Abstract
This paper presents an Agent-Based Web Learning System to facilitate each learner achieving his learning target. Agent is a software assistant for single user, which can be an expert in specific domain. The agent can generate a learning sequence to the learner based on DFPN (Dynamic Fuzzy Petri Net). Besides, we suggest that each course should define the study intensity function to normalize different exercise grade criteria. In DFPN, each learner should receive different learning suggestions based on evaluation degree of truth of any proposition. Therefore, ABWLS can make students feel that ”everyone is different”, and achieve one-to-one learning effect.
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References
Carbonell, J.R.: AI in CAI: an artificial-intelligence approach to computer-assisted instruction. IEEE Transactions on Man-Machine Systems 11(4), 190–202 (1970)
Chan, T.W., Baskin, A.B.: Learning companion Systems. In: Intelligent Tutoring Systems: At the Crossroads of Artificial Intelligence and Education, ch. 1, Ablex Publishing Corporation, New Jersey (1990)
Chen, S.M.: Fuzzy Backward Reasoning Using Fuzzy Petri Nets. IEEE Transactions on Systems, Man, Cybernetics – Part B: Cybernetics 30(6), 846–856 (2000)
Gilmore, X., Self, J.: The application of machine learning to intelligent tutoring systems. In: Artificial Intelligence and human learning, intelligent computer-aided instruction, pp. 179–196 (1988)
Hietala, P., Niemirepo, T.: The Competence of Learning Companion Agents. International Journal of Artificial Intelligence in Education 9, 178–192 (1998)
Huang, Y.M., Chen, J.N., Wang, K.T., Fu, C.H.: Agent-Based Web Learning System. Learning Technology Newsletter (2004) (to appear)
Ramirez Uresti, J.A.: Should I Teach my Computer Peer? Some Issues in Teaching a Learning Companion. In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 103–112. Springer, Heidelberg (2000)
Ur, S., Van Lehn, K.: STEPS: A Simulated, Tutorable Physics Student. Journal of Artificial Intelligence in Education 6(4), 405–435 (1995)
IMS Content Packaging Best Practice Guide, Version 1.1.3 Final Specification (June 2003), Available at http://www.imsglobal.org/
SCORM Version 1.3 (2004), Advanced Distributed Learning, January 30 (2004), Available at http://www.adlnet.org/
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Huang, YM., Chen, JN., Cheng, SC., Chu, W.C. (2004). Agent-Based Web Learning System Applying Dynamic Fuzzy Petri Net. In: Liu, W., Shi, Y., Li, Q. (eds) Advances in Web-Based Learning – ICWL 2004. ICWL 2004. Lecture Notes in Computer Science, vol 3143. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27859-7_44
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DOI: https://doi.org/10.1007/978-3-540-27859-7_44
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22542-3
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