Abstract
This paper presents an approach to dynamically extract individual user models by engaging users in diagnostic interactions. A framework for maintaining diagnostic dialogues based on approaches known as dialogue games is outlined and illustrated in STyLE-OLM - an interactive student modelling system. The framework is validated in an evaluative study of STyLE-OLM, and potential improvements are sketched out.
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References
Bull, S., Brna, P., & Pain, H. (1995). Extending the scope of student models. User Modeling and User-Adapted Interaction, 5(1), 45–65.
Dimitrova, V. (2002). STyLE-OLM: Interactive open learner modelling. International Journal of AI in Education, Vol 13, to appear.
Dimitrova, V., Self, J., & Brna, P. (2001). Applying interactive open learner models to learning technical terminology. In M. Bauer, P. Gmytrasiewicz & J. Vassileva, Proceedings of User Modelling 2001 (pp. 148–157). Springer-Verlag.
Kay, J. (1995). The UM toolkit for cooperative user modelling. User Modeling and User-Adapted Interaction, 4, 149–196.
Levin, J., & Moore, J. (1977). Dialogue games: meta-communication structures for natural language interaction. Cognitive Science, 1(4), 395–420.
McCalla, G., Vassileva, J., Greer, J., & Bull, S. (2000). Active learner modelling. In G. Gauthier, C. Frasson & K. VanLehn (Eds.), Intelligent tutoring systems (pp. 53–62). Berlin Heidelberg: Springer-Verlag.
Rich, E. (1999). Users are individuals: individualizing user models. International Journal of Human-Computer Studies, 51, 323–338.
Self, J. A. (1990). Bypassing the intractable problem of student modelling. In C. Frasson & G. Gauthier (Eds.), Intelligent tutoring systems: At the crossroad of artificial intelligence and education. Norwood, New Jersey: Ablex Publishing Co.
Walton, D. (1984). Logical dialogue games and fallacies. Univ. Press, Lanham.
Zapata-Rivera, J., & Greer, J. (2002) Inspecting and visualizing distributed Bayesian student models. In G. Gauthier, C. Frasson & K. VanLehn (Eds.), Intelligent Tutoring Systems, Proceedings of ITS2002 (pp. 544–553). Berlin Heidelberg: Springer Verlag.
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Dimitrova, V. (2003). Using Dialogue Games to Maintain Diagnostic Interactions. In: Brusilovsky, P., Corbett, A., de Rosis, F. (eds) User Modeling 2003. UM 2003. Lecture Notes in Computer Science(), vol 2702. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44963-9_16
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DOI: https://doi.org/10.1007/3-540-44963-9_16
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Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40381-4
Online ISBN: 978-3-540-44963-8
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