教師資料查詢 | 類別: 期刊論文 | 教師: 葛煥昭 Keh Huan-chao (瀏覽個人網頁)

標題: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
語言英文
ISSN0957-4174
期刊性質國外
收錄於
產學合作
通訊作者
審稿制度
國別英國
公開徵稿
出版型式,紙本
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!