Siteseer: personalized navigation for the Web
Communications of the ACM
An adaptive Web page recommendation service
AGENTS '97 Proceedings of the first international conference on Autonomous agents
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Adaptive information agents in distributed textual environments
AGENTS '98 Proceedings of the second international conference on Autonomous agents
WebACE: a Web agent for document categorization and exploration
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
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In the age of information overload, intelligent agents have proven themselves as a very useful tool for discovering information of interest on the Web. The information seeking process may be either static, by utilizing existing search engines or using collaborative techniques, or dynamic, by actively browsing the Web. In the second case, agents need to evaluate encountered hyperlinks and choose the promising ones for continuing their autonomous navigation. In this paper we describe a new learning method for identifying interesting links in autonomous information discovery and we present the preliminary results from applying the new method into difficult query domains.