Abstract
This paper presents ho w the tutoring knowledge in an ITS, in particular in a domain involving problem-solving skills in addition to conventional domain theory, can be designed and organised as a team of cooperating intelligent agents. After a brief description of the domain knowledge and a generic functioning framework for ITSs in problem-solving domains, we introduce how the tutoring knowledge is modelled as pedagogical agents. We then show how these agents are designed to interact with one another and with the student, and discuss about techniques which may help an agent to decide to intervene in the process in order to fulfil a given pedagogical function, henceforth making pedagogical interactions smoother and hopefully more efficient. To illustrate our point of view, we then present and comment, in a particular application domain, a problem-solving exercise and a possible tutoring dialogue based on that exercise. Finally, referring to that example, we show a few techniques by which such a dialogue can be achieved. Such a cooperative-agent-oriented model should both facilitate the implementation of the tutoring knowledge in an ITS and help improve the student’s comprehension through more efficient pedagogical interactions.
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References
Anderson, J.R., Boyle, C.F., Corbett, A.T., Lewis, M.W.: Cognitive modelling and intelligent tutoring. Artificial Intelligence 42, 7–49 (1990)
Arcand, J.-F., Pelletier, S.-J.: Cognition-based multiagent architecture. In: [37], pp. 267–282 (1996)
Avron, B., Clancey, W.J.: Application-oriented AI research: Education. In: Barr, A., Feigenbaum, E. (eds.) The Handbook of Artificial Intelligence, ch. 9, vol. 2, pp. 223–294. HeurisTech Press, Stanford & William Kaufmann, Los Altos (1982)
Brodie Michael, L., Mylopoulos, J., Schmidt, J.W. (eds.): On Conceptual Modelling, Perspectives from Artificial Intelligence, Databases, and Programming Languages. Springer, New York (1984)
Seely, B.J., Burton, R.R.: Diagnostic models for procedural bugs in basic mathematical skills. Cognitive Science 2, 155–192 (1978)
Seely, B.J., Burton, R.R., Bell, A.G.: SOPHIE: a sophistocated instructional environment for teaching electronic troubleshooring. BBN Report no. 2790, Bolt, Beranek and Newman Inc, Cambridge, MA (1974)
Carbonell Jaime, R.: AI in CAI: an artificial intelligence approach to computer-aided instruction. IEEE Transactions on Man–Machine Systems MMS-11(4), 190–202 (1970)
Clancey William, J.: GUIDON. Journal of Computer-Based Instruction 10(1), 8–14 (1983)
Clocksin William, F., Mellish, C.S.: Programming in Prolog. Springer, Berlin (1981)
Diaz de Ilarraza Sanchez, A., Fernandez de Castro, I. (eds.): CALISCE 1996. LNCS, vol. 1108. Springer, Heidelberg (1996)
Englemore, R., Morgan, T. (eds.): Blackboard Systems. Addison-Wesley Publ., Reading (1988)
Erman, L., Hayes-Roth, F., Lesser, V., Reddy, D.: The Hearsay II speechunderstanding system: integrating knowledge to resolve uncertainty. ACM Computing Surveys 12(2), 213–253 (1980)
Dexter, F.J.: Modeling of learner in computer-based instruction. Journal of Computer-Based Instruction 1, 118–126 (1975)
Claude, F., Gauthier, G., Lesgold, A.: Intelligent Tutoring Systems. In: Lesgold, A.M., Frasson, C., Gauthier, G. (eds.) ITS 1996. LNCS, vol. 1086. Springer, Heidelberg (1996)
Denis, G., Trudel, A.: A highly flexible student-driven architecture for computer-based instruction. In: [14], pp. 66–74 (1996)
André, G.: Analyse économique pour ingénieurs, 2nd edn. Éditions AGA, Sainte-Foy (1997)
Gmytrasiewicz, P.: On reasoning about other agents. In: [37], pp. 143–155 (1996)
Goldstein Ira, P.: WUMPUS. In: Barr, A., Feigenbaum, E. (eds.) The Handbook of Artificial Intelligence, vol. 2, pp. 261–266. HeurisTech Press (Stanford), William Kaufmann (Los Altos) (1982)
Won, K., Lochovsky, F.H. (eds.): Object-Oriented Concepts, Databases, and Applications. ACM Press, Addison-Wesley Publ., Reading (1989)
Robert, K.: Logic for Problem Solving. North-Holland, Berlin (1979)
Ruddy, L.: The successive contributions of computers to education: a survey. European Journal of Engineering Education 23(3) (1998)
Ruddy, L., Morin, J.-F.: Use of abstraction and complexity levels in intelligent educational systems design. In: Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI 1997), Nagoya, Japan, August 23–29, pp. 329–334 (1997)
Ruddy, L., Morin, J.-F.: Knowledge types and tutoring interactions in an ITS in a problem-solving domain. In: Proceedings of the 10th Florida Artificial Intelligence Research Symposium (FLAIRS 1997), Special Track on ITSs Daytona Beach, Florida, May 10–14. pp. 62–66 (1997)
Ruddy, L., Morin, J.-F.: The formula: a relation? Yes, but a concept too! In: [10], pp. 176–185 (1996)
Macmillan Stuart, A., Sleeman, D.H.: An architecture for a selfimproving instructional planner for intelligent tutoring systems. Computational Intelligence 3(1) (1987)
Masthoff Judith, F.M.: An agent-based interactive instruction system. Ph.D. thesis, University of Technology Eindhoven (Netherlands), p. 222 (1997) ISBN 90-386-0319-3
Nil, H.P.: Blackboard systems. AI Magazine 7(2), 38–53 (1986); 7(3), 82-106
Stellan, O.: Some principles of intelligent tutoring. In: Robert, L., Yazdani, M. (eds.) AI and Education: Learning Environments and Intelligent Tutoring Systems. Ablex Publishing, Norwood (1987)
Tim, O.: Self-improving Teaching Systems: an Application of Artificial Intelligence to Computer-aided Instruction. Birkhauser Verlag, Basel (1979)
Tim, O.: A self-improving quadratic tutor. International Journal of Man–Machine Studies 11, 97–124 (1979) (reprinted in [34])
Ashok, P., Kinshuk, K.: Applied artificial intelligence for teaching numeric topics in engineering disciplines. In: [10], pp. 132–140 (1996)
Jeff, R., Lewis Johnson, W.: Steve: An animated pedagogical agent for procedural training in virtual environments. In: IJCAI 1997 Workshop on Animated Interface Agents, Nagoya, Japan, August 23–29 (1997)
Skinner Burrhus, F.: The Technology of Teaching. Appleton–Century–Crofts, New York (1968)
Sleeman Derek, H., Brown, J.S. (eds.): Intelligent Tutoring Systems. Academic Press, London (1982)
Milind, T.: Recursive agent and agent-group tracking in a real-time dynamic environment. In: Proc. of the First International Conference on Multiagent Systems (ICMAS 1995), San Francisco, CA (June 1995)
Milind, T., Rosenbloom, P.S.: Architectures for agents that track other agents in multiagent worlds. In: [37], pp. 156–170 (1996)
Michael, W., Müller, J.P., Tambe, M.: Intelligent Agents II: Agent Theories, Architectures and Languages. In: Proc. IJCAI 1995 Workshop (ATAL), Montreal, Canada, August 1995. LNCS (LNAI), vol. 1037. Springer, Berlin (1996)
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Lelouche, R. (1998). A Team of Agents Cooperating for Intelligent Tutoring. In: Zhang, C., Lukose, D. (eds) Multi-Agent Systems. Theories, Languages and Applications. DAI 1998. Lecture Notes in Computer Science(), vol 1544. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10693067_12
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DOI: https://doi.org/10.1007/10693067_12
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