Future view: web navigation based on learning user's browsing patterns by classifier systems
N. Nagino, Seiji Yamada · 2004
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.