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基于Web日志挖掘的个性化服务站点 被引量:4

Personalize Web Site System Based on Web Log Mining
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摘要 介绍个性化站点的概念,并对Web日志挖掘系统体系结构进行分析。其后将关联规则挖掘技术应用到日志事务会话中,在对日志数据的特性分析的基础上提出类Apriori挖掘算法。对类Apriori挖掘算法得到的频繁项集如何有效提取关联规则提出了最有效的方法。在实际应用中探讨了如何从多个匹配的关联规则中选择合适的匹配规则。 The paper introduces the concept of personalize web site first and analysis the system construction of web log mining. Secondly we try to introduce the notion of association rule into the web mining system and provide similar Apriori. In this paper, it brings forward the best method about abstracting rules from the frequency item through the experiment. In the practicality, the paper provides two matching rule idea of choosing appropriate rules.
出处 《微计算机应用》 2006年第1期35-38,共4页 Microcomputer Applications
关键词 WEB日志挖掘 关联规则 数据挖掘 Web log mining, association rule, Data Mining
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  • 1.[EB/OL].http: ∥www. flud. com,.
  • 2Hsinchun Chen, Ann M. Lally, Bin Zhu, and Michael Chau, HelpfulMed: Intelligent Searching for Medical Information over the Internet, JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 54(7): 683- 694, 2003
  • 3Bing Liu,Robert Grossman and Yanhong Zhai,Mining Data Records in Web Pages,The Proceedings of SIGKDD.03,August 24-27,2003,Washington,DC,USA.
  • 4Leung Y, Leung K S. An Intelligent Expert Systems Shell for Knowledge~Based Geographic Information Systems. International Journal of Geographic Information Systems, 1993 (7): 351~ 355
  • 5Zaiane O R,Xin M,Han J. Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs. In: Proc. Advances in Digital Libraries Conf. (ADL'98),Santa Barbara,CA,April 1998. 19~29
  • 6Pei J,Han J,Mortazavi-Asl B,Zhu H. Mining Access Pattern efficiently from Web logs. In: Proc. 2000 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD00), Kyoto,Japan,April 2000
  • 7Cooley R,Mobasher B,Srivastava J. Web mining: Information and Pattern discovery on the World Wide Web. In: Proc. IEEE Intl. Conf. Tools with AI,Dec. 1997
  • 8Pitow J. In Search of Reliable Usage Data on the WWW. In:Proc. of the 6th Intl. World Wide Web Conf. Santa Clara, CA,1997. 451~463
  • 9Cooley R,Mobasher B,Srivastava J. Grouping web page references into transactions for mining world web browsing patterns: [Technical Report TR 91-021]. University of Minnesota,Dept. of Computer Science ,Minneapolis, 1997
  • 10Pirolli P,Pitkow J,Rao R. Silk from a Sow's Ear:Extracting Usable Structures from the Web. In :Proceedings of CHI' 96,Vancouver BC,ACM Press, 1996. 118~125

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