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An actor-based architecture for intelligent tutoring systems

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Intelligent Tutoring Systems (ITS 1996)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1086))

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Abstract

The evolution of intelligent tutoring systems (ITS) toward the use of multiple learning strategies calls on a multi-agent architecture. We designed an ITS where several agents assume different pedagogical roles; consequently, we called them actors. We first describe the conceptual architecture of an actor which allows it to be reactive, instructable, adaptive and cognitive. We then provide a detailed view of this architecture and show how it functions with an example involving the different actors of a new learning strategy, the learning by disturbing strategy.

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References

  1. Aïmeur, E., Frasson, C., Stiharu-Alexe, C.: Towards New Learning Strategies In Intelligent Tutoring Systems, Brazilian Conference of Artificial Intelligence SBIA'95 (1995) 121–130

    Google Scholar 

  2. Altermann, R., Zito-Wolf, R.: Agents, Habitats and Routine Behavior, Thirteen International Conference On Artificial Intelligence (1993)

    Google Scholar 

  3. Castelfranchi, C.: Garanties for autonomy in cognitive agent architecture. In Wooldridge, M. & Jennings, N.R. (Eds), Intelligent Agents: Theories, Architectures and Languages, LNAI, vol 890, Springer Verlag: Heidelberg, Germany (1995) 56–70.

    Google Scholar 

  4. Chan, T.W., Baskin, A.B.: Learning Companion Systems. In C. Frasson & G. Gauthier (Eds.) Intelligent Tutoring Systems: At the Crossroads of Artificial Intelligence and Education, Chapter 1, New Jersey: Ablex Publishing Corporation (1990)

    Google Scholar 

  5. Ferguson, I. A.: Touring Machines: An Architecture for Dynamic, Rational, Mobile Agents. PhD Thesis, Clare Hall, University of Cambridge (1992)

    Google Scholar 

  6. Gilmore, D., Self, J.: The application of machine learning to intelligent tutoring systems. In J. Self, (Ed.) Artificial Intelligence and Human Learning, Intelligent computer-assisted instruction, New York: Chapman and Hall (1988) 179–196

    Google Scholar 

  7. Hayes-Roth, B.: An architecture for adaptive intelligent systems. Artificial Intelligence: special issue on agents and interactivity (1995) 327–365

    Google Scholar 

  8. Honavar, V.: Toward learning systems that integrate different strategies and representations. In Symbol Processors and Connectionist Networks for Artificial Intelligence and Cognitive Modelling: Steps toward Principled Integration, Honavar, V. & Uhr, L. (Eds), New York, Academic Press (1994)

    Google Scholar 

  9. Huffman, S.B.: Instructable Autonomous Agents. PhD Thesis, University of Michigan, Dept of Electrical Engineering and Computer Science (1994)

    Google Scholar 

  10. Mengelle, T.: Etude d'une architecture d'environnements d'apprentissages basés sur le concept de préceptorat avisé. PhD Thesis, University of Toulouse III (1995)

    Google Scholar 

  11. Morignot P., Hayes-Roth, B.: Why does an agent act?. In M.T. Cox & M. Freed (Eds.), Proceedings of the AAAI Spring Symposium on Representing Mental States Mechanisms. Menlo Park, AAAI (1995) in press.

    Google Scholar 

  12. Palthepu, S., Greer, J., McCalla, G.: Learning by Teaching. The Proceedings of the International Conference on the Learning Sciences, AACE (1991)

    Google Scholar 

  13. Van Lehn K., Ohlsson, S., Nason, R.: Application of simulated students: an exploration. Journal of artificial intelligence in education, vol 5, n 2 (1994) 135–175

    Google Scholar 

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Claude Frasson Gilles Gauthier Alan Lesgold

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© 1996 Springer-Verlag Berlin Heidelberg

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Frasson, C., Mengelle, T., Aïmeur, E., Gouardères, G. (1996). An actor-based architecture for intelligent tutoring systems. In: Frasson, C., Gauthier, G., Lesgold, A. (eds) Intelligent Tutoring Systems. ITS 1996. Lecture Notes in Computer Science, vol 1086. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61327-7_101

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  • DOI: https://doi.org/10.1007/3-540-61327-7_101

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61327-5

  • Online ISBN: 978-3-540-68460-2

  • eBook Packages: Springer Book Archive

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