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Design of an Intelligent Tutor using a Multiagent Approach

Authors: Kamel Khoualdi, Radia Benghezal

Abstract:

Research in distributed artificial intelligence and multiagent systems consider how a set of distributed entities can interact and coordinate their actions in order to solve a given problem. In this paper an overview of this concept and its evolution is presented particularly its application in the design of intelligent tutoring systems. An intelligent tutor based on the concept of agent and centered specifically on the design of a pedagogue agent is illustrated. Our work has two goals: the first one concerns the architecture aspect and the design of a tutor using multiagent approach. The second one deals particularly with the design of a part of a tutor system: the pedagogue agent.

Keywords: Intelligent tutoring systems, Multiagent systems, Pedagogue agent, Planning.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1080634

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References:


[1] L. Abdat, "Génération de logiciels éducatifs hypermedias, le logiciel HyperTools," Ph.D. dissertation, Paris 6 University, Paris, 1995.
[2] F. Demaziere and C. Buisson., "De l-EAO aux NTF: utiliser l-ordinateur," 1993.
[3] P. Dillenbourg, P. Mendelsohn, and D. Schneider, "The distribution of pedagogical roles in an intelligent learning environment ," in Lessons From Learning, B. Lewis and P. Mendelsohn, Eds, 1994, pp. 199-216.
[4] E.F. Durfee, "The distributed artificial intelligence melting pot," in IEEE Transactions on Systems, Man and Cybernetics, vol. 21 (6), pp. 1301-1306, 1991.
[5] E.F. Durfee & T.A. Montgomery, "A hierarchical protocol for coordinating multiagent behaviors," in Proc. 8th Nat. Conf. on Artificial Intelligence, vol. 1, pp. 86-93, 1990.
[6] J. Erceau and J. Ferber, "Introduction ├á l-intelligence artificielle distribuée," in Proc. Premières Journées Francophones, Intelligence Artificielle Distribuée et Systèmes Multi-Agents. Toulouse, 1994.
[7] J. Ferber and A. Drogoul, " Using reactive multiagent systems in simulation and problem solving," in Distributed Artificial Intelligence: Theory and Praxis, N.M. Avouris and L. Gasser, Eds, Kluwer Academic Publishers, 1992, pp.53-80.
[8] J. Ferber, "Objets et agents: une étude des structures de représentation et de communication en intelligence artificielle," Ph.D. dissertation, Paris 6 University, Paris, 1990.
[9] M. Futtersack, J.M. Labat, "QUIZ: a distributed intelligent tutoring system," in ECCAL, pp. 225-235, 1992.
[10] S. Labidi and W. Lajouad, "De l-intelligence artificielle distribuée aux systèmes multi-agents," Research Report, no 2004, INRIA, France, Aug. 1993.
[11] R. Lelouch, "Apport de l-EIAO a l-EAO," in Actes du Congrès Francophone sur l-EAO, France, 1987.
[12] V.R. Lesser, "Cooperative multiagent systems: A personal view of the state of the art," in IEEE Trans. Knowl. Data Eng., vol. 11 (1), pp. 133- 142, 1999.
[13] A. Vaily & M.A. Simon, "Des systèmes experts coopérants, pourquoi, Comment?, " in Cognition 87, AFCET, France, 1987.
[14] B. P. Woolf, "Representing complex knowledge in an intelligent Machine Tutor" in Computational Intelligence, vol. 3, pp. 45-55, 1987.