On using learning automata to model a student's behavior in a tutorial-like system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4570 LNAI, Issue , 2007, Pages 813-822

  Hashem, Khaled ^a   Oommen, B John ^a,b,c,d  

^a CARLETON UNIVERSITY   (Canada)

^b IEEE   (Canada)

^c IAPR   (Canada)

^d UNIVERSITY OF AGDER   (Norway)

Author keywords

Learning automata; Student modelling; Tutorial like systems

Indexed keywords

COMPUTER SIMULATION; DATA STRUCTURES; HIGH LEVEL LANGUAGES; LEARNING SYSTEMS; MULTI AGENT SYSTEMS;

MULTI-AUTOMATA SYSTEMS; STUDENT SIMULATORS; TUTORIAL-LIKE SYSTEMS;

AUTOMATA THEORY;

EID: 37349027380     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73325-6_81     Document Type: Conference Paper

References (11)

1. Agache, M., Ooommen, B.J.: Generalized pursuit learning schemes: New fam- ilies of continuous and discretized learning automata. IEEE Trans. Syst. Man. Cybern. 32(6), 738-749 (2002)
2. Baffes, P., Mooney, R.: Refinement-based student modeling and automated bug library construction. J. of AI in Education 7(1), 75-116 (1996)
3. Beck, J.: Learning to teach with a reinforcement learning agent. In: Proceedings of The Fifteenth National Conference on AI/IAAI, p. 1185, Madison, WI (1998)
4. Hashem, K., Oommen, B.J.: Modeling a student's behavior in a tutorial-like system using learning automata. Unabridged version of this paper
5. Legaspi, R.S., Sison, R.C.: Modeling the tutor using reinforcement learning. In: Proceedings of the Philippine Comp. Sc. Congress (PCSC), pp. 194-196 (2000)
6. Narendra, K.S., Thathachar, M.A.L.: Learning Automata: An Introduction. Prentice-Hall, New Jersey (1989)
7. Omar, N., Leite, A.S.: The learning process mediated by ITS and conceptual learning. In: Int. Conference On Engineering Education, Rio de Janeiro (1998)
8. Oommen, B.J, Agache, M.: Continuous and discretized pursuit learning schemes: Various algorithms and their comparison. IEEE Trans. Syst. Man. Cybern. SMC 31(B), 277-287 (2001)
9. Self, J.: The defining characteristics of intelligent tutoring systems research: ITSs care, precisely. International J. of AI in Education 10, 350-364 (1999)
10. Thathachar, M.A.L., Oommen, B.J.: Discretized reward-inaction learning automata. Journal of Cybernetics and Information Science 24-29, Spring (1979)
11. Thathachar, M.A.L., Sastry, P.S.: Varieties of learning automata: An overview. IEEE Trans. Syst. Man. Cybern. 32(6), 711-722 (2002)