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Volumn 8, Issue 3-4, 1996, Pages 319-339

Experience, introspection and expertise: Learning to refine the case-based reasoning process

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EID: 0642378018     PISSN: 0952813X     EISSN: 13623079     Source Type: Journal    
DOI: 10.1080/095281396147357     Document Type: Article
Times cited : (16)

References (90)
  • 1
    • 0028715009 scopus 로고
    • Expertise in context: Personally constructed, socially selected, and reality-relevant ?
    • Agnew, N., Ford, K. and Hayes, P. (1994) Expertise in context: personally constructed, socially selected, and reality-relevant ? International Journal of Expert Systems, 7(1): 65-88.
    • (1994) International Journal of Expert Systems , vol.7 , Issue.1 , pp. 65-88
    • Agnew, N.1    Ford, K.2    Hayes, P.3
  • 7
    • 4243962054 scopus 로고
    • Using artificial intelligence to support traffic flow management problem resolution.
    • Seattle, WA, AAAI
    • Bayles, S. and Das, B. (1994) Using artificial intelligence to support traffic flow management problem resolution. In Proceedings of the AAAI-94 Workshop on Case-Based Reasoning, Seattle, WA, AAAI, pp. 133-137.
    • (1994) Proceedings of the AAAI-94 Workshop on Case-Based Reasoning , pp. 133-137
    • Bayles, S.1    Das, B.2
  • 9
    • 0642354314 scopus 로고
    • ROENTGEN: A memory-based approach to radiation therapy treatment
    • R. Bareiss (ed.), DARPA, Morgan Kaufmann
    • Berger, J. and Hammond, K. (1991) ROENTGEN: a memory-based approach to radiation therapy treatment. In R. Bareiss (ed.) Proceedings of the Case-Based Reasoning Workshop, San Mateo (DARPA, Morgan Kaufmann) pp. 203-214.
    • (1991) Proceedings of the Case-Based Reasoning Workshop, San Mateo , pp. 203-214
    • Berger, J.1    Hammond, K.2
  • 14
    • 0642293052 scopus 로고
    • Case age: Selecting the best exemplars for plausible reasoning using distance in time or space.
    • GA., Cognitive Science Society
    • Burstein, M. (1994) Case age: selecting the best exemplars for plausible reasoning using distance in time or space. In Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA., Cognitive Science Society, pp. 106-111.
    • (1994) Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, Atlanta , pp. 106-111
    • Burstein, M.1
  • 15
    • 0002313777 scopus 로고
    • The process-performance paradox in expert judgement
    • K. Ericsson and J. Smith, New York: Cambridge University Press) Chapter 9
    • Camerer, C. and Johnson, E. (1991) The process-performance paradox in expert judgement. In K. Ericsson and J. Smith (eds) Toward a General Theory of Expertise (New York: Cambridge University Press) Chapter 9.
    • (1991) Toward a General Theory of Expertise
    • Camerer, C.1    Johnson, E.2
  • 19
    • 0040577762 scopus 로고
    • Self-explanations: How students study and use examples in learning to solve problems
    • Chi, M., Bassok, M., Lewis, M., Reimann, P. and Glaser, R. (1989) Self-explanations: how students study and use examples in learning to solve problems. Cognitive Science, 13: 145-182.
    • (1989) Cognitive Science , vol.13 , pp. 145-182
    • Chi, M.1    Bassok, M.2    Lewis, M.3    Reimann, P.4    Glaser, R.5
  • 22
    • 0000017646 scopus 로고
    • Explanation-based learning: An alternative view
    • DeJong, G. and Mooney, R. (1986) Explanation-based learning: an alternative view. Machine Learning, 1(1): 145-176.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 145-176
    • Dejong, G.1    Mooney, R.2
  • 24
    • 0000954836 scopus 로고
    • Prospects and limits of the empirical study of expertise: An introduction
    • K. Ericsson and J. Smith, New York: Cambridge University Press) Chapter 1
    • Ericsson, K. and Smith, J. (1991) Prospects and limits of the empirical study of expertise: an introduction. In K. Ericsson and J. Smith (eds) Toward a General Theory of Expertise (New York: Cambridge University Press) Chapter 1.
    • (1991) Toward a General Theory of Expertise
    • Ericsson, K.1    Smith, J.2
  • 30
    • 0028709933 scopus 로고
    • The constitutively social character of expertise
    • Fuller, S. (1994) The constitutively social character of expertise. International Journal of Expert Systems, 7(1): 51-64.
    • (1994) International Journal of Expert Systems , vol.7 , Issue.1 , pp. 51-64
    • Fuller, S.1
  • 31
    • 0027686046 scopus 로고
    • The roles of similarity in transfer: Separating retrievability from inferential soundness
    • Gentner, D., Ratterman, M. and Forbus, K. (1993) The roles of similarity in transfer: separating retrievability from inferential soundness. Cognitive Psychology, 25: 524-575.
    • (1993) Cognitive Psychology , vol.25 , pp. 524-575
    • Gentner, D.1    Ratterman, M.2    Forbus, K.3
  • 32
    • 0001231414 scopus 로고
    • Systematicity and surface similarity in the development of analogy
    • Gentner, D. and Toupin, C. (1986) Systematicity and surface similarity in the development of analogy. Cognitive Science, 10(3): 277-300.
    • (1986) Cognitive Science , vol.10 , Issue.3 , pp. 277-300
    • Gentner, D.1    Toupin, C.2
  • 35
    • 84989443764 scopus 로고
    • Analogical reasoning: What develops ? A review of research and theory
    • Goswami, U. (1991) Analogical reasoning: what develops ? A review of research and theory. Child Development, 62: 1-22.
    • (1991) Child Development , vol.62 , pp. 1-22
    • Goswami, U.1
  • 37
    • 0042524114 scopus 로고
    • Initial results from clavier: A case-based autoclave loading assistant
    • R. Bareiss (ed.), DARPA, Morgan Kaufmann
    • H ennesse y, D. and Hinkle, D. (1991) Initial results from clavier: a case-based autoclave loading assistant. In R. Bareiss (ed.) Proceedings of the Case-Based Reasoning Workshop, San Mateo (DARPA, Morgan Kaufmann) pp. 225-232.
    • (1991) Proceedings of the Case-Based Reasoning Workshop, San Mateo , pp. 225-232
    • Hennessey, D.1    Hinkle, D.2
  • 41
    • 0006423995 scopus 로고
    • PhD thesis, Yale University. Northwestern University Institute for the Learning Sciences, Technical Report
    • Kass, A. (1990) Developing creative hypotheses by adapting explanations. PhD thesis, Yale University. Northwestern University Institute for the Learning Sciences, Technical Report 6.
    • (1990) Developing Creative Hypotheses by Adapting Explanations , pp. 6
    • Kass, A.1
  • 42
    • 0003039007 scopus 로고
    • How do people use analogues to make decisions ?
    • J. Kolodner (ed.), Palo Alto. (DARPA, Morgan Kaufmann
    • Klein, G. and Calderwood, R. (1988) How do people use analogues to make decisions ? In J. Kolodner (ed.) Proceedings of the Case-Based Reasoning Workshop, Palo Alto. (DARPA, Morgan Kaufmann) pp. 209-223.
    • (1988) Proceedings of the Case-Based Reasoning Workshop , pp. 209-223
    • Klein, G.1    Calderwood, R.2
  • 44
    • 0026173429 scopus 로고
    • Improving human decision making through case-based decision aiding
    • Kolodner, J. (1991) Improving human decision making through case-based decision aiding. The AI Magazine, 12(2): 52-68.
    • (1991) The AI Magazine , vol.12 , Issue.2 , pp. 52-68
    • Kolodner, J.1
  • 47
    • 0642384947 scopus 로고
    • Evaluating case-based problem solving
    • K. Hammond (ed.), San Mateo. (DARPA, Morgan Kaufmann
    • Koton, P. (1989) Evaluating case-based problem solving. In K. Hammond (ed.) Proceedings of the Case-Based Reasoning Workshop, San Mateo. (DARPA, Morgan Kaufmann), pp. 173-175.
    • (1989) Proceedings of the Case-Based Reasoning Workshop , pp. 173-175
    • Koton, P.1
  • 48
    • 0642293051 scopus 로고
    • Chunking in Soar: The anatomy of a general learning mechanism
    • J. W. Shavlik and T. G. Dietterich (eds) , (San Mateo, CA: Morgan Kaufmann
    • Laird, J. E., Rosenbloom, P. S. and Newell, A. (1990) Chunking in Soar: the anatomy of a general learning mechanism. In J. W. Shavlik and T. G. Dietterich (eds) Readings in Machine Learning (San Mateo, CA: Morgan Kaufmann) pp. 555-572.
    • (1990) Readings in Machine Learning , pp. 555-572
    • Laird, J.E.1    Rosenbloom, P.S.2    Newell, A.3
  • 51
    • 0347824908 scopus 로고
    • Constructive similarity assessment: Using stored cases to define new situations
    • Bloomington, IN, Cognitive Science Society
    • Leake, D. (1992a) Constructive similarity assessment: using stored cases to define new situations. In Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society, Bloomington, IN, Cognitive Science Society, pp. 313-318.
    • (1992) Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society , pp. 313-318
    • Leake, D.1
  • 53
    • 0642354309 scopus 로고
    • Learning adaptation strategies by introspective reasoning about memory search
    • Washington, DC, AAAI,, AAAI Press technical report WS-93-01
    • Leake, D. (1993) Learning adaptation strategies by introspective reasoning about memory search. In Proceedings of the AAAI-93 Workshop on Case-Based Reasoning, Washington, DC, AAAI, pp. 57-63. AAAI Press technical report WS-93-01.
    • (1993) Proceedings of the AAAI-93 Workshop on Case-Based Reasoning , pp. 57-63
    • Leake, D.1
  • 54
    • 85024148666 scopus 로고
    • Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA
    • Leake, D. (1994) Towards a computer model of memory search strategy learning. In Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, Atlanta, GA, pp. 549-554.
    • (1994) Towards a Computer Model of Memory Search Strategy Learning , pp. 549-554
    • Leake, D.1
  • 55
    • 0642293053 scopus 로고
    • Workshop report: The AAAI-93 workshop on case-based reasoning
    • Leake, D. (1994b) Workshop report: the AAAI-93 workshop on case-based reasoning. The AI Magazine, 15(1): 63-64.
    • (1994) The AI Magazine , vol.15 , Issue.1 , pp. 63-64
    • Leake, D.1
  • 56
    • 0029182701 scopus 로고
    • Adaptive similarity assessment for case-based explanation
    • Leake, D. (1995a) Adaptive similarity assessment for case-based explanation. International Journal of Expert Systems, 8: 165-194.
    • (1995) International Journal of Expert Systems , vol.8 , pp. 165-194
    • Leake, D.1
  • 57
    • 0012137791 scopus 로고
    • Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society, Pittsburgh, PA
    • Leake, D. (1995b) Combining rules and cases to learn case adaptation. In Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society, Pittsburgh, PA, pp. 84-89.
    • (1995) Combining Rules and Cases to Learn Case Adaptation , pp. 84-89
    • Leake, D.1
  • 58
    • 85169562556 scopus 로고
    • Representing self-knowledge for introspection about memory search
    • AAAI Spring Symposium on Representing Mental States and Mechanisms, Stanford, CA, AAAI
    • Leake, D. (1995c) Representing self-knowledge for introspection about memory search. In Proceedings of the 1995 AAAI Spring Symposium on Representing Mental States and Mechanisms, Stanford, CA, AAAI, pp. 84-88.
    • (1995) Proceedings of The , vol.1995 , pp. 84-88
    • Leake, D.1
  • 60
    • 0004735833 scopus 로고
    • Goal-driven learning: Fundamental issues (a symposium report)
    • Leake, D. and Ram, A. (1993) Goal-driven learning: fundamental issues (a symposium report). The AI Magazine, 14(4): 67-72.
    • (1993) The AI Magazine , vol.14 , Issue.4 , pp. 67-72
    • Leake, D.1    Ram, A.2
  • 61
    • 0346619337 scopus 로고
    • Processing instructional texts and examples
    • LeFevre, J. (1988) Processing instructional texts and examples. Canadian Journal of Psychology, 41: 351-364.
    • (1988) Canadian Journal of Psychology , vol.41 , pp. 351-364
    • Lefevre, J.1
  • 62
    • 0000888252 scopus 로고
    • Expertise in a complex skill: Diagnosing X-ray pictures
    • M. Chi, R. Glaser and M. Farr, Hillsdale, NJ: Erlbaum) Chapter 11
    • Lesgold, A., Rubinson, H., Feltovitch, P., Glaser, R., Klopfer, D. and Wang, Y. (1988) Expertise in a complex skill: diagnosing X-ray pictures. In M. Chi, R. Glaser and M. Farr (eds) The Nature of Expertise (Hillsdale, NJ: Erlbaum) Chapter 11.
    • (1988) The Nature of Expertise
    • Lesgold, A.1    Rubinson, H.2    Feltovitch, P.3    Glaser, R.4    Klopfer, D.5    Wang, Y.6
  • 64
    • 0003268983 scopus 로고
    • Explanation-based generalization: A unifying view
    • Mitchell, T., Keller, R. and Kedar-Cabelli, S. (1986) Explanation-based generalization: a unifying view. Machine Learning, 1(1): 47-80.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 47-80
    • Mitchell, T.1    Keller, R.2    Kedar-Cabelli, S.3
  • 65
    • 0002241067 scopus 로고
    • Machine transformation of advice into a heuristic search procedure
    • R. Michalski, J. Carbonell and T. Mitchell, Cambrid ge, MA: Tioga
    • Mostow, J. (1983) Machine transformation of advice into a heuristic search procedure. In R. Michalski, J. Carbonell and T. Mitchell (eds) Machine Learning: An Artificial Intelligence Approach (Cambrid ge, MA: Tioga) pp. 367-403.
    • (1983) Machine Learning: An Artificial Intelligence Approach , pp. 367-403
    • Mostow, J.1
  • 67
  • 68
    • 0000885471 scopus 로고
    • The role of learning from examples in the acquisition of recursive programm ing skills
    • Pirolli, P. and Anderson, J. (1985) The role of learning from examples in the acquisition of recursive programm ing skills. Canadian Journal of Psychology, 39: 240-272.
    • (1985) Canadian Journal of Psychology , vol.39 , pp. 240-272
    • Pirolli, P.1    Anderson, J.2
  • 69
    • 0004734554 scopus 로고
    • Introspective reasoning using meta-explanations for multistrategy learning
    • R. Michalski and G. Tecuci, San Mateo, CA: Morgan Kaufmann
    • Ram, A. and Cox, M. (1994) Introspective reasoning using meta-explanations for multistrategy learning. In R. Michalski and G. Tecuci (eds) Machine Learning: A Multistrategy Approach (San Mateo, CA: Morgan Kaufmann).
    • (1994) Machine Learning: A Multistrategy Approach
    • Ram, A.1    Cox, M.2
  • 71
    • 44949279261 scopus 로고
    • This reminds me of the time when…: Expectation failures in reminding and explanation
    • Read, S. and Cesa, I. (1991) This reminds me of the time when…: expectation failures in reminding and explanation. Journal of Experimental Society Psychology, 27: 1-25.
    • (1991) Journal of Experimental Society Psychology , vol.27 , pp. 1-25
    • Read, S.1    Cesa, I.2
  • 72
  • 75
    • 0004453977 scopus 로고
    • Some psychological results on case-based reasoning
    • K. Hammond (ed.), San Mateo. (DARPA, Morgan Kaufmann
    • Ross, B. (1989) Some psychological results on case-based reasoning. In K. Hammond (ed.) Proceedings of the Case-Based Reasoning Workshop, San Mateo. (DARPA, Morgan Kaufmann), pp. 144-147.
    • (1989) Proceedings of the Case-Based Reasoning Workshop , pp. 144-147
    • Ross, B.1
  • 77
    • 0024738574 scopus 로고
    • Creativity and learning in a case-based explainer
    • Schank, R. and Leake, D. (1989) Creativity and learning in a case-based explainer. Artificial Intelligence, 40(1-3): 353-385.
    • (1989) Artificial Intelligence , vol.40 , Issue.1-3 , pp. 353-385
    • Schank, R.1    Leake, D.2
  • 81
    • 0008129331 scopus 로고
    • A retrieval model for case-based memory
    • Kolodner (ed.) Proceedings of the Case-Based Reasoning Workshop, DARPA
    • Seifert, C. (1988) A retrieval model for case-based memory. In J. Kolodner (ed.) Proceedings of the Case-Based Reasoning Workshop, DARPA, pp. 120-125.
    • (1988) Proceedings of the Case-Based Reasoning Workshop , pp. 120-125
    • Seifert, C.1
  • 82
    • 0005394887 scopus 로고
    • Knowledge acquisition in case-based reasoning: '… and then a miracle happens'
    • D. Dankel (ed.) , FLAIRS
    • Simoudis, E., Ford, K. and Canas, A. (1992) Knowledge acquisition in case-based reasoning: '… and then a miracle happens'. In D. Dankel (ed.) Proceedings of the 1992 Florida AI Research Symposium. FLAIRS.
    • (1992) Proceedings of the 1992 Florida AI Research Symposium
    • Simoudis, E.1    Ford, K.2    Canas, A.3
  • 83
    • 0012253699 scopus 로고
    • The application of CBR to help desk applications
    • R. Bareiss, (ed.), San Mateo. (DARPA, Morgan Kaufmann)
    • Simoudis, E. and Miller, J. (1991) The application of CBR to help desk applications. In R. Bareiss, (ed.) Proceedings ofthe Case-BasedReasoning Workshop, San Mateo. (DARPA, Morgan Kaufmann), pp. 25-36.
    • (1991) Proceedings Ofthe Case-Basedreasoning Workshop , pp. 25-36
    • Simoudis, E.1    Miller, J.2
  • 86
    • 0003785708 scopus 로고
    • PhD thesis, School of Information and Computer Science, Georgia Institute of Technology. Georgia Institute of Technology, Technical Report GIT-ICS-87/26
    • Sycara, K. (1987) Resolving adversarial conflicts: an approach integrating case-based and analytic methods. PhD thesis, School of Information and Computer Science, Georgia Institute of Technology. Georgia Institute of Technology, Technical Report GIT-ICS-87/26.
    • (1987) Resolving Adversarial Conflicts: An Approach Integrating Case-Based and Analytic Methods
    • Sycara, K.1
  • 87
    • 0345527736 scopus 로고
    • Using case-based reasoning for plan adaptation and repair
    • J. Kolodner (ed.), Palo Alto. (DARPA, Morgan Kaufmann
    • Sycara, K. (1988) Using case-based reasoning for plan adaptation and repair. In J. Kolodner (ed.) Proceedings of the Case-Based Reasoning Workshop, Palo Alto. (DARPA, Morgan Kaufmann), pp. 425-434.
    • (1988) Proceedings of the Case-Based Reasoning Workshop , pp. 425-434
    • Sycara, K.1
  • 88
    • 0003126834 scopus 로고
    • Problem solving and skill acquisition
    • M. Posner (ed.), Cambridge, MA: MIT Press
    • VanLehn, K. (1989) Problem solving and skill acquisition. In M. Posner (ed.) Foundations of Cognitive Science (Cambridge, MA: MIT Press).
    • (1989) Foundations of Cognitive Science
    • Vanlehn, K.1
  • 90
    • 0027552829 scopus 로고
    • Derivational analogy in prodigy: Automating case acquisition, storage, and utilization
    • Veloso, M. and Carbonell, J. (1993) Derivational analogy in prodigy: automating case acquisition, storage, and utilization. Machine Learning, 10(3): 249-278.
    • (1993) Machine Learning , vol.10 , Issue.3 , pp. 249-278
    • Veloso, M.1    Carbonell, J.2


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