The research of E-commerce personalized recommendation

被引:4
|
作者
Zhang, Yan [1 ]
Kuang, Tao [1 ]
机构
[1] Xinxiang Univ, Sch Econ & Management, Xinxiang, Henan, Peoples R China
关键词
E-commerce; recommendation; personalized system; CREATION;
D O I
10.4028/www.scientific.net/AMM.556-562.6762
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the rapid development of electronic commerce, the problem of "information overload" leads to the difficulty that user can't search the required goods effectively, personalized recommendation technology has been applied in e-commerce and popularization. By using the method of qualitative analysis of the current e-commerce site, the paper compare the information retrieval, association rule, content-based filtering and collaborative filtering four main recommendation technologies and analysis the advantages and disadvantages in the application layer, the recommendation technologies are introduced to review e-commerce research hot topic in the field of personalized recommendation, and analysis the current domestic e-commerce personalized recommendation theory research and application status, finally propose the challenges faced by e-commerce personalized recommendation domain.
引用
收藏
页码:6762 / 6765
页数:4
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