Information filtering and information retrieval: two sides of the same coin?
Communications of the ACM - Special issue on information filtering
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
The InfoFinder Agent: Learning User Interests through Heuristic Phrase Extraction
IEEE Expert: Intelligent Systems and Their Applications
Levels of Adaptation in Systems of Coordinating Information Agents
CIA '98 Proceedings of the Second International Workshop on Cooperative Information Agents II, Learning, Mobility and Electronic Commerce for Information Discovery on the Internet
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This paper introduces a human-Web interface agent for Web information search and filtering. It presents the architecture of the personalized interface agent and its implement scheme. It discusses the problem of relevant feedback evaluation for updating the user interest profile. It proposes to use a decision tree to learn user information interests from sets of documents that users have classified. The decision tree is transformed into a Boolean query string that improves the agent's filtering ability.