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Decentralized Mediation of User Models for a Better Personalization

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Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4018))

Abstract

The growth of available personalization services and the heterogeneity in content and representation of therein exploited User Models (UMs), raise a need for a mechanism allowing to aggregate partial UMs generated by other services. Such a mechanism will allow reuse of partial UMs in multiple personalization services that may need it. This paper discusses the details of a decentralized mediator for cross-domain and cross-technique translation and aggregation of partial UMs. The mediator facilitates enriching UMs managed by personalization services and improving the quality of the provided personalization.

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References

  1. Berkovsky, S.: Ubiquitous User Modeling in Recommender Systems. In: Proc. of the UM Conference 2005 (2005)

    Google Scholar 

  2. Berkovsky, S., Busetta, P., Eytani, Y., Kuflik, T., Ricci, F.: Collaborative Filtering over Distributed Environment. In: Proc. of the DASUM Workshop 2005 (2005)

    Google Scholar 

  3. Berkovsky, S., Kuflik, T., Ricci, F.: Cross-Technique Mediation of User Models. In: Wade, V.P., Ashman, H., Smyth, B. (eds.) AH 2006. LNCS, vol. 4018, pp. 21–30. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  4. Cranor, L.F., Reagle, J., Ackerman, M.S.: Beyond Concern: Understanding Net Users’ Attitudes about Online Privacy., Technical Report, AT&T Labs-Research (1999)

    Google Scholar 

  5. Heckmann, D., Schwartz, T., Brandherm, B., Schmitz, M., von Wilamowitz-Moellendorff, M.: GUMO – the General User Model Ontology. In: Ardissono, L., Brna, P., Mitrović, A. (eds.) UM 2005. LNCS (LNAI), vol. 3538, pp. 428–432. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  6. Kay, J., Kummerfeld, B., Lauder, P.: Managing Private User Models and Shared Personas. In: Proc. of the UbiUM Workshop 2003 (2003)

    Google Scholar 

  7. Kobsa, A.: Generic User Modeling Systems. User Modeling and User-Adapted Interaction 11(1-2), 49–63 (2001)

    Article  MATH  Google Scholar 

  8. Lorenz, A.: A Specification for Agent-Based Distributed User Modeling in Ubiquitous Computing. In: Proc. of the DASUM Workshop 2005 (2005)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Berkovsky, S. (2006). Decentralized Mediation of User Models for a Better Personalization. In: Wade, V.P., Ashman, H., Smyth, B. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2006. Lecture Notes in Computer Science, vol 4018. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11768012_59

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  • DOI: https://doi.org/10.1007/11768012_59

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34696-8

  • Online ISBN: 978-3-540-34697-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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