人工知能学会論文誌
Online ISSN : 1346-8030
Print ISSN : 1346-0714
ISSN-L : 1346-0714
論文
Future View: ブラウジング戦略の学習に基づくWebナビゲーション
梛野 憲克山田 誠二
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ジャーナル フリー

2004 年 19 巻 5 号 p. 440-449

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In this paper, we propose a Future View system that assists user's usual Web browsing. The Future View will prefetch Web pages based on user's browsing strategies and present them to a user in order to assist Web browsing. To learn user's browsing strategy, the 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 is applied to crawling by Web robots, and the gathered Web pages are presented to a user through a Web browser interface. We experimentally show effectiveness of navigation using the Future View.

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© 2004 JSAI (The Japanese Society for Artificial Intelligence)
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