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  • 标题:An Effective Web Mining Algorithm using Link Analysis
  • 本地全文:下载
  • 作者:Mohamed-K HUSSEIN Mohamed-H MOUSA
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2010
  • 卷号:1
  • 期号:3
  • 页码:190-197
  • 出版社:TechScience Publications
  • 摘要:The search engines, such as Google, Yahoo and Bing, provide a powerful information retrieval on the Web. A number of Web Mining algorithms, such as PageRank, Weighted PageRank and HITS, are commonly used to categorize and rank the search results. The motive behind this paper is to present and analyze the currently important algorithms for ranking of web pages such as PageRank and Weighted PageRank and HITS. Second, this paper proses a ranking algorithm based on Weighted PageRank and the existing profile of the user to yield more accurate search results. Simulation Program is developed for the prosed algorithm. The experimental results shows that the proposed algorithm provides acceptable results compared to the Weighted PageRank algorithms.
  • 关键词:Web mining; web search rank; Page rank and Weighted;Page rank.
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