Future view: Web navigation based on learning user's browsing patterns

被引：0
|
作者：
Nagino, N [1 ]
Yamada, S [1 ]
机构：
[1] Tokyo Inst Technol, IGSSE, CISS, Midori Ku, Yokohama, Kanagawa 2268502, Japan
来源：
IEEE/WIC INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, PROCEEDINGS | 2003年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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 patterns, the Future View uses two types of learning classifier systems: a content-based classier 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 robot, and gathered Web pages are presented to a user through a Web browser We experimentally show effectiveness of navigation using the Future View.
引用
收藏
页码：541 / 544
页数：4
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