|
|
Study of Personalized Recommendation System on Internet |
Liu Song |
(Information Technology School,Guangdong Business College, Guangzhou 510320,China) |
|
|
Abstract This paper presents a personalized recommendation system by using Ontology and universal user profile. Firstly, the Website directory service is used as Ontology to identify user’s browsing behaviors on Internet to discover user preferences. Secondly, the redundant Web logs are filtered out by using Web usage mining technology , which can enhance the accuracy of personalization. Finally, from user preference directory, user’s potential preference is discovered by using the hierarchical property,that is,to bring out the universal user profile which match the characteristics of the user.
|
Received: 12 March 2007
Published: 25 April 2007
|
|
Corresponding Authors:
Liu Song
E-mail: liusong323@163.com
|
About author:: Liu Song |
1Cingil, Ibrahim, Asuman Dogac, et al. A Broader Approach to Personalization. Communications of the ACM, 2000,43(8):136-141
2Cingil, Ibrahim. Supporting Global User Profiles through Trusted Authorities. ACM SIGMOD Record, 2002(31):11-17
3Gruber T R. A Translation Approach to Portable Ontology Specifications. Knowledge Acquisition, 1993(5):199-220
4Labrou, Yannis , Tim Finin. Yahoo! as an Ontology- Using Yahoo! Categories to Describe Documents. In:Proceedings of the Eighth International Conference on Information and Knowledge Management. Pittsburgh:[s.n.], 1999:180-187
5贾春华. 数字图书馆的个性化信息服务. 现代图书情报技术,2004 (12) : 88 - 90
6张鼐. 基于本体论的网络信息检索. 情报杂志,2006(4):95-99 |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|