Data Mining Algorithms for Web Pre-Fetching

  • Authors:
  • Weifeng Zhang;Baowen Xu;William Song;Hongji Yang;Kecheng Liu

  • Affiliations:
  • -;-;-;-;-

  • Venue:
  • WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2
  • Year:
  • 2000

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Abstract

To speed up fetching web pages, this paper gives an intelligent technology of web pre-fetching. We use a simplified WWW data model to represent the data in the cache of web browser to mine the association rules. We store these rules in a knowledge base to predict the user's actions. Intelligent agents are responsible for mining the users' interest and pre-fetching web pages, based on the interest association repository. In this way, user-browsing time has been reduced transparently.