Yongcheon Park, Jeongmin Park, Eunkyong Lee, Kyoungchul Lee, Jiman Hong
{"title":"Deep learning based customer product rating prediction model","authors":"Yongcheon Park, Jeongmin Park, Eunkyong Lee, Kyoungchul Lee, Jiman Hong","doi":"10.1145/3264746.3264814","DOIUrl":null,"url":null,"abstract":"Customers' review data on the items purchased at online shopping malls is actively produced and shared by potential customers in the future. The collected review data is accumulated in text format in the Database, and collective intelligence is used. In this paper, we present a deep learning model that predicts the ratings of customers' products by learning cumulative review data.","PeriodicalId":186790,"journal":{"name":"Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3264746.3264814","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Customers' review data on the items purchased at online shopping malls is actively produced and shared by potential customers in the future. The collected review data is accumulated in text format in the Database, and collective intelligence is used. In this paper, we present a deep learning model that predicts the ratings of customers' products by learning cumulative review data.