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1994 Volume 9
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RESEARCH ARTICLE   Open Access    

Case-based reasoning

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  • Case-based reasoning (CBR) systems reason from experience: they solve new problems by retrieving relevant prior cases and adapting them to fit new situations. In 1988 the first case-based reasoning workshop, sponsored by DARPA, identified theoretical foundations and fundamental issues for case-based reasoning research. Since then, much investigation has examined the CBR process itself, the validity of CBR as a cognitive model, and the application of CBR technology. The results of that work include refinements in theories of the case-based reasoning process, psychological evidence for human case-based reasoning, and the fielding of over 100 CBR applications.
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    Kolodner J (ed.), 1988. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.

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    Kolodner J, 1993. Case-Based Reasoning. San Mateo, CA: Morgan Kaufmann.

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    Leake D (ed.), 1993. Proceedings of the AAAI-93 Workshop on Case-Based Reasoning. Menlo Park, CA: AAAI Press.

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    Riesbeck C and Schank RC, 1989. Inside Case Based Reasoning. Hillsdale, NJ: Lawrence Eribaum.

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  • Cite this article

    David B. Leake. 1994. Case-based reasoning. The Knowledge Engineering Review. 9:6585 doi: 10.1017/S0269888900006585
    David B. Leake. 1994. Case-based reasoning. The Knowledge Engineering Review. 9:6585 doi: 10.1017/S0269888900006585

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RESEARCH ARTICLE   Open Access    

Case-based reasoning

The Knowledge Engineering Review  9 Article number: 10.1017/S0269888900006585  (1994)  |  Cite this article

Abstract: Case-based reasoning (CBR) systems reason from experience: they solve new problems by retrieving relevant prior cases and adapting them to fit new situations. In 1988 the first case-based reasoning workshop, sponsored by DARPA, identified theoretical foundations and fundamental issues for case-based reasoning research. Since then, much investigation has examined the CBR process itself, the validity of CBR as a cognitive model, and the application of CBR technology. The results of that work include refinements in theories of the case-based reasoning process, psychological evidence for human case-based reasoning, and the fielding of over 100 CBR applications.

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    Cite this article
    David B. Leake. 1994. Case-based reasoning. The Knowledge Engineering Review. 9:6585 doi: 10.1017/S0269888900006585
    David B. Leake. 1994. Case-based reasoning. The Knowledge Engineering Review. 9:6585 doi: 10.1017/S0269888900006585
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