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Link-sensitive PageRank: An improved ranking algorithm for vertical search engines

  • Ling Zheng*
  • , Ning Zhang
  • , Yang Bo
  • *此作品的通讯作者
  • North China Electric Power University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The PageRank algorithm is an important link-based ranking strategy of vertical search engines, but it has a drawback of topic drift. To tackle this problem and yield more accurate search results, we present an improved algorithm to distribute the PageRank value in light of the link sensitive level of the web pages based on keywords set, which we called "Link-Sensitive PageRank". According to the keywords of user's searching, this algorithm, which takes into account the link sensitive level of the web pages' hyperlink to give different importance to different hyperlinks. Experiment results show that the improved PageRank algorithm performs better than the standard PageRank. Futhermore, it can effectively improve the "topic drift" and enhance the accuarcy of information collection. The proposed PageRank algorithm can have a good application in the vertical search engines.

源语言英语
主期刊名2009 1st International Conference on Information Science and Engineering, ICISE 2009
887-890
页数4
DOI
出版状态已出版 - 2009
已对外发布
活动1st International Conference on Information Science and Engineering, ICISE2009 - Nanjing, 中国
期限: 26 12月 200928 12月 2009

出版系列

姓名2009 1st International Conference on Information Science and Engineering, ICISE 2009

会议

会议1st International Conference on Information Science and Engineering, ICISE2009
国家/地区中国
Nanjing
时期26/12/0928/12/09

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