2003 IEEE/WIC International Conference on Web Intelligence (WI'03)
Future View: Web Navigation Based on Learning User?s Browsing Patterns
Halifax, Canada
October 13-October 17
ISBN: 0-7695-1932-6
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 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 robot, and gathered Web pages are presented to a user through a Web browser. We experimentally show effectiveness of navigation using the Future View.