "item": "16009", "sentiment": "Strong Positive" }, { "item": "16498", "sentiment": "Strong Positive" } ], "user_id": "23" }
{ "recommended": [ "9663", "5259", "15589", "2994", "13457", "3641", "10588", "15451", "14356", "10241" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9813", "12487", "14608", "4096", "14314", "9409", "14175", "9047", "3808", "10478", "545", "6560", "12751", "14103", "8283", "5604", "474", "6640", "8813", "961", "12225", "17629", "13267", "5737", "18502", "9623", "1443", "4614", "9018", "13923", "15264", "14143", "2493", "5576", "9300", "1338", "2852", "18148", "17830", "17220", "18153", "5551", "748", "2896", "2834", "2297", "17051", "12018", "15359", "7918" ], "interaction": [ { "item": "5033", "sentiment": "Strong Positive" }, { "item": "5510", "sentiment": "Neutral" }, { "item": "8813", "sentiment": "Strong Positive" } ], "user_id": "24" }
{ "recommended": [ "8813", "9813", "12487", "14608", "4096", "14314", "9409", "14175", "9047", "3808" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5218", "7755", "4407", "13484", "12001", "5039", "12080", "12926", "9960", "5600", "12727", "14840", "18252", "15027", "13213", "6667", "7585", "8649", "6301", "1939", "13468", "84", "18269", "8786", "12892", "6908", "9353", "7267", "9236", "10052", "15924", "5511", "12692", "14301", "4988", "8998", "998", "9556", "15564", "703", "14870", "17162", "9163", "8731", "15494", "3012", "13586", "7846", "1446", "4972" ], "interaction": [ { "item": "13950", "sentiment": "Strong Positive" }, { "item": "12850", "sentiment": "Strong Negative" }, { "item": "8663", "sentiment": "Weak Negative" }, { "item": "13190", "sentiment": "Neutral" } ], "user_id": "25" }
{ "recommended": [ "5218", "7755", "4407", "13484", "12001", "5039", "12080", "12926", "9960", "5600" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "406", "11860", "8566", "15112", "1635", "15523", "14416", "17033", "11755", "18088", "12724", "5997", "14283", "17655", "17296", "15445", "3544", "3640", "7331", "11629", "7646", "12926", "16361", "16837", "17279", "8288", "11875", "16610", "13829", "4875", "14280", "16178", "15646", "18020", "3861", "14714", "2599", "4581", "12685", "6004", "13834", "7156", "2524", "12295", "13521", "7647", "5006", "6382", "10365", "4615" ], "interaction": [ { "item": "838", "sentiment": "Strong Positive" }, { "item": "3038", "sentiment": "Strong Positive" }, { "item": "3640", "sentiment": "Strong Positive" } ], "user_id": "26" }
{ "recommended": [ "3640", "406", "11860", "8566", "15112", "1635", "15523", "14416", "17033", "11755" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9312", "18200", "17593", "18345", "16825", "16444", "11147", "5482", "3372", "16890", "14760", "7337", "16709", "16506", "13635", "16528", "14440", "6673", "13233", "14131", "18236", "4743", "15031", "10361", "12071", "3447", "11388", "1464", "14054", "2333", "9315", "14331", "13259", "11817", "6909", "2687", "17741", "441", "14023", "2192", "286", "973", "9737", "13917", "11894", "1830", "15614", "5625", "5528", "956" ], "interaction": [ { "item": "13911", "sentiment": "Strong Positive" }, { "item": "14114", "sentiment": "Strong Positive" }, { "item": "14119", "sentiment": "Neutral" }, { "item": "14115", "sentiment": "Strong Positive" }, { "item": "12402", "sentiment": "Strong Negative" }, { "item": "14970", "sentiment": "Strong Positive" }, { "item": "14756", "sentiment": "Strong Positive" }, { "item": "16074", "sentiment": "Strong Positive" }, { "item": "15949", "sentiment": "Strong Positive" }, { "item": "16190", "sentiment": "Strong Positive" }, { "item": "17488", "sentiment": "Strong Positive" }, { "item": "12255", "sentiment": "Neutral" }, { "item": "18200", "sentiment": "Weak Negative" } ], "user_id": "27" }
{ "recommended": [ "18200", "9312", "17593", "18345", "16825", "16444", "11147", "5482", "3372", "16890" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "1234", "13721", "16526", "9784", "4343", "10620", "14465", "14230", "11219", "11176", "5217", "8010", "18123", "8928", "3228", "14330", "284", "4020", "13644", "1142", "18196", "4424", "3864", "8562", "1139", "1178", "11366", "5464", "17772", "14643", "2089", "1461", "6702", "161", "6051", "12609", "18390", "4640", "5647", "9548", "1025", "10086", "18578", "6698", "2777", "5831", "9249", "7013", "378", "18077" ], "interaction": [ { "item": "7460", "sentiment": "Neutral" }, { "item": "9654", "sentiment": "Neutral" }, { "item": "7202", "sentiment": "Strong Negative" } ], "user_id": "28" }
{ "recommended": [ "1234", "13721", "16526", "9784", "4343", "10620", "14465", "14230", "11219", "11176" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3506", "17199", "2005", "18163", "3103", "15761", "15215", "13659", "13708", "13182", "11011", "9787", "10747", "17692", "17371", "15578", "12844", "15762", "10433", "7934", "5644", "14926", "12169", "17019", "14700", "11617", "2298", "806", "6117", "12685", "6457", "2467", "563", "2623", "248", "3931", "16616", "14364", "10704", "3695", "12951", "2460", "8235", "7789", "17764", "214", "13110", "1416", "10968", "6755" ], "interaction": [ { "item": "2794", "sentiment": "Strong Positive" }, { "item": "187", "sentiment": "Strong Positive" }, { "item": "3823", "sentiment": "Strong Positive" }, { "item": "10704", "sentiment": "Strong Positive" } ], "user_id": "29" }
{ "recommended": [ "10704", "3506", "17199", "2005", "18163", "3103", "15761", "15215", "13659", "13708" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13646", "13264", "16917", "15996", "15699", "17394", "15886", "2390", "7838", "16680", "13704", "10785", "2468", "6601", "9722", "14226", "15554", "10639", "12723", "813", "5642", "4282", "6521", "5200", "13754", "1539", "16856", "4261", "3504", "18433", "1421", "17265", "589", "3370", "4759", "3328", "16309", "3161", "3078", "7033", "3362", "4577", "5000", "6274", "6698", "218", "2836", "11739", "11876", "17332" ], "interaction": [ { "item": "543", "sentiment": "Neutral" }, { "item": "5294", "sentiment": "Neutral" }, { "item": "5000", "sentiment": "Neutral" } ], "user_id": "30" }
{ "recommended": [ "5000", "13646", "13264", "16917", "15996", "15699", "17394", "15886", "2390", "7838" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8740", "8460", "14660", "12192", "16045", "10942", "18271", "17161", "104", "13567", "14280", "7845", "16915", "1587", "1773", "14252", "11270", "6833", "12241", "1609", "11552", "16886", "12228", "16135", "14619", "439", "15860", "11093", "37", "3916", "7614", "95", "7878", "5973", "4861", "5578", "11765", "6096", "8359", "3960", "13794", "17947", "9936", "12568", "8654", "17444", "5553", "1602", "8244", "8540" ], "interaction": [ { "item": "3579", "sentiment": "Weak Negative" }, { "item": "6146", "sentiment": "Strong Positive" }, { "item": "3960", "sentiment": "Neutral" } ], "user_id": "31" }
{ "recommended": [ "3960", "8740", "8460", "14660", "12192", "16045", "10942", "18271", "17161", "104" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18465", "17214", "8648", "14567", "13273", "13280", "14411", "16064", "391", "7451", "2430", "10405", "15346", "18063", "18387", "9124", "5953", "3500", "4002", "5834", "9476", "11218", "13411", "15998", "9895", "7908", "6909", "11632", "15157", "18263", "6658", "2626", "2551", "5840", "15348", "3713", "4717", "9280", "11057", "9983", "11413", "5902", "6108", "13149", "15263", "2403", "11181", "13341", "12638", "3116" ], "interaction": [ { "item": "11945", "sentiment": "Neutral" }, { "item": "9451", "sentiment": "Neutral" }, { "item": "8218", "sentiment": "Weak Positive" } ], "user_id": "32" }
{ "recommended": [ "18465", "17214", "8648", "14567", "13273", "13280", "14411", "16064", "391", "7451" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "822", "14426", "15905", "15203", "13203", "11646", "7594", "12486", "14697", "6716", "14799", "13814", "12795", "17842", "16646", "13601", "1692", "14049", "15511", "11875", "1243", "17851", "10888", "17750", "16780", "12673", "3170", "11096", "1069", "16877", "16231", "7892", "6327", "3144", "1106", "12437", "6004", "17079", "5929", "3578", "768", "9097", "18255", "11203", "4685", "17051", "8168", "2329", "16918", "14530" ], "interaction": [ { "item": "16288", "sentiment": "Strong Positive" }, { "item": "16287", "sentiment": "Neutral" }, { "item": "16796", "sentiment": "Strong Positive" } ], "user_id": "33" }
{ "recommended": [ "822", "14426", "15905", "15203", "13203", "11646", "7594", "12486", "14697", "6716" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10815", "8460", "16917", "18074", "9747", "15302", "17988", "16704", "14551", "8054", "14639", "5034", "15886", "18371", "17552", "5623", "13157", "17585", "12390", "17279", "3208", "7232", "14713", "228", "14187", "17839", "18256", "10201", "3824", "13310", "2983", "1304", "5352", "12498", "16023", "936", "5141", "17330", "8427", "13917", "11018", "5707", "5617", "15673", "18105", "15127", "1161", "17313", "18003", "10349" ], "interaction": [ { "item": "4967", "sentiment": "Strong Positive" }, { "item": "13188", "sentiment": "Strong Negative" }, { "item": "12485", "sentiment": "Strong Positive" } ], "user_id": "34" }
{ "recommended": [ "10815", "8460", "16917", "18074", "9747", "15302", "17988", "16704", "14551", "8054" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4203", "16357", "17027", "15532", "813", "16238", "16135", "1279", "8337", "13387", "13397", "4908", "16932", "11990", "11429", "2649", "4396", "12764", "6608", "5526", "16082", "2231", "11083", "9291", "12556", "362", "4387", "9472", "48", "9235", "4289", "7515", "5298", "4890", "13802", "63", "13801", "9192", "11111", "3716", "7740", "4917", "18372", "12116", "12361", "11198", "4016", "4533", "8945", "9734" ], "interaction": [ { "item": "1026", "sentiment": "Strong Positive" }, { "item": "1753", "sentiment": "Weak Negative" }, { "item": "1279", "sentiment": "Strong Positive" } ], "user_id": "35" }
{ "recommended": [ "1279", "4203", "16357", "17027", "15532", "813", "16238", "16135", "8337", "13387" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14603", "13642", "14127", "12711", "14821", "7646", "15055", "8681", "17310", "3529", "6363", "5219", "1424", "10581", "3940", "17222", "12267", "14434", "6962", "15912", "12138", "18416", "2156", "1903", "641", "2613", "3769", "8288", "16320", "10523", "4981", "6509", "994", "4342", "12284", "6148", "4221", "9378", "6123", "3267", "11120", "2584", "14217", "4829", "7637", "16043", "16688", "15798", "13444", "16600" ], "interaction": [ { "item": "12311", "sentiment": "Strong Positive" }, { "item": "13505", "sentiment": "Strong Positive" }, { "item": "14127", "sentiment": "Strong Positive" } ], "user_id": "36" }
{ "recommended": [ "14127", "14603", "13642", "12711", "14821", "7646", "15055", "8681", "17310", "3529" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "16700", "17576", "17486", "14489", "14129", "15492", "15903", "14395", "18473", "15450", "12795", "9326", "10547", "17951", "9309", "1188", "6317", "3752", "8702", "3682", "15901", "12340", "18061", "6542", "7691", "11385", "9459", "18531", "2596", "7839", "8531", "7278", "3306", "9135", "7728", "1365", "6410", "6844", "9338", "5112", "6375", "8801", "14182", "1886", "6537", "1695", "2429", "7204", "13846", "7444" ], "interaction": [ { "item": "10284", "sentiment": "Neutral" }, { "item": "10433", "sentiment": "Neutral" }, { "item": "11955", "sentiment": "Neutral" }, { "item": "9951", "sentiment": "Neutral" }, { "item": "12214", "sentiment": "Neutral" }, { "item": "13322", "sentiment": "Neutral" }, { "item": "15266", "sentiment": "Neutral" }, { "item": "15722", "sentiment": "Neutral" }, { "item": "14890", "sentiment": "Strong Positive" }, { "item": "15608", "sentiment": "Neutral" }, { "item": "9973", "sentiment": "Strong Positive" }, { "item": "16700", "sentiment": "Neutral" } ], "user_id": "37" }
{ "recommended": [ "16700", "17576", "17486", "14489", "14129", "15492", "15903", "14395", "18473", "15450" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10573", "6754", "14776", "4573", "15753", "11371", "7822", "1635", "6833", "17758", "17968", "1195", "17780", "10518", "7135", "14314", "12265", "16946", "8097", "12138", "5564", "7996", "943", "7635", "9901", "1788", "5401", "3979", "16054", "14392", "15497", "10484", "15613", "13294", "7786", "3724", "3058", "16106", "8706", "3124", "6141", "4737", "2618", "4092", "9691", "6538", "3878", "18264", "494", "4025" ], "interaction": [ { "item": "4077", "sentiment": "Weak Negative" }, { "item": "8769", "sentiment": "Strong Negative" }, { "item": "15613", "sentiment": "Weak Positive" } ], "user_id": "38" }
{ "recommended": [ "15613", "10573", "6754", "14776", "4573", "15753", "11371", "7822", "1635", "6833" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8084", "10862", "10407", "8496", "9775", "15317", "7252", "17692", "5344", "4253", "13030", "7510", "13283", "16729", "12576", "12493", "6117", "13028", "10601", "5808", "13692", "16320", "1165", "5451", "7749", "8384", "18196", "18409", "6224", "2283", "7669", "12026", "5954", "9817", "2709", "7890", "4907", "4212", "9020", "18585", "18255", "8320", "8370", "4429", "3497", "14482", "214", "12920", "17765", "1072" ], "interaction": [ { "item": "5953", "sentiment": "Strong Positive" }, { "item": "5074", "sentiment": "Strong Positive" }, { "item": "5203", "sentiment": "Strong Positive" }, { "item": "4429", "sentiment": "Strong Positive" } ], "user_id": "39" }
{ "recommended": [ "4429", "8084", "10862", "10407", "8496", "9775", "15317", "7252", "17692", "5344" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "772", "6453", "15055", "13340", "17346", "1926", "8537", "16255", "4782", "2176", "16720", "14945", "14787", "10873", "2998", "10535", "8482", "11011", "4287", "12464", "9995", "7114", "10722", "11458", "15641", "1165", "12053", "6500", "4052", "11341", "9857", "6179", "7513", "14023", "1035", "17866", "569", "11915", "4298", "13486", "9430", "18229", "708", "858", "2282", "4738", "815", "2329", "3125", "1233" ], "interaction": [ { "item": "5360", "sentiment": "Neutral" }, { "item": "10765", "sentiment": "Strong Positive" }, { "item": "11186", "sentiment": "Neutral" }, { "item": "7996", "sentiment": "Strong Positive" }, { "item": "14723", "sentiment": "Strong Positive" }, { "item": "15554", "sentiment": "Neutral" }, { "item": "17530", "sentiment": "Strong Positive" }, { "item": "16551", "sentiment": "Strong Positive" }, { "item": "18229", "sentiment": "Weak Positive" } ], "user_id": "40" }
{ "recommended": [ "18229", "772", "6453", "15055", "13340", "17346", "1926", "8537", "16255", "4782" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18140", "15232", "16005", "6081", "9982", "17924", "3195", "1938", "10056", "5149", "4419", "14035", "5885", "15661", "9273", "17925", "14918", "16915", "10430", "9882", "194", "10193", "18263", "18463", "10959", "3805", "12651", "803", "15565", "2093", "4493", "4903", "1429", "5850", "7509", "15760", "3202", "8597", "18062", "11738", "5301", "6496", "13358", "13367", "9493", "17946", "13022", "10619", "13245", "13823" ], "interaction": [ { "item": "5401", "sentiment": "Strong Negative" }, { "item": "4380", "sentiment": "Strong Positive" }, { "item": "3163", "sentiment": "Weak Negative" } ], "user_id": "41" }
{ "recommended": [ "18140", "15232", "16005", "6081", "9982", "17924", "3195", "1938", "10056", "5149" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14116", "12067", "11241", "17239", "8689", "14585", "16644", "11673", "3554", "18288", "1197", "3130", "5414", "16805", "4712", "18286", "17968", "10756", "14150", "5804", "8478", "11214", "17961", "13060", "6721", "1223", "6140", "9247", "8743", "1584", "1316", "65", "9777", "13834", "10781", "4671", "5289", "12668", "15265", "13859", "5851", "9878", "11836", "18045", "6895", "7322", "15059", "14136", "14428", "7419" ], "interaction": [ { "item": "3217", "sentiment": "Strong Positive" }, { "item": "7594", "sentiment": "Neutral" }, { "item": "16741", "sentiment": "Weak Negative" } ], "user_id": "42" }
{ "recommended": [ "14116", "12067", "11241", "17239", "8689", "14585", "16644", "11673", "3554", "18288" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14015", "14046", "12752", "13763", "9934", "15765", "14875", "18345", "8230", "18249", "6774", "10535", "11491", "6377", "4709", "2605", "15393", "10622", "17136", "4809", "15215", "9294", "8584", "9346", "18332", "4881", "15397", "7635", "1204", "11331", "15807", "3267", "10455", "3851", "5464", "1840", "3977", "5634", "8438", "7583", "4375", "8063", "12425", "1606", "2164", "16100", "12588", "16534", "213", "2485" ], "interaction": [ { "item": "11433", "sentiment": "Strong Negative" }, { "item": "13431", "sentiment": "Strong Positive" }, { "item": "14986", "sentiment": "Strong Positive" }, { "item": "9934", "sentiment": "Strong Positive" } ], "user_id": "43" }
{ "recommended": [ "9934", "14015", "14046", "12752", "13763", "15765", "14875", "18345", "8230", "18249" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14494", "1117", "6958", "12893", "9324", "18188", "11595", "1496", "15912", "15393", "17645", "13610", "18558", "11999", "7427", "10859", "16284", "16276", "933", "7490", "14924", "917", "4070", "17154", "2593", "2945", "3592", "15563", "4022", "16215", "14161", "9306", "5649", "596", "12554", "3382", "5271", "4180", "8500", "13617", "11571", "6492", "13380", "4917", "8536", "8617", "11502", "9163", "7988", "14669" ], "interaction": [ { "item": "1672", "sentiment": "Strong Positive" }, { "item": "1960", "sentiment": "Strong Positive" }, { "item": "1496", "sentiment": "Strong Positive" } ], "user_id": "44" }
{ "recommended": [ "1496", "14494", "1117", "6958", "12893", "9324", "18188", "11595", "15912", "15393" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2105", "13721", "2672", "18332", "990", "1637", "772", "6416", "5123", "17166", "3354", "3808", "15133", "15640", "9228", "15433", "7050", "17907", "9557", "8924", "3322", "6380", "17961", "14054", "1587", "394", "7856", "5577", "87", "263", "10844", "2785", "8594", "11834", "10693", "1421", "2528", "207", "5878", "4141", "18134", "7760", "10530", "1476", "6266", "10641", "6099", "8737", "13784", "4351" ], "interaction": [ { "item": "2035", "sentiment": "Strong Positive" }, { "item": "2539", "sentiment": "Strong Positive" }, { "item": "17877", "sentiment": "Strong Positive" } ], "user_id": "45" }
{ "recommended": [ "2105", "13721", "2672", "18332", "990", "1637", "772", "6416", "5123", "17166" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13507", "2189", "14486", "14815", "15264", "9932", "5493", "17989", "8989", "16405", "15347", "14122", "12220", "4278", "9513", "11219", "2763", "13597", "17324", "13966", "12825", "14585", "14839", "13766", "17478", "12884", "18244", "561", "7267", "4157", "2211", "88", "1976", "16606", "21", "11607", "5083", "1425", "11174", "13674", "6895", "9219", "5389", "6188", "6787", "54", "13115", "14769", "13362", "18499" ], "interaction": [ { "item": "5023", "sentiment": "Strong Positive" }, { "item": "9296", "sentiment": "Strong Positive" }, { "item": "16943", "sentiment": "Neutral" } ], "user_id": "46" }
{ "recommended": [ "13507", "2189", "14486", "14815", "15264", "9932", "5493", "17989", "8989", "16405" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13629", "13507", "11884", "14690", "11481", "12999", "17924", "12935", "7237", "13869", "794", "12110", "9648", "15346", "10716", "14386", "10613", "7300", "11856", "14161", "18271", "15769", "6923", "16239", "18263", "1669", "12821", "17806", "7350", "3973", "4370", "3979", "8785", "7513", "2693", "6900", "2192", "3794", "13521", "8796", "9966", "3437", "17437", "17802", "10310", "6059", "10604", "9210", "12511", "17603" ], "interaction": [ { "item": "4685", "sentiment": "Strong Positive" }, { "item": "11803", "sentiment": "Strong Positive" }, { "item": "1711", "sentiment": "Weak Negative" } ], "user_id": "47" }
{ "recommended": [ "13629", "13507", "11884", "14690", "11481", "12999", "17924", "12935", "7237", "13869" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14390", "16868", "5971", "8544", "15978", "13097", "12933", "11651", "18535", "653", "1635", "15765", "6531", "10090", "15903", "17566", "14665", "14511", "11676", "2473", "8981", "16969", "10873", "14620", "5586", "10570", "13440", "1643", "2312", "8198", "10127", "8906", "10467", "9353", "8108", "15829", "3540", "18321", "657", "17300", "4446", "8536", "5072", "4076", "14578", "4498", "16574", "632", "9339", "10036" ], "interaction": [ { "item": "8154", "sentiment": "Strong Positive" }, { "item": "10966", "sentiment": "Strong Positive" }, { "item": "10076", "sentiment": "Neutral" }, { "item": "10090", "sentiment": "Strong Positive" } ], "user_id": "48" }
{ "recommended": [ "10090", "14390", "16868", "5971", "8544", "15978", "13097", "12933", "11651", "18535" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "11349", "12653", "17306", "16809", "16203", "3570", "653", "10465", "18191", "12096", "7489", "17847", "464", "11090", "17531", "16370", "15255", "3606", "2049", "5093", "6542", "1835", "11763", "4834", "2647", "9030", "12781", "3639", "8325", "6232", "7958", "15553", "3797", "6283", "8754", "1272", "18444", "14385", "3725", "15586", "12655", "9778", "2171", "16863", "5799", "15592", "11501", "10561", "11410", "7377" ], "interaction": [ { "item": "1753", "sentiment": "Strong Positive" }, { "item": "3181", "sentiment": "Strong Positive" }, { "item": "8325", "sentiment": "Strong Positive" } ], "user_id": "49" }
{ "recommended": [ "8325", "11349", "12653", "17306", "16809", "16203", "3570", "653", "10465", "18191" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12848", "1243", "3059", "15147", "11707", "17450", "9066", "11160", "10901", "2356", "4260", "2185", "4107", "14814", "3886", "7650", "4164", "9359", "3536", "13512", "18115", "7416", "3445", "16697", "12074", "13611", "11825", "11158", "560", "7974", "616", "6008", "4638", "461", "14800", "366", "3274", "851", "7517", "9737", "2961", "6697", "5182", "18587", "10008", "1550", "8363", "16344", "17810", "11129" ], "interaction": [ { "item": "2067", "sentiment": "Neutral" }, { "item": "7622", "sentiment": "Strong Positive" }, { "item": "5578", "sentiment": "Strong Positive" }, { "item": "17292", "sentiment": "Strong Negative" } ], "user_id": "50" }
{ "recommended": [ "12848", "1243", "3059", "15147", "11707", "17450", "9066", "11160", "10901", "2356" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "17957", "4183", "2368", "17179", "15366", "10794", "3897", "5172", "11089", "3250", "5195", "6182", "16227", "14919", "10411", "12764", "17202", "14221", "4516", "2499", "11323", "15040", "16297", "15541", "14434", "3612", "16399", "13519", "16374", "12875", "3258", "2319", "7862", "65", "13887", "18149", "13960", "1019", "2225", "6055", "7960", "13154", "9220", "18587", "11741", "5480", "4375", "12729", "8474", "11761" ], "interaction": [ { "item": "13732", "sentiment": "Strong Positive" }, { "item": "8909", "sentiment": "Strong Positive" }, { "item": "15959", "sentiment": "Strong Positive" } ], "user_id": "51" }
{ "recommended": [ "17957", "4183", "2368", "17179", "15366", "10794", "3897", "5172", "11089", "3250" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15931", "12648", "11895", "12196", "12642", "14986", "2284", "9401", "13189", "5997", "18485", "17834", "18163", "4564", "12717", "4441", "630", "3128", "14192", "15287", "8097", "1973", "579", "9324", "7113", "10959", "3207", "14130", "9340", "9468", "10374", "11136", "7965", "17384", "11731", "15239", "946", "1104", "3327", "9515", "6259", "806", "14534", "6337", "296", "7760", "12040", "5952", "703", "15536" ], "interaction": [ { "item": "13215", "sentiment": "Strong Positive" }, { "item": "13981", "sentiment": "Strong Positive" }, { "item": "15732", "sentiment": "Strong Positive" } ], "user_id": "52" }
{ "recommended": [ "15931", "12648", "11895", "12196", "12642", "14986", "2284", "9401", "13189", "5997" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12535", "16552", "6016", "12863", "8024", "14204", "16355", "7404", "14649", "16405", "1887", "17792", "17580", "1802", "14871", "2626", "667", "17641", "9557", "14438", "12503", "5291", "15805", "15972", "16644", "2582", "2772", "6579", "5232", "5177", "8108", "16232", "5082", "6609", "17330", "14643", "10199", "8511", "18398", "12666", "17920", "5150", "12684", "5688", "939", "16117", "3290", "9210", "3136", "17293" ], "interaction": [ { "item": "22", "sentiment": "Strong Positive" }, { "item": "399", "sentiment": "Weak Positive" }, { "item": "12666", "sentiment": "Weak Negative" } ], "user_id": "53" }
{ "recommended": [ "12666", "12535", "16552", "6016", "12863", "8024", "14204", "16355", "7404", "14649" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2063", "3522", "12648", "2398", "17341", "2523", "14667", "3975", "6354", "11422", "15661", "18497", "478", "2463", "13813", "15269", "4027", "18028", "12092", "17140", "2046", "4709", "11241", "6960", "8093", "16693", "8514", "17889", "15626", "5908", "17264", "562", "12713", "17830", "4990", "5833", "1664", "6266", "17748", "6822", "9373", "4484", "16043", "10306", "4985", "18495", "12734", "2973", "10182", "5609" ], "interaction": [ { "item": "4754", "sentiment": "Strong Positive" }, { "item": "2811", "sentiment": "Weak Negative" }, { "item": "6593", "sentiment": "Neutral" } ], "user_id": "54" }
{ "recommended": [ "2063", "3522", "12648", "2398", "17341", "2523", "14667", "3975", "6354", "11422" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2398", "757", "12486", "18518", "15892", "16063", "235", "14807", "1956", "18100", "2803", "12505", "17961", "5530", "8903", "12164", "15477", "7218", "499", "2167", "16221", "3828", "5472", "1666", "10127", "13722", "13310", "18296", "2242", "3916", "5840", "10107", "37", "5289", "7630", "13701", "13705", "14501", "2219", "1548", "16461", "4239", "7461", "9168", "3724", "1535", "9217", "320", "204", "8134" ], "interaction": [ { "item": "7014", "sentiment": "Strong Positive" }, { "item": "8304", "sentiment": "Strong Positive" }, { "item": "15867", "sentiment": "Strong Positive" } ], "user_id": "55" }
{ "recommended": [ "2398", "757", "12486", "18518", "15892", "16063", "235", "14807", "1956", "18100" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7465", "8591", "10862", "9405", "8128", "15354", "15885", "9329", "7962", "16809", "8689", "13593", "17361", "5936", "15335", "6354", "10478", "9720", "7650", "12924", "14347", "3240", "11886", "16050", "1483", "17126", "15046", "8022", "5208", "1088", "5106", "7815", "5728", "8390", "2829", "4579", "8203", "9024", "8427", "12640", "9082", "16469", "12580", "11191", "10632", "13984", "4166", "3545", "3930", "4577" ], "interaction": [ { "item": "10506", "sentiment": "Strong Positive" }, { "item": "18535", "sentiment": "Strong Positive" }, { "item": "18040", "sentiment": "Strong Positive" }, { "item": "18036", "sentiment": "Neutral" }, { "item": "18244", "sentiment": "Strong Positive" }, { "item": "18097", "sentiment": "Strong Negative" }, { "item": "18397", "sentiment": "Strong Positive" }, { "item": "18423", "sentiment": "Strong Positive" }, { "item": "18455", "sentiment": "Strong Positive" }, { "item": "18452", "sentiment": "Strong Positive" }, { "item": "18456", "sentiment": "Strong Positive" }, { "item": "18457", "sentiment": "Strong Positive" }, { "item": "18493", "sentiment": "Weak Positive" }, { "item": "18489", "sentiment": "Strong Positive" }, { "item": "18527", "sentiment": "Strong Positive" }, { "item": "18549", "sentiment": "Strong Positive" }, { "item": "18510", "sentiment": "Strong Positive" } ], "user_id": "56" }
{ "recommended": [ "7465", "8591", "10862", "9405", "8128", "15354", "15885", "9329", "7962", "16809" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "4557", "12725", "13752", "10842", "8515", "13328", "16990", "13673", "16775", "5602", "13814", "9313", "7234", "3071", "12315", "18216", "5885", "11952", "9558", "6117", "14897", "9921", "1651", "8482", "977", "14143", "8039", "6545", "747", "4543", "1488", "18404", "6508", "11013", "1640", "750", "240", "296", "6049", "8405", "846", "16140", "17878", "17146", "15515", "11648", "1101", "7098", "8625", "11367" ], "interaction": [ { "item": "4103", "sentiment": "Strong Negative" }, { "item": "8714", "sentiment": "Strong Negative" }, { "item": "10500", "sentiment": "Neutral" }, { "item": "10178", "sentiment": "Strong Positive" } ], "user_id": "57" }
{ "recommended": [ "4557", "12725", "13752", "10842", "8515", "13328", "16990", "13673", "16775", "5602" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "5442", "579", "14221", "13830", "14350", "12442", "16427", "8991", "14842", "11587", "6093", "16528", "10100", "18100", "13568", "13731", "12305", "18262", "14804", "13375", "13866", "15042", "84", "3350", "1065", "17131", "14877", "1321", "9921", "10312", "7350", "2437", "7744", "4052", "440", "206", "1356", "13209", "8717", "18232", "12273", "18134", "10380", "5358", "1370", "418", "9628", "6369", "6287", "10605" ], "interaction": [ { "item": "9220", "sentiment": "Strong Positive" }, { "item": "6562", "sentiment": "Strong Positive" }, { "item": "6525", "sentiment": "Neutral" } ], "user_id": "58" }
{ "recommended": [ "5442", "579", "14221", "13830", "14350", "12442", "16427", "8991", "14842", "11587" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13905", "4534", "2376", "4230", "8295", "10582", "17137", "14489", "14323", "12795", "7622", "4342", "16538", "1639", "13756", "6302", "5413", "16813", "13707", "8337", "4626", "1204", "2913", "6658", "12730", "16839", "13722", "87", "6327", "2211", "453", "7878", "5457", "5299", "14550", "5991", "15704", "15836", "17487", "1476", "18390", "18329", "7424", "11421", "5072", "16111", "5786", "12482", "349", "10065" ], "interaction": [ { "item": "10648", "sentiment": "Neutral" }, { "item": "11087", "sentiment": "Strong Negative" }, { "item": "15836", "sentiment": "Neutral" } ], "user_id": "59" }
{ "recommended": [ "15836", "13905", "4534", "2376", "4230", "8295", "10582", "17137", "14489", "14323" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "16386", "9066", "15337", "15354", "3897", "9241", "9061", "17726", "17155", "6468", "14861", "445", "14705", "12597", "2006", "967", "10190", "9515", "11842", "17636", "1616", "17423", "13159", "10522", "7841", "8638", "2185", "120", "9018", "8775", "1098", "286", "1087", "329", "9550", "3674", "17791", "16041", "16098", "4156", "8595", "12397", "5104", "1373", "5379", "11637", "6169", "4039", "9705", "15093" ], "interaction": [ { "item": "1372", "sentiment": "Strong Positive" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "1566", "sentiment": "Strong Positive" }, { "item": "1084", "sentiment": "Strong Positive" } ], "user_id": "60" }
{ "recommended": [ "16386", "9066", "15337", "15354", "3897", "9241", "9061", "17726", "17155", "6468" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18188", "18245", "17766", "2063", "12791", "16738", "17008", "17898", "18310", "10733", "15936", "16976", "13902", "14606", "14730", "13779", "11890", "11201", "17210", "8962", "12558", "15534", "13259", "5426", "12038", "17716", "7609", "10959", "12667", "15473", "10274", "3442", "6572", "6477", "1725", "1153", "764", "5448", "15017", "6662", "18321", "8126", "2193", "14113", "10129", "3429", "11260", "5089", "7613", "17901" ], "interaction": [ { "item": "18279", "sentiment": "Strong Positive" }, { "item": "18241", "sentiment": "Neutral" }, { "item": "18517", "sentiment": "Strong Positive" } ], "user_id": "61" }
{ "recommended": [ "18188", "18245", "17766", "2063", "12791", "16738", "17008", "17898", "18310", "10733" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8927", "4516", "10900", "13698", "17788", "12791", "17059", "2764", "7643", "15131", "14839", "5482", "139", "11856", "7838", "2415", "13227", "1044", "17555", "18099", "15985", "10923", "18044", "5527", "13327", "7267", "6599", "7097", "8384", "8717", "11423", "2481", "3660", "5940", "7949", "5562", "3545", "996", "395", "17216", "6776", "1852", "4226", "5621", "1071", "6100", "4519", "637", "13300", "15166" ], "interaction": [ { "item": "12712", "sentiment": "Strong Negative" }, { "item": "16243", "sentiment": "Strong Negative" }, { "item": "14116", "sentiment": "Strong Negative" }, { "item": "9649", "sentiment": "Neutral" }, { "item": "9787", "sentiment": "Neutral" }, { "item": "16463", "sentiment": "Strong Negative" }, { "item": "16366", "sentiment": "Strong Negative" }, { "item": "17555", "sentiment": "Neutral" } ], "user_id": "62" }
{ "recommended": [ "17555", "8927", "4516", "10900", "13698", "17788", "12791", "17059", "2764", "7643" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13529", "2458", "1489", "8989", "11728", "11645", "14324", "16097", "11351", "16226", "15738", "18440", "17760", "5498", "7435", "11875", "3421", "13071", "9965", "747", "4834", "6197", "2054", "4647", "7276", "12781", "2968", "17774", "6066", "475", "15496", "17482", "17010", "7751", "16654", "18488", "9050", "3869", "9135", "100", "6160", "16784", "512", "11936", "5956", "632", "12104", "16460", "14895", "17718" ], "interaction": [ { "item": "8965", "sentiment": "Neutral" }, { "item": "17377", "sentiment": "Strong Positive" }, { "item": "17774", "sentiment": "Strong Positive" } ], "user_id": "63" }
{ "recommended": [ "17774", "13529", "2458", "1489", "8989", "11728", "11645", "14324", "16097", "11351" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13811", "16928", "10020", "9764", "17991", "5039", "10084", "9203", "9108", "8037", "3713", "9324", "6882", "3819", "14022", "11979", "1881", "15753", "14862", "14145", "16808", "15174", "5785", "3978", "15314", "12432", "18535", "3457", "15549", "4211", "8725", "16223", "1614", "9901", "18044", "6116", "13885", "2030", "8946", "7674", "185", "5954", "7144", "7271", "9910", "17912", "10422", "8415", "16657", "8729" ], "interaction": [ { "item": "10920", "sentiment": "Strong Negative" }, { "item": "9837", "sentiment": "Neutral" }, { "item": "14809", "sentiment": "Weak Negative" } ], "user_id": "64" }
{ "recommended": [ "13811", "16928", "10020", "9764", "17991", "5039", "10084", "9203", "9108", "8037" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18063", "3978", "18410", "1380", "5931", "15159", "4705", "7331", "7294", "13791", "16852", "15123", "9732", "7213", "10067", "4777", "15738", "1623", "3108", "1036", "4164", "12229", "14024", "3972", "10049", "17219", "382", "307", "12759", "1825", "6432", "3741", "12892", "14409", "325", "7267", "5718", "6876", "17401", "8359", "4631", "13149", "17865", "6108", "4963", "6818", "3149", "8540", "12902", "4694" ], "interaction": [ { "item": "6498", "sentiment": "Strong Positive" }, { "item": "14660", "sentiment": "Strong Negative" }, { "item": "17957", "sentiment": "Strong Positive" }, { "item": "18201", "sentiment": "Strong Positive" }, { "item": "18262", "sentiment": "Strong Positive" }, { "item": "18169", "sentiment": "Strong Positive" }, { "item": "18410", "sentiment": "Strong Positive" } ], "user_id": "65" }
{ "recommended": [ "18410", "18063", "3978", "1380", "5931", "15159", "4705", "7331", "7294", "13791" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "9202", "4689", "13484", "16356", "7385", "2407", "18217", "6134", "11963", "12794", "12422", "13116", "10176", "3862", "13710", "3630", "13236", "4595", "8750", "4287", "13459", "3752", "2570", "9318", "18176", "18245", "12877", "12467", "8562", "7949", "592", "2636", "15899", "7647", "1839", "7325", "9128", "4988", "9774", "609", "6952", "16691", "2158", "5077", "16100", "6434", "13680", "5543", "189", "354" ], "interaction": [ { "item": "3877", "sentiment": "Strong Negative" }, { "item": "10597", "sentiment": "Strong Positive" }, { "item": "15740", "sentiment": "Strong Positive" } ], "user_id": "66" }
{ "recommended": [ "9202", "4689", "13484", "16356", "7385", "2407", "18217", "6134", "11963", "12794" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14624", "746", "15451", "12446", "4347", "3993", "1611", "9043", "17576", "12083", "15584", "4809", "227", "6279", "7477", "5945", "8335", "15539", "1018", "7237", "16481", "11735", "8513", "7939", "15320", "17247", "13208", "12155", "14936", "8113", "17194", "1104", "8855", "18429", "1318", "13552", "878", "3324", "2318", "8528", "8028", "1857", "17775", "3949", "8260", "17204", "15773", "7608", "10431", "7263" ], "interaction": [ { "item": "3758", "sentiment": "Neutral" }, { "item": "1852", "sentiment": "Strong Positive" }, { "item": "12446", "sentiment": "Strong Positive" } ], "user_id": "67" }
{ "recommended": [ "12446", "14624", "746", "15451", "4347", "3993", "1611", "9043", "17576", "12083" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "12110", "17060", "14372", "1197", "17046", "18190", "14150", "9037", "9720", "10522", "13314", "16268", "3610", "9718", "7643", "5058", "10491", "4875", "15402", "422", "5576", "18519", "6297", "16804", "14700", "2695", "9903", "14607", "15362", "7764", "15829", "6506", "3452", "13152", "12768", "7862", "18357", "2460", "6392", "792", "13306", "12546", "4704", "16498", "1446", "3057", "7885", "2697", "13526", "17114" ], "interaction": [ { "item": "14411", "sentiment": "Neutral" }, { "item": "9933", "sentiment": "Strong Positive" }, { "item": "17060", "sentiment": "Strong Positive" } ], "user_id": "68" }
{ "recommended": [ "17060", "12110", "14372", "1197", "17046", "18190", "14150", "9037", "9720", "10522" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "16512", "14871", "10917", "14437", "7575", "15630", "16888", "1669", "4867", "7821", "4224", "5066", "3255", "6671", "11646", "1489", "12853", "13563", "18366", "6086", "8857", "6493", "398", "17210", "12062", "6407", "14800", "18552", "8400", "1089", "17405", "1178", "11779", "3286", "5861", "12295", "17484", "15457", "3980", "10115", "13652", "10855", "6307", "12141", "3879", "5902", "14478", "9052", "3793", "14186" ], "interaction": [ { "item": "13911", "sentiment": "Strong Positive" }, { "item": "13638", "sentiment": "Weak Negative" }, { "item": "14610", "sentiment": "Strong Positive" }, { "item": "14437", "sentiment": "Weak Positive" } ], "user_id": "69" }
{ "recommended": [ "14437", "16512", "14871", "10917", "7575", "15630", "16888", "1669", "4867", "7821" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "776", "772", "5317", "1341", "14907", "18238", "11422", "10213", "10672", "3380", "16031", "13568", "12973", "15745", "16697", "9457", "15332", "14513", "11842", "7117", "13682", "4004", "6552", "14347", "1945", "1044", "3086", "4450", "8620", "17184", "1204", "382", "5840", "12416", "1492", "1625", "13860", "11094", "12295", "4531", "2475", "7271", "11648", "14449", "11102", "9800", "3423", "7911", "4751", "14950" ], "interaction": [ { "item": "1548", "sentiment": "Neutral" }, { "item": "6113", "sentiment": "Neutral" }, { "item": "4354", "sentiment": "Strong Positive" } ], "user_id": "70" }
{ "recommended": [ "776", "772", "5317", "1341", "14907", "18238", "11422", "10213", "10672", "3380" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13241", "12803", "757", "140", "12491", "3422", "13304", "17642", "16814", "17194", "8200", "15187", "2221", "15774", "17088", "3751", "2873", "11693", "13844", "561", "13625", "12242", "3458", "1583", "9473", "6225", "4373", "10107", "15733", "13015", "10188", "18375", "13873", "4843", "388", "1193", "1394", "465", "13984", "11295", "10315", "1190", "15494", "17453", "7658", "8564", "17510", "4413", "6823", "7467" ], "interaction": [ { "item": "4176", "sentiment": "Strong Positive" }, { "item": "4202", "sentiment": "Strong Positive" }, { "item": "4205", "sentiment": "Strong Positive" } ], "user_id": "71" }
{ "recommended": [ "13241", "12803", "757", "140", "12491", "3422", "13304", "17642", "16814", "17194" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8924", "10000", "14037", "12722", "13319", "12198", "12979", "6647", "7987", "11446", "16453", "16666", "4958", "10312", "16181", "10887", "17458", "18259", "17176", "17788", "17681", "10343", "14699", "13761", "7041", "4057", "1990", "17889", "12351", "9051", "1092", "5397", "4961", "12768", "7296", "13640", "16971", "6059", "14309", "2995", "10006", "1170", "2536", "3538", "8162", "6351", "8026", "5524", "891", "3390" ], "interaction": [ { "item": "8924", "sentiment": "Neutral" }, { "item": "8924", "sentiment": "Strong Positive" }, { "item": "8924", "sentiment": "Neutral" }, { "item": "8924", "sentiment": "Strong Positive" } ], "user_id": "72" }
{ "recommended": [ "8924", "10000", "14037", "12722", "13319", "12198", "12979", "6647", "7987", "11446" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6029", "15351", "9118", "2407", "7050", "13969", "7370", "1804", "11734", "4573", "3019", "3425", "12791", "4445", "3906", "4162", "15745", "1336", "1683", "15455", "14919", "4711", "16371", "9467", "1597", "13909", "13625", "1814", "11013", "16215", "1482", "973", "497", "15956", "2022", "6905", "8023", "18429", "3205", "15969", "1272", "7774", "17432", "10868", "7065", "10904", "15469", "6187", "2429", "8570" ], "interaction": [ { "item": "16687", "sentiment": "Strong Positive" }, { "item": "16257", "sentiment": "Strong Positive" }, { "item": "16371", "sentiment": "Strong Negative" } ], "user_id": "73" }
{ "recommended": [ "16371", "6029", "15351", "9118", "2407", "7050", "13969", "7370", "1804", "11734" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8525", "9951", "12417", "6207", "13185", "18497", "5855", "8833", "8921", "1770", "13390", "13642", "11458", "4321", "9321", "18463", "8003", "16636", "4743", "17276", "16441", "3641", "12814", "14802", "14196", "17475", "17642", "9759", "11933", "14535", "6116", "1900", "17599", "7144", "468", "9856", "5836", "15081", "17852", "8000", "11367", "6954", "14691", "3200", "16451", "13508", "4896", "14792", "591", "7519" ], "interaction": [ { "item": "3030", "sentiment": "Weak Negative" }, { "item": "3029", "sentiment": "Strong Positive" }, { "item": "6207", "sentiment": "Strong Positive" } ], "user_id": "74" }
{ "recommended": [ "6207", "8525", "9951", "12417", "13185", "18497", "5855", "8833", "8921", "1770" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14476", "18279", "13393", "15215", "15699", "385", "17458", "17907", "14890", "17651", "16537", "5234", "3502", "15347", "15108", "3592", "2563", "14840", "7097", "16941", "16882", "12432", "14557", "9273", "3905", "16285", "6175", "13349", "3322", "2120", "15234", "8759", "11458", "3082", "12502", "7409", "3331", "5578", "15956", "5991", "12419", "5072", "1753", "687", "9151", "946", "6155", "13894", "10993", "10006" ], "interaction": [ { "item": "6428", "sentiment": "Neutral" }, { "item": "7305", "sentiment": "Weak Negative" }, { "item": "14333", "sentiment": "Neutral" }, { "item": "18470", "sentiment": "Neutral" } ], "user_id": "75" }
{ "recommended": [ "14476", "18279", "13393", "15215", "15699", "385", "17458", "17907", "14890", "17651" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15513", "17898", "16248", "8747", "11352", "8236", "14962", "14957", "10097", "3201", "2566", "5600", "2911", "3568", "17073", "18361", "7689", "11626", "1325", "11346", "5586", "13868", "10278", "8527", "18332", "13384", "15366", "11604", "11374", "17265", "7317", "5303", "11436", "5048", "6839", "2719", "1123", "6609", "14285", "5553", "17995", "6617", "6241", "9060", "5703", "3024", "18357", "6668", "8601", "1233" ], "interaction": [ { "item": "3202", "sentiment": "Strong Positive" }, { "item": "3236", "sentiment": "Strong Positive" }, { "item": "3568", "sentiment": "Strong Positive" } ], "user_id": "76" }
{ "recommended": [ "3568", "15513", "17898", "16248", "8747", "11352", "8236", "14962", "14957", "10097" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14046", "17299", "13875", "13967", "17835", "5495", "5844", "16233", "15337", "6468", "9486", "4321", "16285", "7845", "10385", "14918", "16894", "16370", "10873", "12993", "7123", "14839", "15972", "3606", "14471", "12770", "9722", "15828", "7350", "17729", "5420", "98", "8974", "15548", "8229", "1428", "1855", "3785", "15573", "10434", "9701", "13849", "8350", "4339", "2973", "13380", "6553", "490", "7641", "12584" ], "interaction": [ { "item": "6289", "sentiment": "Strong Positive" }, { "item": "2319", "sentiment": "Strong Positive" }, { "item": "14030", "sentiment": "Strong Positive" } ], "user_id": "77" }
{ "recommended": [ "14046", "17299", "13875", "13967", "17835", "5495", "5844", "16233", "15337", "6468" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "158", "9105", "3607", "14966", "2014", "15323", "18292", "9939", "18091", "17226", "16937", "11976", "11473", "11865", "3027", "6666", "11740", "15901", "10570", "3888", "18176", "784", "10594", "14737", "11627", "1739", "1252", "2643", "8025", "5678", "11199", "1783", "1679", "288", "16919", "1482", "459", "11392", "2560", "9430", "16325", "4930", "3535", "15461", "3569", "3253", "7034", "5539", "8597", "14696" ], "interaction": [ { "item": "10407", "sentiment": "Strong Positive" }, { "item": "12445", "sentiment": "Strong Positive" }, { "item": "17496", "sentiment": "Weak Negative" } ], "user_id": "78" }
{ "recommended": [ "158", "9105", "3607", "14966", "2014", "15323", "18292", "9939", "18091", "17226" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6674", "2241", "13818", "14463", "14027", "17759", "17927", "14721", "5057", "9872", "12034", "3410", "12779", "6442", "10902", "13421", "17701", "15448", "15904", "8963", "13350", "18044", "17202", "6500", "6457", "11933", "4453", "12934", "897", "12354", "3238", "4964", "10432", "8371", "1846", "15007", "17888", "17865", "10849", "18427", "8615", "15023", "7433", "12986", "8358", "1247", "6483", "14180", "494", "2894" ], "interaction": [ { "item": "8977", "sentiment": "Strong Positive" }, { "item": "11290", "sentiment": "Neutral" }, { "item": "15007", "sentiment": "Neutral" } ], "user_id": "79" }
{ "recommended": [ "15007", "6674", "2241", "13818", "14463", "14027", "17759", "17927", "14721", "5057" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "7067", "16743", "14660", "14603", "18088", "17526", "18206", "18152", "10817", "11274", "3195", "16881", "11095", "7188", "463", "5498", "11343", "18172", "5093", "13388", "194", "15851", "1795", "13944", "9344", "18289", "457", "11299", "568", "3396", "288", "4058", "1625", "10295", "9430", "792", "17482", "4843", "11679", "2230", "13306", "11648", "12246", "5956", "6765", "2309", "12349", "1198", "14895", "14541" ], "interaction": [ { "item": "5968", "sentiment": "Strong Negative" }, { "item": "1786", "sentiment": "Neutral" }, { "item": "18114", "sentiment": "Neutral" } ], "user_id": "80" }
{ "recommended": [ "7067", "16743", "14660", "14603", "18088", "17526", "18206", "18152", "10817", "11274" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14033", "1116", "8938", "923", "11721", "9224", "7903", "2087", "4207", "9595", "16909", "10446", "11613", "17388", "3039", "14438", "16483", "3820", "9004", "17223", "13947", "11186", "10745", "10140", "17842", "10241", "9108", "10741", "18472", "15739", "13844", "14665", "9667", "2367", "521", "4337", "11867", "15000", "9816", "10127", "1125", "8141", "2283", "12374", "13620", "867", "5479", "13781", "6410", "748" ], "interaction": [ { "item": "3556", "sentiment": "Strong Positive" }, { "item": "8567", "sentiment": "Strong Positive" }, { "item": "15739", "sentiment": "Strong Positive" } ], "user_id": "81" }
{ "recommended": [ "15739", "14033", "1116", "8938", "923", "11721", "9224", "7903", "2087", "4207" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15850", "17389", "7755", "6841", "14460", "14743", "17452", "11045", "4741", "2690", "16587", "13748", "3612", "15539", "6667", "7659", "17367", "18480", "16665", "17345", "10760", "5564", "7558", "16737", "3651", "4638", "5125", "7778", "14389", "15915", "16023", "11837", "17690", "18232", "21", "8053", "2219", "2328", "7786", "946", "13530", "15515", "10386", "488", "1077", "5515", "12668", "17295", "8161", "9830" ], "interaction": [ { "item": "7875", "sentiment": "Weak Positive" }, { "item": "8689", "sentiment": "Weak Negative" }, { "item": "10173", "sentiment": "Weak Positive" }, { "item": "10296", "sentiment": "Strong Negative" } ], "user_id": "82" }
{ "recommended": [ "15850", "17389", "7755", "6841", "14460", "14743", "17452", "11045", "4741", "2690" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14237", "8555", "13905", "12038", "16284", "15885", "3391", "6956", "10603", "14228", "17414", "12190", "4342", "3473", "8923", "13173", "2146", "6966", "15454", "5970", "11373", "13071", "4855", "11055", "1968", "12650", "5342", "8002", "7157", "6327", "9087", "7695", "14534", "9199", "7786", "2336", "6699", "12968", "16701", "13158", "6606", "14959", "9488", "581", "8509", "6625", "125", "15236", "3498", "16527" ], "interaction": [ { "item": "5059", "sentiment": "Strong Positive" }, { "item": "6252", "sentiment": "Strong Positive" }, { "item": "7786", "sentiment": "Weak Negative" } ], "user_id": "83" }
{ "recommended": [ "7786", "14237", "8555", "13905", "12038", "16284", "15885", "3391", "6956", "10603" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14608", "17730", "3127", "17610", "17975", "18280", "18443", "2538", "15738", "11466", "18416", "7629", "16953", "4665", "10211", "4870", "11496", "13064", "13174", "13168", "959", "14812", "3257", "11710", "10679", "4001", "13977", "16831", "4638", "15287", "11979", "3075", "16073", "15935", "2609", "130", "3631", "13878", "3258", "11871", "2299", "4092", "503", "3660", "5650", "4623", "15437", "9430", "5089", "6675" ], "interaction": [ { "item": "8366", "sentiment": "Neutral" }, { "item": "6207", "sentiment": "Strong Negative" }, { "item": "14240", "sentiment": "Neutral" }, { "item": "14332", "sentiment": "Neutral" }, { "item": "12725", "sentiment": "Weak Negative" }, { "item": "812", "sentiment": "Strong Positive" }, { "item": "17966", "sentiment": "Strong Negative" }, { "item": "18280", "sentiment": "Strong Positive" } ], "user_id": "84" }
{ "recommended": [ "18280", "14608", "17730", "3127", "17610", "17975", "18443", "2538", "15738", "11466" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "13669", "10873", "5960", "13531", "1005", "16271", "1609", "9637", "8361", "17088", "15139", "17061", "13511", "7903", "14514", "16028", "17409", "4260", "11390", "12663", "4573", "430", "9166", "7289", "18222", "7459", "2148", "4219", "18220", "11399", "14020", "1597", "10247", "1625", "5954", "10177", "16133", "7022", "10678", "15466", "17218", "13339", "10121", "7540", "2429", "9375", "9407", "8684", "2353", "17378" ], "interaction": [ { "item": "2719", "sentiment": "Strong Positive" }, { "item": "1302", "sentiment": "Strong Positive" }, { "item": "5547", "sentiment": "Strong Positive" } ], "user_id": "85" }
{ "recommended": [ "13669", "10873", "5960", "13531", "1005", "16271", "1609", "9637", "8361", "17088" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8076", "2795", "12199", "8144", "10966", "16237", "17856", "17927", "14324", "14121", "4523", "16522", "9770", "14860", "15517", "2835", "17161", "12867", "13756", "16946", "18493", "14553", "12138", "12318", "17876", "9", "13317", "16536", "5940", "1543", "3631", "2829", "475", "10514", "9097", "3052", "5196", "5811", "4080", "2073", "3871", "10224", "7915", "12986", "9579", "418", "8026", "14887", "16995", "10605" ], "interaction": [ { "item": "7952", "sentiment": "Neutral" }, { "item": "3973", "sentiment": "Neutral" }, { "item": "13235", "sentiment": "Neutral" }, { "item": "13122", "sentiment": "Neutral" }, { "item": "18362", "sentiment": "Neutral" } ], "user_id": "86" }
{ "recommended": [ "8076", "2795", "12199", "8144", "10966", "16237", "17856", "17927", "14324", "14121" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15203", "18473", "1676", "3007", "7925", "13904", "17044", "12824", "8431", "18116", "16055", "17629", "15660", "4171", "6193", "4542", "13920", "15646", "14187", "12296", "7350", "5056", "46", "1427", "11764", "1976", "6060", "2524", "1533", "14217", "10192", "8194", "10422", "1852", "15784", "18495", "762", "10306", "5977", "3305", "1593", "9164", "13975", "2655", "14849", "2428", "5895", "11245", "728", "17525" ], "interaction": [ { "item": "1374", "sentiment": "Neutral" }, { "item": "5801", "sentiment": "Neutral" }, { "item": "11764", "sentiment": "Strong Positive" } ], "user_id": "87" }
{ "recommended": [ "11764", "15203", "18473", "1676", "3007", "7925", "13904", "17044", "12824", "8431" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15630", "10746", "8821", "14524", "15309", "12422", "7152", "17940", "5936", "18361", "5918", "15424", "18036", "11095", "6279", "12059", "16987", "18485", "203", "4664", "2406", "16908", "12688", "3115", "1556", "17470", "4165", "14924", "8339", "6524", "13860", "4019", "3896", "497", "12419", "5244", "2576", "12425", "3194", "15833", "12088", "13337", "958", "9927", "11119", "7877", "2216", "8526", "3211", "7762" ], "interaction": [ { "item": "1693", "sentiment": "Strong Positive" }, { "item": "3242", "sentiment": "Strong Positive" }, { "item": "2216", "sentiment": "Strong Positive" } ], "user_id": "88" }
{ "recommended": [ "2216", "15630", "10746", "8821", "14524", "15309", "12422", "7152", "17940", "5936" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "2910", "9105", "3808", "7111", "16078", "13902", "12402", "13698", "9071", "290", "16915", "11011", "16395", "15040", "14717", "572", "4087", "16823", "422", "110", "4224", "239", "1196", "6582", "1115", "11094", "2091", "13079", "8341", "14835", "11937", "16767", "4930", "3247", "17656", "17229", "7855", "763", "2536", "8462", "3511", "6089", "13108", "11739", "14896", "15651", "14905", "7064", "3197", "11141" ], "interaction": [ { "item": "5340", "sentiment": "Strong Positive" }, { "item": "7280", "sentiment": "Strong Negative" }, { "item": "7988", "sentiment": "Strong Positive" }, { "item": "15779", "sentiment": "Strong Negative" } ], "user_id": "89" }
{ "recommended": [ "2910", "9105", "3808", "7111", "16078", "13902", "12402", "13698", "9071", "290" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14562", "16319", "15552", "16799", "17461", "18330", "15498", "18204", "17731", "5712", "14461", "15533", "282", "7427", "12267", "9053", "18275", "14897", "9517", "9711", "10554", "3430", "15535", "10245", "1590", "15987", "7532", "5592", "11629", "2756", "5435", "7827", "4862", "17806", "848", "14173", "6900", "2593", "17855", "10750", "3102", "17881", "5397", "3857", "17717", "4997", "17742", "1047", "10854", "9287" ], "interaction": [ { "item": "15558", "sentiment": "Neutral" }, { "item": "15735", "sentiment": "Neutral" }, { "item": "15826", "sentiment": "Strong Positive" }, { "item": "13304", "sentiment": "Strong Positive" }, { "item": "15838", "sentiment": "Strong Positive" }, { "item": "15771", "sentiment": "Strong Positive" }, { "item": "12596", "sentiment": "Strong Positive" }, { "item": "16419", "sentiment": "Neutral" }, { "item": "15617", "sentiment": "Weak Positive" }, { "item": "12724", "sentiment": "Strong Positive" }, { "item": "16729", "sentiment": "Strong Positive" }, { "item": "16830", "sentiment": "Strong Negative" }, { "item": "16427", "sentiment": "Strong Positive" }, { "item": "16899", "sentiment": "Strong Positive" }, { "item": "16949", "sentiment": "Strong Negative" }, { "item": "16906", "sentiment": "Strong Positive" }, { "item": "17103", "sentiment": "Strong Positive" }, { "item": "15539", "sentiment": "Strong Positive" }, { "item": "16680", "sentiment": "Neutral" }, { "item": "16319", "sentiment": "Weak Negative" } ], "user_id": "90" }
{ "recommended": [ "16319", "14562", "15552", "16799", "17461", "18330", "15498", "18204", "17731", "5712" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14476", "365", "17339", "8681", "2540", "2103", "474", "4419", "3156", "10328", "12034", "14884", "17846", "8880", "138", "11721", "16048", "13826", "3976", "8237", "13611", "6112", "14873", "10025", "11199", "470", "6910", "7481", "3629", "8511", "14948", "13887", "696", "16098", "6704", "3024", "12370", "2164", "7194", "3535", "12330", "17742", "6655", "2684", "722", "17993", "13789", "9579", "14570", "11560" ], "interaction": [ { "item": "1670", "sentiment": "Strong Positive" }, { "item": "8668", "sentiment": "Strong Positive" }, { "item": "12034", "sentiment": "Strong Positive" } ], "user_id": "91" }
{ "recommended": [ "12034", "14476", "365", "17339", "8681", "2540", "2103", "474", "4419", "3156" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15216", "10047", "5136", "12309", "8344", "14487", "9399", "18496", "3248", "1902", "16239", "6607", "8813", "9124", "14864", "10785", "76", "18263", "1545", "17050", "14331", "674", "11771", "4165", "16712", "17890", "5166", "17167", "6074", "1356", "9857", "7085", "8383", "10118", "6491", "7173", "592", "4788", "6237", "7257", "9042", "3767", "1370", "18427", "10204", "216", "4403", "16314", "9521", "10948" ], "interaction": [ { "item": "1968", "sentiment": "Strong Positive" }, { "item": "1689", "sentiment": "Strong Positive" }, { "item": "1902", "sentiment": "Neutral" } ], "user_id": "92" }
{ "recommended": [ "1902", "15216", "10047", "5136", "12309", "8344", "14487", "9399", "18496", "3248" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14932", "8182", "9812", "4207", "16739", "14255", "17497", "10763", "11219", "11351", "18257", "9934", "10952", "4505", "15901", "13518", "3037", "10126", "2602", "13574", "1165", "4458", "4142", "7409", "3324", "17791", "13841", "17010", "6223", "16279", "7169", "3256", "10157", "6419", "8680", "14866", "6895", "13573", "12078", "15238", "12104", "15798", "4471", "14167", "11816", "16447", "16013", "3895", "2456", "14294" ], "interaction": [ { "item": "1101", "sentiment": "Strong Positive" }, { "item": "1100", "sentiment": "Strong Positive" }, { "item": "15257", "sentiment": "Strong Positive" } ], "user_id": "93" }
{ "recommended": [ "14932", "8182", "9812", "4207", "16739", "14255", "17497", "10763", "11219", "11351" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "15513", "15876", "14206", "3607", "6737", "15533", "4406", "6925", "17714", "10097", "17548", "18210", "1552", "5602", "13761", "7142", "7610", "8702", "3551", "10703", "16377", "14652", "11928", "13349", "13202", "17769", "3752", "2756", "6488", "17832", "14303", "16419", "9353", "17821", "12901", "4191", "7253", "1970", "1316", "17013", "6502", "5786", "9898", "845", "9298", "10611", "1446", "16451", "2623", "2727" ], "interaction": [ { "item": "5273", "sentiment": "Strong Positive" }, { "item": "5349", "sentiment": "Neutral" }, { "item": "5350", "sentiment": "Strong Positive" } ], "user_id": "94" }
{ "recommended": [ "15513", "15876", "14206", "3607", "6737", "15533", "4406", "6925", "17714", "10097" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "14494", "16704", "17615", "8455", "16931", "14733", "18378", "16477", "779", "7459", "13161", "17286", "17028", "4847", "4441", "17086", "11763", "16001", "16755", "12381", "1449", "13390", "3703", "3592", "14170", "5136", "7972", "14717", "9837", "5697", "15427", "9231", "11619", "15767", "16072", "2521", "15708", "8121", "2452", "10240", "15106", "17261", "14431", "13938", "2688", "4400", "14246", "18549", "8894", "7496" ], "interaction": [ { "item": "12524", "sentiment": "Strong Positive" }, { "item": "13305", "sentiment": "Weak Positive" }, { "item": "14206", "sentiment": "Weak Negative" }, { "item": "13752", "sentiment": "Strong Positive" }, { "item": "13583", "sentiment": "Strong Positive" }, { "item": "13737", "sentiment": "Strong Positive" }, { "item": "14544", "sentiment": "Strong Positive" }, { "item": "14416", "sentiment": "Strong Positive" }, { "item": "14783", "sentiment": "Weak Negative" }, { "item": "14891", "sentiment": "Strong Positive" }, { "item": "7495", "sentiment": "Strong Positive" }, { "item": "16424", "sentiment": "Strong Positive" }, { "item": "16285", "sentiment": "Strong Positive" }, { "item": "17223", "sentiment": "Neutral" }, { "item": "17915", "sentiment": "Strong Positive" }, { "item": "18345", "sentiment": "Strong Positive" }, { "item": "18378", "sentiment": "Strong Positive" } ], "user_id": "95" }
{ "recommended": [ "18378", "14494", "16704", "17615", "8455", "16931", "14733", "16477", "779", "7459" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "6647", "5573", "3342", "3768", "14660", "17119", "15654", "17446", "16854", "17885", "1809", "10574", "1887", "2499", "4024", "6301", "12200", "4523", "3128", "17228", "8349", "9476", "2167", "5535", "6244", "10959", "18322", "4834", "4424", "5342", "2719", "88", "4692", "7264", "5929", "10199", "17767", "13701", "9992", "10192", "4667", "14301", "9526", "4561", "1222", "1632", "6543", "11514", "3514", "13229" ], "interaction": [ { "item": "623", "sentiment": "Weak Negative" }, { "item": "8474", "sentiment": "Neutral" }, { "item": "11005", "sentiment": "Neutral" } ], "user_id": "96" }
{ "recommended": [ "6647", "5573", "3342", "3768", "14660", "17119", "15654", "17446", "16854", "17885" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "3095", "16187", "7783", "13431", "5034", "16334", "12743", "16746", "14733", "8349", "10068", "4213", "13756", "6665", "17706", "6298", "2897", "10239", "14101", "16730", "13207", "1556", "13504", "5045", "430", "816", "3245", "3833", "12378", "612", "6096", "637", "15278", "18092", "6815", "4393", "6383", "9178", "17051", "13788", "12259", "7742", "2086", "5827", "5191", "1127", "15689", "2048", "15817", "6309" ], "interaction": [ { "item": "7855", "sentiment": "Strong Positive" }, { "item": "8448", "sentiment": "Strong Positive" }, { "item": "6961", "sentiment": "Strong Positive" } ], "user_id": "97" }
{ "recommended": [ "3095", "16187", "7783", "13431", "5034", "16334", "12743", "16746", "14733", "8349" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "822", "15630", "4075", "4881", "12037", "14214", "12343", "13856", "8768", "16206", "15223", "14864", "445", "14799", "14701", "12489", "16511", "14784", "12152", "14256", "4162", "10767", "11531", "13522", "4311", "5843", "14723", "9717", "439", "561", "9016", "382", "1556", "10974", "2754", "15516", "9504", "18375", "5371", "11464", "9992", "6564", "2573", "11849", "5562", "13674", "9025", "12511", "15751", "15494" ], "interaction": [ { "item": "9824", "sentiment": "Strong Positive" }, { "item": "7868", "sentiment": "Neutral" }, { "item": "1032", "sentiment": "Strong Positive" } ], "user_id": "98" }
{ "recommended": [ "822", "15630", "4075", "4881", "12037", "14214", "12343", "13856", "8768", "16206" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "8084", "11190", "10825", "2419", "3122", "18043", "16005", "641", "7386", "12739", "14799", "360", "13883", "17908", "16196", "3248", "5537", "9267", "10459", "1650", "1818", "13030", "12850", "11825", "7006", "17889", "2120", "8723", "4605", "1656", "5501", "4338", "8203", "16279", "10914", "637", "4963", "2164", "5571", "9225", "8113", "12951", "15029", "5088", "16232", "12409", "7668", "7893", "17525", "16661" ], "interaction": [ { "item": "6346", "sentiment": "Strong Positive" }, { "item": "3670", "sentiment": "Strong Positive" }, { "item": "724", "sentiment": "Neutral" }, { "item": "8203", "sentiment": "Strong Positive" } ], "user_id": "99" }
{ "recommended": [ "8203", "8084", "11190", "10825", "2419", "3122", "18043", "16005", "641", "7386" ] }
Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "18079", "3791", "10583", "15878", "18256", "16438", "10940", "8921", "16481", "12229", "11734", "6218", "10501", "8085", "13611", "1165", "2425", "1006", "13480", "14470", "10547", "220", "14736", "6498", "14425", "7350", "17772", "5085", "13834", "3718", "12029", "3393", "10420", "851", "12165", "9278", "17984", "12669", "3282", "11605", "10777", "18413", "11713", "4586", "13489", "5268", "12127", "6469", "17802", "11678" ], "interaction": [ { "item": "13246", "sentiment": "Strong Positive" }, { "item": "14921", "sentiment": "Strong Positive" }, { "item": "15839", "sentiment": "Strong Negative" }, { "item": "5406", "sentiment": "Strong Positive" }, { "item": "15756", "sentiment": "Strong Positive" }, { "item": "12230", "sentiment": "Strong Positive" }, { "item": "14376", "sentiment": "Strong Positive" }, { "item": "15738", "sentiment": "Strong Positive" }, { "item": "5223", "sentiment": "Strong Positive" }, { "item": "15602", "sentiment": "Strong Positive" }, { "item": "15382", "sentiment": "Strong Positive" }, { "item": "16468", "sentiment": "Strong Positive" }, { "item": "15504", "sentiment": "Strong Positive" }, { "item": "17722", "sentiment": "Strong Positive" }, { "item": "12255", "sentiment": "Strong Negative" }, { "item": "17935", "sentiment": "Strong Positive" }, { "item": "18535", "sentiment": "Neutral" }, { "item": "18204", "sentiment": "Strong Negative" }, { "item": "18017", "sentiment": "Strong Positive" }, { "item": "18256", "sentiment": "Strong Positive" } ], "user_id": "100" }
{ "recommended": [ "18256", "18079", "3791", "10583", "15878", "16438", "10940", "8921", "16481", "12229" ] }
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