메뉴 건너뛰기




Volumn 24, Issue 2, 2005, Pages 109-143

Explanation in case-based reasoning-perspectives and goals

Author keywords

Case based reasoning; Explanation

Indexed keywords

COMPUTATIONAL METHODS; MATHEMATICAL MODELS; SURVEYS; THEOREM PROVING;

EID: 26944470931     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-005-4607-7     Document Type: Review
Times cited : (207)

References (81)
  • 3
    • 0028401306 scopus 로고
    • Case-based reasoning; Foundational issues, methodological variations and system approaches
    • Aamodt, A. & Plaza, E. (1994). Case-based Reasoning; Foundational Issues, Methodological Variations and System Approaches. AI Communications. 7(1): 39-59.
    • (1994) AI Communications. , vol.7 , Issue.1 , pp. 39-59
    • Aamodt, A.1    Plaza, E.2
  • 5
    • 0010278824 scopus 로고    scopus 로고
    • Teaching case-based argumentation through a model and examples: Empirical evaluation of an intelligent learning environment
    • du Boulay, B. and Mizoguchi, R. (eds.). IOS Press. Amsterdam
    • Aleven, V. & Ashley, K. D. (1997). Teaching Case-Based Argumentation through a Model and Examples: Empirical Evaluation of an Intelligent Learning Environment. In du Boulay, B. and Mizoguchi, R. (eds.) Artificial Intelligence in Education, Proceedings of AI-ED 97 World Conference. 87-94. IOS Press. Amsterdam:
    • (1997) Artificial Intelligence in Education, Proceedings of AI-ED 97 World Conference , pp. 87-94
    • Aleven, V.1    Ashley, K.D.2
  • 6
    • 0036210232 scopus 로고    scopus 로고
    • An effective metacognitive strategy: Learning by doing and explaining with a computer based cognitive tutor
    • Aleven, V. & Koedinger, K. R. (2002). An Effective Metacognitive Strategy: Learning by Doing and Explaining With a Computer Based Cognitive Tutor. Cognitive Science 26: 147-179.
    • (2002) Cognitive Science , vol.26 , pp. 147-179
    • Aleven, V.1    Koedinger, K.R.2
  • 7
    • 27744564145 scopus 로고    scopus 로고
    • Case-based reasoning research and development: Proceedings ICCBR 2003
    • Springer: Berlin Heidelberg
    • Ashley, K.D. & Bridge, D.G. (eds.) (2003). Case-Based Reasoning Research and Development: Proceedings ICCBR 2003, No. 2689 in LNAI. Springer: Berlin Heidelberg.
    • (2003) LNAI , vol.2689
    • Ashley, K.D.1    Bridge, D.G.2
  • 9
    • 84994877461 scopus 로고
    • Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks
    • Bergmann, R. and Pews, G. & Wilke, W. (1993). Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks. In Topics in Case-Based Reasoning: Proceedings EWCBR 1993. 182-196.
    • (1993) Topics in Case-based Reasoning: Proceedings EWCBR 1993 , pp. 182-196
    • Bergmann, R.1    Pews, G.2    Wilke, W.3
  • 11
    • 0039369479 scopus 로고
    • An approach to explanation
    • R. J. Butler (ed.) Basil Blackwell: Oxford
    • Bromberger, S. (1965). An Approach to Explanation. In R. J. Butler (ed.) Analytical Philosophy, vol. 2.: 72-105. Basil Blackwell: Oxford.
    • (1965) Analytical Philosophy , vol.2 , pp. 72-105
    • Bromberger, S.1
  • 12
    • 0002208957 scopus 로고
    • Why questions
    • Colodny, R. G. (ed.). Pittsburgh University Press: Pittsburgh
    • Bromberger, S. (1966). Why Questions. In Colodny, R. G. (ed.) Mind and Cosmos. 86-111. Pittsburgh University Press: Pittsburgh.
    • (1966) Mind and Cosmos , pp. 86-111
    • Bromberger, S.1
  • 14
    • 0024628743 scopus 로고
    • Explaining control strategies in problem solving
    • Chandrasekaran, B., Tanner, M.C. & Josephson, J. R. (1989). Explaining Control Strategies in Problem Solving. IEEE Expert, 4(1): 9-15.
    • (1989) IEEE Expert , vol.4 , Issue.1 , pp. 9-15
    • Chandrasekaran, B.1    Tanner, M.C.2    Josephson, J.R.3
  • 16
    • 48749146658 scopus 로고
    • The epistemology of a rule-based expert system: A frame-work for explanation
    • Clancey, W. J. (1983). The Epistemology of a Rule-Based Expert System: A Frame-work for Explanation. Artificial Intelligence 20(3): 215-251.
    • (1983) Artificial Intelligence , vol.20 , Issue.3 , pp. 215-251
    • Clancey, W.J.1
  • 20
    • 84957587561 scopus 로고    scopus 로고
    • Probabilistic indexing for case-based prediction
    • Leake, D. B. & Plaza, E. (eds.) Case-Based Reasoning Research and Development: Proceedings ICCBR 1997,. Springer: Berlin Heidelberg
    • Faltings, B. (1997). Probabilistic Indexing for Case-Based Prediction. In Leake, D. B. & Plaza, E. (eds.) Case-Based Reasoning Research and Development: Proceedings ICCBR 1997, vol. 1266 of Lecture Notes in Artificial Intelligence. 611-622. Springer: Berlin Heidelberg.
    • (1997) Lecture Notes in Artificial Intelligence , vol.1266 , pp. 611-622
    • Faltings, B.1
  • 22
    • 0002630828 scopus 로고
    • Explanation and scientific understanding
    • Friedman, M. (1974). Explanation and Scientific Understanding. Journal of Philosophy 71: 5-19.
    • (1974) Journal of Philosophy , vol.71 , pp. 5-19
    • Friedman, M.1
  • 23
    • 26944445941 scopus 로고    scopus 로고
    • Advances in case-based reasoning: Proceedings ECCBR 2004
    • Springer: Berlin Heidelberg
    • Funk, P. & González-Calero, P. A. G. (eds.) (2004). Advances in Case-Based Reasoning: Proceedings ECCBR 2004. No. 3155 in LNAI. Springer: Berlin Heidelberg.
    • (2004) LNAI , vol.3155
    • Funk, P.1    González-Calero, P.A.G.2
  • 24
    • 0000686460 scopus 로고    scopus 로고
    • Explanations from. Intelligent systems: Theoretical foundations and implications for practice
    • Gregor, S. & Benbasat, I. (1999). Explanations From. Intelligent Systems: Theoretical Foundations and Implications for Practice. MIS Quarterly 23(4): 497-530.
    • (1999) MIS Quarterly , vol.23 , Issue.4 , pp. 497-530
    • Gregor, S.1    Benbasat, I.2
  • 25
    • 27744509812 scopus 로고
    • Probabilistic explanation and probabilistic causality
    • Hanna, J. (1982). Probabilistic Explanation and Probabilistic Causality. Philosophy Socity American, vol. 2.
    • (1982) Philosophy Socity American , vol.2
    • Hanna, J.1
  • 26
    • 0002469974 scopus 로고
    • The inference to the best explanation
    • Harman, G. (1965). The Inference to the Best Explanation. The Philosophical Review 74(1): 88-95.
    • (1965) The Philosophical Review , vol.74 , Issue.1 , pp. 88-95
    • Harman, G.1
  • 28
  • 33
    • 0042370886 scopus 로고
    • Explanation, conjunction, and unification
    • Kitcher, P. (1976). Explanation, Conjunction, and Unification. Journal of Philosophy 73: 207-12.
    • (1976) Journal of Philosophy , vol.73 , pp. 207-212
    • Kitcher, P.1
  • 34
  • 35
    • 0030637173 scopus 로고    scopus 로고
    • Educational implications of analogy: A view from case-based reasoning
    • Kolodner, J. L. (1997). Educational Implications of Analogy: A View from Case-Based Reasoning. American Psychologist 52(1): 57-66.
    • (1997) American Psychologist , vol.52 , Issue.1 , pp. 57-66
    • Kolodner, J.L.1
  • 37
    • 85005248766 scopus 로고
    • Reasoning about evidence in causal explanations
    • AAAI Press/MIT Press: Cambridge, MA
    • Koton, P. (1988). Reasoning about Evidence in Causal Explanations. In Proceedings of AAAI-88 vol. 1. 256-261. AAAI Press/MIT Press: Cambridge, MA.
    • (1988) Proceedings of AAAI-88 , vol.1 , pp. 256-261
    • Koton, P.1
  • 41
    • 26944450674 scopus 로고
    • Goal-based explanation evaluation
    • MIT Press: Cambridge
    • Leake, D. B. (1995b). Goal-Based Explanation Evaluation. In Goal-Driven Learning. 251-285 MIT Press: Cambridge.
    • (1995) Goal-driven Learning , pp. 251-285
    • Leake, D.B.1
  • 45
    • 0041019313 scopus 로고
    • On using artificial intelligence to integrate the design of organizational and process change in US manufacturing
    • Majchrzak, A. & Gasser, L. (1991). On using Artificial Intelligence to Integrate the Design of Organizational and Process Change in US Manufacturing. AI and Society 5: 321-338.
    • (1991) AI and Society , vol.5 , pp. 321-338
    • Majchrzak, A.1    Gasser, L.2
  • 46
    • 0034434766 scopus 로고    scopus 로고
    • The use of explanations in knowledge-based systems: Cognitive perspectives and a process-tracing analysis
    • Mao, J.-Y & Benbasat, I. (2000). The Use of Explanations in Knowledge-Based Systems: Cognitive Perspectives and a Process-Tracing Analysis. Journal of Managment Information Systems 17(2): 153-179.
    • (2000) Journal of Managment Information Systems , vol.17 , Issue.2 , pp. 153-179
    • Mao, J.-Y.1    Benbasat, I.2
  • 47
    • 26944494700 scopus 로고    scopus 로고
    • Visualisation of case-based reasoning for explanation
    • Gervás, P. & Gupta, K. M. (eds.) Madrid
    • Massie, S., Craw, S. & Wiratunga, N. (2004). Visualisation of Case-Based Reasoning for Explanation. In Gervás, P. & Gupta, K. M. (eds.) Proceedings of the ECCBR 2004 Workshops. Madrid. 135-144.
    • (2004) Proceedings of the ECCBR 2004 Workshops , pp. 135-144
    • Massie, S.1    Craw, S.2    Wiratunga, N.3
  • 48
    • 27744489141 scopus 로고    scopus 로고
    • Visualising case-base usage
    • McGinty, L. (ed.) Trondheim
    • McArdle, G. P. & Wilson, D. C. (2003). Visualising Case-Base Usage. In McGinty, L. (ed.) Workshop Proceedings ICCBR 2003. 105-114, Trondheim.
    • (2003) Workshop Proceedings ICCBR 2003 , pp. 105-114
    • McArdle, G.P.1    Wilson, D.C.2
  • 50
    • 0002713870 scopus 로고    scopus 로고
    • Strategic induction of decision trees
    • Milne, R. & Bramer, M. A. (eds)
    • McSherry, D. (1998). Strategic Induction of Decision Trees. In Milne, R. & Bramer, M. A. (eds). 15-26. Proceedings of ES98.
    • (1998) Proceedings of ES98 , pp. 15-26
    • McSherry, D.1
  • 51
    • 0035070371 scopus 로고    scopus 로고
    • Interactive case-based reasoning in sequential diagnosis
    • McSherry, D. (2001). Interactive Case-Based Reasoning in Sequential Diagnosis. Applied Intelligence 14: 65-76.
    • (2001) Applied Intelligence , vol.14 , pp. 65-76
    • McSherry, D.1
  • 52
    • 26944499174 scopus 로고    scopus 로고
    • Explanation in case-based reasoning: An evidential approach
    • Lees, B. (ed.). Cambridge
    • McSherry, D. (2003). Explanation in Case-Based Reasoning: an Evidential Approach. In Lees, B. (ed.) Proceedings of the 8th UK Workshop on Case-Based Reasoning. 47-55. Cambridge.
    • (2003) Proceedings of the 8th UK Workshop on Case-based Reasoning , pp. 47-55
    • McSherry, D.1
  • 53
    • 35048876734 scopus 로고    scopus 로고
    • Explaining the pros and cons of conclusions in CBR
    • Funk, P. & González-Calero, P. (eds.). Springer: Berlin Heidelberg
    • McSherry, D. (2004). Explaining the Pros and Cons of Conclusions in CBR. Funk, P. & González-Calero, P. (eds.) Proceeding of ECCBR 2004, 317-330. Springer: Berlin Heidelberg.
    • (2004) Proceeding of ECCBR 2004 , pp. 317-330
    • McSherry, D.1
  • 56
    • 26944440238 scopus 로고    scopus 로고
    • A case-based explanation system for black-box systems
    • This issue
    • Nugent, C. & Cunningham, P. (2005). A Case-Based Explanation System for Black-Box Systems. Artificial Intelligence Review (This issue).
    • (2005) Artificial Intelligence Review
    • Nugent, C.1    Cunningham, P.2
  • 58
    • 27744446220 scopus 로고    scopus 로고
    • The explanatory power of symbolic similarity in case-based reasoning
    • This issue
    • Plaza, E., Armengol, E. & Ontañón, S. (2005). The Explanatory Power of Symbolic Similarity in Case-Based Reasoning. Artificial Intelligence Review (This issue).
    • (2005) Artificial Intelligence Review
    • Plaza, E.1    Armengol, E.2    Ontañón, S.3
  • 62
    • 26944475572 scopus 로고    scopus 로고
    • Mapping goals and kinds of explanations to the knowledge containers of case-based reasoning systems
    • Muñoz-Avila, H. & Ricci, F. (eds.) Springer
    • Roth-Berghofer, T. R. & Cassens, J. (2005). Mapping Goals and Kinds of Explanations to the Knowledge Containers of Case-Based Reasoning Systems. In Muñoz-Avila, H. & Ricci, F. (eds.) Proceedings of ICCBR-05, 451-464. Springer.
    • (2005) Proceedings of ICCBR-05 , pp. 451-464
    • Roth-Berghofer, T.R.1    Cassens, J.2
  • 63
    • 27744436974 scopus 로고    scopus 로고
    • Goals and kinds of explanations in case-based reasoning
    • Althoff et al. (eds.). DFKI: Kaiserslautern
    • Roth-Berghofer, T. R., Cassens, J. & Sørmo, F. (2005). Goals and Kinds of Explanations in Case-Based Reasoning. In Althoff et al. (eds.) Proceedings of WM 2005, 264-268. DFKI: Kaiserslautern.
    • (2005) Proceedings of WM 2005 , pp. 264-268
    • Roth-Berghofer, T.R.1    Cassens, J.2    Sørmo, F.3
  • 64
    • 0347272222 scopus 로고
    • Statistical explanation
    • Colodny, R. G. (ed.). Pittburgh University Press: Pittburgh
    • Salmon, W. (1971). Statistical explanation. In Colodny, R. G. (ed.) The Nature and Function of Scientific Theories. 173-231. Pittburgh University Press: Pittburgh.
    • (1971) The Nature and Function of Scientific Theories. , pp. 173-231
    • Salmon, W.1
  • 66
    • 0024738574 scopus 로고
    • Creativity and learning in a case-based explainer
    • Schank, R. & 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
  • 69
    • 0032121020 scopus 로고    scopus 로고
    • Adaptation-guided retrieval: Questioning the similarity assumption in reasoning
    • Smyth, B. & Keane, M. T. (1998). Adaptation-Guided Retrieval: Questioning the Similarity Assumption in Reasoning. Artificial Intelligence 102(2): 249-293.
    • (1998) Artificial Intelligence , vol.102 , Issue.2 , pp. 249-293
    • Smyth, B.1    Keane, M.T.2
  • 70
    • 26944477404 scopus 로고    scopus 로고
    • Case-based student modeling using concept maps
    • Muñoz-Avila, H. & Ricci, F. (eds.). Springer
    • Sørmo, F. (2005). Case-Based Student Modeling using Concept Maps. In Muñoz-Avila, H. & Ricci, F. (eds.) Proceedings of ICCBR-05, 492-506. Springer.
    • (2005) Proceedings of ICCBR-05 , pp. 492-506
    • Sørmo, F.1
  • 72
    • 0020809406 scopus 로고
    • What kind of expert should a system be? XPLAIN: A system for creating and explaining expert consulting programs
    • Swartout, W. (1983). What Kind of Expert Should a System be? XPLAIN: A System for Creating and Explaining Expert Consulting Programs. Artificial Intelligence 21: 285-325.
    • (1983) Artificial Intelligence , vol.21 , pp. 285-325
    • Swartout, W.1
  • 73
    • 0023400792 scopus 로고
    • On making expert systems more like experts
    • Swartout, W. & Smoliar, S. (1987). On Making Expert Systems More Like Experts. Expert Systems. 4(3): 196-207.
    • (1987) Expert Systems , vol.4 , Issue.3 , pp. 196-207
    • Swartout, W.1    Smoliar, S.2
  • 74
    • 0003204170 scopus 로고
    • Explanation in second generation expert systems
    • David, J. Krivine, J. & Simmons, R. (eds.) Springer Verlag: Berlin
    • Swartout, W. R. & Moore, J. D. (1993). Explanation in Second Generation Expert Systems, In David, J. Krivine, J. & Simmons, R. (eds.) Second Generation Expert Systems. 543-585, Springer Verlag: Berlin.
    • (1993) Second Generation Expert Systems , pp. 543-585
    • Swartout, W.R.1    Moore, J.D.2
  • 79
    • 0033207213 scopus 로고    scopus 로고
    • Case-based reasoning is a methodology, not a technology
    • Watson, I. (1999). Case-Based Reasoning is a Methodology, not a Technology. Knowledge-Based Systems. 12(5-6): 303-308.
    • (1999) Knowledge-based Systems. , vol.12 , Issue.5-6 , pp. 303-308
    • Watson, I.1
  • 81
    • 26444594807 scopus 로고    scopus 로고
    • An approach to aggregating ensembles of lazy learners that supports explanation
    • Craw, S. & Preece, A. (eds.) Springer: Berlin Heidelberg
    • Zenobi, G. & Cunningham, P. (2002). An Approach to Aggregating Ensembles of Lazy Learners That Supports Explanation. In Craw, S. & Preece, A. (eds.) Advances in Case-Based Reasoning: Proceedings ECCBR 2002. 436-447, Springer: Berlin Heidelberg.
    • (2002) Advances in Case-based Reasoning: Proceedings ECCBR 2002 , pp. 436-447
    • Zenobi, G.1    Cunningham, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.