期刊文献+

基于网页日志的频繁模式挖掘 被引量:1

Frequent Pattern Mining in Web Log Data
下载PDF
导出
摘要 频繁模式挖掘应用广泛,是数据挖掘中的一个重点研究领域,频繁模式挖掘应用的其中一个领域就是基于网页日志的数据挖掘。在网页日志中发现频繁模式的目的是获得用户的网络浏览行为模式,这些信息可以为广告设计以及创建动态用户日志提供参考。从网页数据挖掘的角度研究了三种频繁模式挖掘方式,这三种方式分别是:网页设置、网页序列以及网页图片挖掘。 Frequent pattern mining is an important research field in data mining with wide application,one of the fields is the data mining based on Web log data.The aim of discovering frequent patterns in Web log data is to obtain information about the navigational behavior of the users,the information can provide references for advertising purpose and creating dynamic user profiles.Three pattern mining approaches are investigated from the Web data mining,the different patterns in Web log mining are page set,page sequence and page graphs mining.
出处 《现代电子技术》 2010年第9期180-183,186,共5页 Modern Electronics Technique
关键词 模式挖掘 序列挖掘 图形挖掘 网页日志挖掘 pattern mining sequence mining graph mining Web log mining
  • 相关文献

参考文献22

  • 1IVANCSY R,VAJK I.Time-and memory-efficient frequent itemset discovering algorithm for association rule mining[J].International Journal of Computer Application in Techology,2005,3(10):213-217.
  • 2IVANCSY R,VAJK I.Efficient sequential pattern mining algorithms[J].WSEAS Trans.on Computers,2005,4(2):96-101.
  • 3YANG Q,ZHANG H H.Web-log mining for predictive web caching[J].IEEE Trans.on Knowl.Data Eng.,2003,15(4):1050-1053.
  • 4BLOCKEEL Kosala.Web mining research[J].ACM,2000,1(2):15-20.
  • 5MADRIA S K,BHOWMICK S S.Research issues in web data mining[J].Data Warehousing and Knowledge Disco-very,1999:303-312.
  • 6BPRGES J,LEVENE M.Data mining of user navigation patterns[J].WEBKDD,1999:92-111.
  • 7GAROFALAKIS M N,RASTOGI R,SESHADRI S,et al.Data mining and the web:past,present and future[C]// ACM CIKM′99 2nd Workshop on Web Information and Data Management,USA:[S.n.],1999:43-47.
  • 8CHAKRABARTI S.Data mining for hypertext[J].ACM,2000,1(2):1-11.
  • 9CHAKRABARTI S,DOM B,INDYK P.Enhanced hypertext categorization using hyperlinks[C]// SIGMOD ′98:Proceedings of the 1998 ACM SIGMOD international conference on Management of Data,New York:ACM Press,1998:307-318.
  • 10KLEINBERG J M,KUMAR R,RAGHAVAN P,et al.The Web as a graph:measurements,models and methods[J].Lecture Notes in Computer Science,1999,1627:1-18.

同被引文献10

引证文献1

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