A Recommendation System over Internet Based on User Classification
學年 90
學期 1
發表日期 2001-09-26
作品名稱 A Recommendation System over Internet Based on User Classification
作品名稱（其他語言）
著者 Shih, Timothy K.; Chiu, Chuan-Feng; Hsu, Hui-Huang; Ma, Jianhua; Yang, Che-Yu
作品所屬單位 淡江大學資訊工程學系
出版者
會議名稱 第七屆國際分散式多媒體系統會議=The Seventh International Conference on Distributed Multimedia Systems
會議地點 臺北縣, 臺灣
摘要 Internet has become a popular medium for information exchange anddelivery knowledge. Many people get the useful information what theywanted from the Internet and network. Several traditional socialactivities have changed to work in the Internet, like distancelearning and tele-medical system. Traditional buying and sellingactivities also follow the trend. Almost all things will be sold inthe Internet, user will buy the product from the Internet too. Howeverwith the advent of the World Wide Web, online merchant must know whatusers wanted or interests and let user buying something in their site.So recommendation process became an important strategy for themerchants. In this paper we analysis users' behavior and theirinteresting, and then we recommend something to these users. Theanalysis mechanism is based on the correlations among customer,product items, and product features. In this paper we propose analgorithm to classify users into groups and recommend product itemsbased on these classified groups. And the system will help merchantsto make suitable business decision and make personal information tocustomers.
關鍵字 電子商務;推薦系統;網際網路;全球資訊網;使用者分類;Electronic Commerce;Recommendation System;Internet;World Wide Web;User Classification
語言 en
收錄於
會議性質 國際
校內研討會地點 淡水校園
研討會時間 20010926~20010928
通訊作者
國別 TWV
公開徵稿 Y
出版型式 紙本
出處 Proceedings of the Seventh International Conference on Distributed Multimedia Systems (DMS 2001)，頁297-304
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