期刊文献+

基于WUM的个性化智能站点的研究

Research of Personalized Intelligent Website based on WUM
下载PDF
导出
摘要 Internet和电子商务的发展带动了Web数据挖掘技术的发展。本文提出了针对提高Web服务质量的解决方案:采用WUM为核心技术,建立一个智能Web站点,通过建立与更新用户模式库,个性化地为用户的访问提供推荐服务。 The development of Internet and e-commerce promotes the research for Web usage mining. In this paper,it expounds that the solution to improve the quality of Website service is adopting Web usage mining as key technology to establish a intelligent Website through establishing and updating the warehouse of the user patterns, we implement the personalized recommendation for users.
出处 《现代计算机》 2006年第12期30-33,共4页 Modern Computer
关键词 WEB使用挖掘 个性化 推荐系统 Web Usage Mining Personalized Recommend System
  • 相关文献

参考文献5

二级参考文献83

  • 1Mobasher B., Cooley R., Srivastava, J. Automatic personalization based on Web usage mining [ J ].Communication of the ACM, 2000,43 (8) : 142 -151.
  • 2Pierrakos D., Paliouras G., Papatheodorou .C. Web usage mining as a tool for personalization: A survey[J]. User, Modeling and User- Adapted Interaction, 2003,13:311 - 372.
  • 3Yew- Kwong Woon, Wee- Keong Ng, Xiang Li.Efficient Web log mining for product development[A]. In Proceedings 2003 International Conferenceon Cyberworlds[C].2003:294 - 301.
  • 4Srivastava J., Cooley R., Deshpande M. Web usage mining: discovery and applications of usagepatterns from web data[ A ]. in Proceedings of the ACM SIGKDD Explorations[C].ACM Press, 2000, 1(2) : 12 -23.
  • 5Srivastava J,Cooley R,Deshpande M,Tan P-N. Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data. SIGKDD Explorations,ACM SIGKDD,Jan. 2000
  • 6Mobasher B. Web Usage Mining and Personalization Draft Chapter in Practical Handbook of Internet Computing. In: Munindar P. Singh,ed. CRC Press. To appear in 2004. http://maya. cs. depaul. edu/~mobasher/pubs-subject. html # usage-mining
  • 7Cooley R,Mobasher B,Srivastava J. Data preparation for mining world wide web browsing patterns. The Journal of Knowledge and Information Systems, 1999, 1 (1). http ://maya. cs. depaul.edu/~mobasher/papers/webminer-kais. ps
  • 8Kleinberg J M. Authoritative sources in a hyperlinked environment. In: Proc. 9th ACM-SIAM Symposium on Discrete Algorithms, 1998
  • 9Chen M S,Park J S,Yu P S. Data mining for path traversal patterns in a Web environment. In:Proc. of the 16th Intl. Conf. on Distributed Computing Systems, 1996. 385~ 392
  • 10Mannila H,Toivonen H. Discovering generalized episodes using minimal occurrences. In: Proc. of the Second Int'l Conf. on Knowledge Discovery and Data Mining,Portland,Oregon, 1996.146~151

共引文献129

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部