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An approach for ontology-based elicitation of user models to enable personalization on the semantic web

Published:10 May 2005Publication History

ABSTRACT

A novel framework for eliciting a user's conceptualization based on an ontology-driven dialog is presented here. It has been integrated in an RDF/OWL-based architecture of an adaptive learning content management system. The implemented framework is illustrated with an application scenario to deal with the cold start problem and to enable tailoring the system's behavior to the needs of each individual user.

References

  1. J. J. Carroll, I. Dickinson, C. Dollin, D. Reynolds, A. Seaborne, and K. Wilkinson. Jena: Implementing the semantic web recommendations. In Proceedings of the Thirteenth International World Wide Web Conference, WWW 2004(Alternate track papers and posters), pages 74--83, 2004. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. R. Denaux, V. Dimitrova, and L. Aroyo. Interactive ontology-based user modeling for personalized learning content management. In AH 2004: Workshop Proceedings Part II, pages 338--347, 2004.Google ScholarGoogle Scholar
  3. R. Denaux, V. Dimitrova, and L. Aroyo. Integrating open user modeling and learning content management for the semantic web. In 10th International Conference on User Modeling, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. V. Dimitrova. Style-olm: Interactive open learner modelling. Int. Journal of Artificial Intelligence in Education, 13(1):35--78, 2003. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. An approach for ontology-based elicitation of user models to enable personalization on the semantic web

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            cover image ACM Conferences
            WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web
            May 2005
            454 pages
            ISBN:1595930515
            DOI:10.1145/1062745

            Copyright © 2005 ACM

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            Association for Computing Machinery

            New York, NY, United States

            Publication History

            • Published: 10 May 2005

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            Overall Acceptance Rate1,899of8,196submissions,23%

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