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Semantically-Enhanced Ubiquitous User Modeling

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User Modeling, Adaptation, and Personalization (UMAP 2010)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6075))

Abstract

Semantically-enhanced Ubiquitous User Modeling aims at the management of distributed user models and the integration into ontologies to share user information amongst adaptive applications for personalization purposes. To reach this goal, different problems have to be solved. The collection of implicit user information by observing the user behavior on dynamic web applications is important to better understand the user interests and needs. The aggregation of different user models is essential to combine all available user information to one big knowledge repository. Additionally, the Semantic Web offers new possibilities to enhance the knowledge about the user for better personalization.

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References

  1. Zhou, B., Hui, S.C., Fong, A.C.M.: Web usage mining for semantic web personalization. In: Proc. of the Workshop on Personalization on the Semantic Web (PerSWeb’05), Edinburgh, Scotland, pp. 66–72 (2005)

    Google Scholar 

  2. Schmidt, K.U., Stojanovic, L., Stojanovic, N., Thomas, S.: On enriching ajax with semantics: The web personalization use case. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 686–700. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  3. Kuflik, T.: Semantically-enhanced user models mediation: Research agenda. In: Proc. of the 5th international workshop on ubiquitous user modeling (UbiqUM 2008), Gran Canaria, Spain (2008)

    Google Scholar 

  4. Berkovsky, S., Kuflik, T., Ricci, F.: Mediation of user models for enhanced personalization in recommender systems. User Modeling and User-Adapted Interaction 18(3), 245–286 (2008)

    Article  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)

    Google Scholar 

  6. Korth, A., Plumbaum, T.: A framework for ubiquitous user modeling. In: Proc. of the IEEE International Conference on Information Reuse and Integration, Las Vegas, USA, pp. 291–297. IEEE Systems, Man, and Cybernetics Society (2007)

    Google Scholar 

  7. Plumbaum, T., Stelter, T., Korth, A.: Semantic web usage mining: Using semantics to understand user intentions. In: Houben, G.J., McCalla, G.I., Pianesi, F., Zancanaro, M. (eds.) UMAP 2009. LNCS, vol. 5535, pp. 391–396. Springer, Heidelberg (2009)

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Plumbaum, T. (2010). Semantically-Enhanced Ubiquitous User Modeling. In: De Bra, P., Kobsa, A., Chin, D. (eds) User Modeling, Adaptation, and Personalization. UMAP 2010. Lecture Notes in Computer Science, vol 6075. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13470-8_41

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  • DOI: https://doi.org/10.1007/978-3-642-13470-8_41

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-13469-2

  • Online ISBN: 978-3-642-13470-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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