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Adaptation in Multimedia Systems

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Abstract

Multimedia systems can profit a lot from personalization. Such a personalization is essential to give users the feeling that the system is easily accessible especially if it is done automatically. The way this adaptive personalization works is very dependent on the adaptation model that is chosen.

We introduce a generic two-dimensional classification framework for user modeling systems. This enables us to clarify existing as well as new applications in the area of user modeling. In order to illustrate our framework we evaluate push and pull based user modeling in user modeling systems.

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References

  1. ACM, “Attentive User Interfaces,” Special Issue of Comm. ACM, Vol. 46, No. 3, pp. 30–72, 2003.

  2. S. Boll and W. Klas, “ZYX—A multimedia document model for reuse and adaptation of multimedia content,” IEEE Transactions on Knowledge and Data Engineering, Vol. 13, No. 3, pp. 361–382, 2001.

    Google Scholar 

  3. P. de Bra, A. Aerts, G. Houben, and H. Wu, “Making general purpose adaptive hypermedia work,” in Proc. of the WebNet Conf, 2000, pp. 117–123.

  4. P. Brusilovsky and D.W. Cooper, “Domain, task, and user models for an adaptive hypermedia performance support system,” in Y. Gil and D.B. Leake (eds.), Proc. of 2002 International Conference on Intelligent User Interfaces, San Francisco, CA, ACM Press, 2002, pp. 23–30.

    Google Scholar 

  5. S. Bull and G. McCalla, “Modelling cognitive style in a peer help network,” Instructional Science, Vol. 30, No. 6, pp. 497–528, 2002.

    Google Scholar 

  6. J. Fink and A. Kobsa, “User modeling for personalized city tours,” Artificial Intelligence Review, Vol. 18, No. 1, pp. 33–74, 2002.

    Google Scholar 

  7. M. Fleming and R. Cohen, “User modeling in the design of interactive interface agents,” in Proc. o. t. 7th Int. Conf. on User Modeling, 1999, pp. 67–76.

  8. F. Linton, D. Joy, and H. Schafer, “Building user and expert models by longterm observation of application usage,” in Proc. o. t. 7th Int. Conf. on User Modeling, 1999, pp. 129–138.

  9. P.P. Maglio and R. Barrett, “How to build modeling agents to support web searchers,” in User Modeling: Proc. 6th Int. Conf., UM97, 1997.

  10. M. Montaner and B. Lopez, “A taxonomy of recommender agents on the internet,” Artificial Intelligence Review, Vol. 19, No. 19, pp. 285–330, 2003.

    Google Scholar 

  11. P. van Bommel and T.P. van der Weide, “Multimedia information filtering on the WWW,” in Int. Forum on Multimedia and Image Processing, 1998.

  12. M. Virvou, J. Jones, and M. Millington, “Virtues and problems of an active help system for unix,” Artificial Intelligence Review, Vol. 14, Nos. 1/2, pp. 23–42.

  13. H., Wu, “A reference architecture for adaptive hypermedia applications,” Ph.D. thesis, Technical University of Eindhoven, 2002 isbn: 90-386-0572-2.

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Correspondence to P. T. De Vrieze.

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Paul de Vrieze received his Masters degree in Information Science in 2002 from the University Of Tilburg, The Netherlands. He is currently junior researcher at the University of Nijmegen. His main research interests include adaptive systems and user modelling.

Patrick van Bommel received his Masters degree in Computer Science in 1990, and the degree of Ph.D in Mathematics and Computer Science, from the University of Nijmegen, the Netherlands in 1995. He is currently assistant professor at the University of Nijmegen. His main research interests include information modelling and information retrieval.

Prof.Dr.Ir. Th.P. van der Weide received his masters degree from the Technical University Eindhoven, the Netherlands in 1975, and the degree of Ph.D in Mathematics and Physics from the University of Leiden, the Netherlands in 1980. He is currently professor at the University of Nijmegen, the Netherlands. His main research interests include information systems, information retrieval, hypertext and knowledge based systems.

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De Vrieze, P.T., Van Bommel, P., Der Weide, T.v. et al. Adaptation in Multimedia Systems. Multimed Tools Appl 25, 333–343 (2005). https://doi.org/10.1007/s11042-005-6538-3

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  • DOI: https://doi.org/10.1007/s11042-005-6538-3

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