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  • 标题:An Effective Methodology for Pattern Discovery in Web Usage Mining
  • 本地全文:下载
  • 作者:K Sudheer Reddy ; G. Partha Saradhi Varma ; M. Kantha Reddy
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2012
  • 卷号:3
  • 期号:2
  • 页码:3664-3667
  • 出版社:TechScience Publications
  • 摘要:One of the important steps in the data mining is Sequential pattern mining and it comes after the pre-processing phase of Web Usage Mining. Pattern discovery deals with the sorted set of data items presented as part of a sequence. Using this sequential pattern mining, users can easily recognize the web paths that users commonly follow on a web site. The aim of this research work discovers the patterns which are most relevant and interesting by using a Web usage mining process. The web log files serves as an input to this process. Our target is to discover user’s behaviours, who have visited the web sites for a lesser number of times. We have employed a method for clustering, which is based on pattern summaries. We have conducted vivid experiments and the results are shown in this paper.
  • 关键词:Web usage mining; pre-processing; usage patterns;pattern discovery; sequential patterns; clustering; patterns;summary.V
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