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Volumn 18, Issue 1, 2008, Pages 27-58

Integrating case-based reasoning and meta-learning for a self-improving intelligent tutoring system

Author keywords

Case based reasoning; Intelligent tutoring systems; Meta learning; Reinforcement learning

Indexed keywords


EID: 85013599603     PISSN: 15604292     EISSN: 15604306     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (18)

References (38)
  • 2
    • 36348986808 scopus 로고    scopus 로고
    • The twofold integration of CBR in decision support systems
    • Menlo Park, CA: AAAI Press
    • Avesani, P., Perini, A., & Ricci, F. (1998). The twofold integration of CBR in decision support systems. Technical Report AAAI WS-98-02. Menlo Park, CA: AAAI Press.
    • (1998) Technical Report AAAI WS-98-02.
    • Avesani, P.1    Perini, A.2    Ricci, F.3
  • 3
    • 85013608237 scopus 로고    scopus 로고
    • M.S. Thesis, Department of Computer Science and Engineering, University of Nebraska, Lincoln, NE
    • Blank, T. (2005). ILMDA: An Intelligent Tutoring System with Integrated Learning. M.S. Thesis, Department of Computer Science and Engineering, University of Nebraska, Lincoln, NE.
    • (2005) ILMDA: An Intelligent Tutoring System with Integrated Learning
    • Blank, T.1
  • 7
    • 22844456782 scopus 로고    scopus 로고
    • Integrating case-based learning and cognitive biases for machine learning of natural language
    • Cardie, C. (1999). Integrating case-based learning and cognitive biases for machine learning of natural language. Journal of Experimental & Theoretical Artificial Intelligence, 11(3), 297-337.
    • (1999) Journal of Experimental & Theoretical Artificial Intelligence , vol.11 , Issue.3 , pp. 297-337
    • Cardie, C.1
  • 8
    • 84964477382 scopus 로고    scopus 로고
    • Bridging the gap between empirical data on open-ended tutorial interactions and computational models
    • Cook, J. (2001). Bridging the gap between empirical data on open-ended tutorial interactions and computational models. International Journal of Artificial Intelligence in Education, 12(1), 85-99.
    • (2001) International Journal of Artificial Intelligence in Education , vol.12 , Issue.1 , pp. 85-99
    • Cook, J.1
  • 9
    • 85013605588 scopus 로고    scopus 로고
    • Introspective multistrategy learning: On the construction of learning strategies
    • Cox, M. T., & Ram, A. (2002). Introspective multistrategy learning: on the construction of learning strategies. Artificial Intelligence, 112(1), 55-.
    • (2002) Artificial Intelligence , vol.112 , Issue.1 , pp. 55
    • Cox, M.T.1    Ram, A.2
  • 10
    • 0346276295 scopus 로고
    • Designing a self-improving tutor: PROTO-TEG
    • Dillenbourg, P. (1989). Designing a self-improving tutor: PROTO-TEG. Instructional Science, 18(193), 216-.
    • (1989) Instructional Science , vol.18 , Issue.193 , pp. 216
    • Dillenbourg, P.1
  • 11
    • 33845794688 scopus 로고    scopus 로고
    • Using case-based reasoning in instructional planning. Towards a hybrid self-improving instructional planner
    • Elorriaga, J. A., & Fernández-Castro, I. (2000). Using case-based reasoning in instructional planning. Towards a hybrid self-improving instructional planner. International Journal of Artificial Intelligence in Education, 11(416), 449-.
    • (2000) International Journal of Artificial Intelligence in Education , vol.11 , Issue.416 , pp. 449
    • Elorriaga, J.A.1    Fernández-Castro, I.2
  • 12
    • 85013605117 scopus 로고
    • Using expert tutor knowledge to design a self-improving intelligent tutoring system
    • C. Frasson, C. Gauthier & G. I. McCalla (Eds.), Berlin: Springer Verlag
    • Gutstein, E. (1992). Using expert tutor knowledge to design a self-improving intelligent tutoring system. In C. Frasson, C. Gauthier & G. I. McCalla (Eds.) Intelligent Tutoring Systems (pp. 625-632). Berlin: Springer Verlag.
    • (1992) Intelligent Tutoring Systems , pp. 625-632
    • Gutstein, E.1
  • 13
    • 40049102077 scopus 로고    scopus 로고
    • Scaffolding and cooperative learning
    • New York: City College of City University of New York
    • Hartman, H. (2002). Scaffolding and cooperative learning. Human Learning and Instruction (pp. 23-69). New York: City College of City University of New York.
    • (2002) Human Learning and Instruction , pp. 23-69
    • Hartman, H.1
  • 15
    • 22944465491 scopus 로고
    • A self-improving tutor for symbolic integration
    • D. Sleeman & J. S. Brown (Eds.), Academic Press
    • Kimball, R. (1982). A self-improving tutor for symbolic integration. In D. Sleeman & J. S. Brown (Eds.) Intelligent Tutoring Systems (pp. 283-307). Academic Press.
    • (1982) Intelligent Tutoring Systems , pp. 283-307
    • Kimball, R.1
  • 17
    • 84974756594 scopus 로고
    • An architecture for a self-improving instructional planner for intelligent tutoring systems
    • MacMillan, S. A., & Sleeman, D. H. (1987). An architecture for a self-improving instructional planner for intelligent tutoring systems. Computational Intelligence, 3(17), 27-.
    • (1987) Computational Intelligence , vol.3 , Issue.17 , pp. 27
    • MacMillan, S.A.1    Sleeman, D.H.2
  • 20
    • 0002083805 scopus 로고    scopus 로고
    • Authoring intelligent tutoring systems: An analysis of the state of the art
    • Murray, T. (1999). Authoring intelligent tutoring systems: an analysis of the state of the art. International Journal of Artificial Intelligence in Education, 10(98), 129-.
    • (1999) International Journal of Artificial Intelligence in Education , vol.10 , Issue.98 , pp. 129
    • Murray, T.1
  • 21
    • 22944466731 scopus 로고
    • A self-improving quadratic tutor
    • D. Sleeman & J. S. Brown (Eds.), Academic Press
    • O’Shea, T. (1982). A self-improving quadratic tutor. In D. Sleeman & J. S. Brown (Eds.) Intelligent Tutoring Systems (pp. 309-336). Academic Press.
    • (1982) Intelligent Tutoring Systems , pp. 309-336
    • O’Shea, T.1
  • 22
    • 0036776641 scopus 로고    scopus 로고
    • A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction
    • Park, C.-S., & Han, I. (2002). A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction. Expert Systems with Applications, 23(3), 255-264.
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 255-264
    • Park, C.-S.1    Han, I.2
  • 23
    • 0036928628 scopus 로고    scopus 로고
    • A regression based adaptation strategy for case-based reasoning
    • Patterson, D., Rooney, N., & Galushka, M. (2002). A regression based adaptation strategy for case-based reasoning. In Proceedings of AAAI’2002 (pp. 87-92).
    • (2002) Proceedings of AAAI’2002 , pp. 87-92
    • Patterson, D.1    Rooney, N.2    Galushka, M.3
  • 25
    • 36348978189 scopus 로고    scopus 로고
    • Cautious cooperative learning for automated reasoning in a multiagent system
    • Amsterdam: IOS Press
    • Soh, L.-K. & Luo, J. (2004). Cautious cooperative learning for automated reasoning in a multiagent system. Frontiers in Artificial Intelligence and Applications (pp. 183-199). Amsterdam: IOS Press.
    • (2004) Frontiers in Artificial Intelligence and Applications , pp. 183-199
    • Soh, L.-K.1    Luo, J.2
  • 28
    • 26944445813 scopus 로고    scopus 로고
    • Learning Similarity Measures: A Formal View Based on a Generalized CBR Model
    • H. Muñoz-Avila & F. Ricci (Eds)., Lecture Notes in Computer Science 3640. Berlin: Springer
    • Stahl, A. (2005). Learning Similarity Measures: A Formal View Based on a Generalized CBR Model. In H. Muñoz-Avila & F. Ricci (Eds). Case-Based Reasoning Research and Development (pp. 507-521). Lecture Notes in Computer Science 3640. Berlin: Springer.
    • (2005) Case-Based Reasoning Research and Development , pp. 507-521
    • Stahl, A.1
  • 31
    • 0004115808 scopus 로고
    • Cambridge, MA: Harvard University Press
    • Vygotsky, L. S. (1978). Mind in Society, Cambridge, MA: Harvard University Press.
    • (1978) Mind in Society
    • Vygotsky, L.S.1
  • 35
    • 0023362462 scopus 로고
    • Multiple knowledge sources in intelligent teaching systems
    • Woolf, B. P., & Cunningham, P. A. (1987). Multiple knowledge sources in intelligent teaching systems. IEEE Expert, 2(2), 41-54.
    • (1987) IEEE Expert , vol.2 , Issue.2 , pp. 41-54
    • Woolf, B.P.1    Cunningham, P.A.2
  • 36
    • 1542801413 scopus 로고    scopus 로고
    • Growth and maturity of intelligent tutoring systems: A status report
    • K. D. Forbus & P. J. Feltovich (Eds.), Menlo Park, CA: AAAI Press
    • Woolf, B. P., Beck, J., Eliot, C., & Stern, M. (2002). Growth and maturity of intelligent tutoring systems: a status report. In K. D. Forbus & P. J. Feltovich (Eds.) Smart Machines in Education (pp. 99-144). Menlo Park, CA: AAAI Press.
    • (2002) Smart Machines in Education , pp. 99-144
    • Woolf, B.P.1    Beck, J.2    Eliot, C.3    Stern, M.4
  • 38
    • 0035267480 scopus 로고    scopus 로고
    • Feature weight maintenance in case bases using introspective learning
    • Zhang, Z., & Yang, Q. (2001). Feature weight maintenance in case bases using introspective learning. Journal of Intelligent Information Systems, 16(2), 95-116.
    • (2001) Journal of Intelligent Information Systems , vol.16 , Issue.2 , pp. 95-116
    • Zhang, Z.1    Yang, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.