Intelligent interfaces as agents
Intelligent user interfaces
Agents that reduce work and information overload
Communications of the ACM
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Who Do You Want to Be Today? Web Personae for Personalised Information Access
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
An architecture for adaptive intelligent systems
Artificial Intelligence
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Discovering and Modelling Multiple Interests of Users in Collaborative Tagging Systems
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
A timeline-based algorithm for personalized tag recommendation
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
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As people's web usage is growing bigger, personalized support for web browsing is in great demand. Furthermore, the diversity of a user's interests demands an appropriate methodology for profiling multiple domains of user interests. To comply with such demands, we propose one feasible design approach to support personalized web usage, in which a web user agent takes over the task of learning and profiling the multiplicity and the changeability of user interests. To evaluate the advantages of this approach, we have constructed a personalized web supporting system, in which an autonomous agent, namely the web guide agent, utilizes the information gathered by the web user agent for adaptation, e.g., selective retrieval and re-ranking of web links, and automatic delivery of specific web pages. Compared to other design alternatives, the proposed scheme is operationally simple, while producing acceptably reliable outcome.