A personalized recommender system for the cosmetic business
學年 92
學期 2
出版（發表）日期 2004-04-01
作品名稱 A personalized recommender system for the cosmetic business
作品名稱（其他語言）
著者 Wang, Yi-fan; Chuang, Yu-liang; Hsu; Mei-hua; 葛煥昭; Keh, Huan-chao
單位 淡江大學資訊工程學系
出版者 Elsevier
著錄名稱、卷期、頁數 Expert Systems with Applications 26(3), pp.427-434
摘要 In order to have an effective command of the relationship between customers and products, we have constructed a personalized recommender system which incorporates content-based, collaborative filtering, and data mining techniques. We have also introduced a new scoring approach to determine customers' interest scores on products. To demonstrate how our system works, we used it to analyze real cosmetic data and generate a recommender score table for sellers to refer to. After tracking its performance for 1 year, we have obtained quite impressive results.
關鍵字 Data mining;Association rules;Clustering;Recommender system
語言 en
ISSN 0957-4174
期刊性質 國外
收錄於
產學合作
通訊作者
審稿制度 否
國別 GBR
公開徵稿
出版型式 ,紙本
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