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Future View: Web navigation based on learning user's browsing patterns by classifier systems

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2 Author(s)
Nagino, N. ; CISS, Tokyo Inst. of Technol., Yokohama, Japan ; Yamada, S.

In this paper, we propose a Future View system that assists user's usual Web browsing. A Future View prefetches Web pages based on user's browsing strategies and present them to a user in order to assist Web browsing. To learn browsing patterns for a user, Future View uses two types of learning classifier systems: a content-based classifier system for contents change patterns and an action-based classifier system for user's action patterns. The results of learning are applied to crawling by Web robot, and gathered Web pages are presented to a user through a Web browser. We experimentally show the effectiveness of navigation using a Future View.

Published in:

Evolutionary Computation, 2003. CEC '03. The 2003 Congress on  (Volume:4 )

Date of Conference:

8-12 Dec. 2003

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