Abstract
Case-based reasoning is starting to be commercially attractive and an important alternative for knowledge-based system designers, developers, integrators, and tool vendors as a way to leverage the valuable experience within organizations [Mott, 1993]. The potential market is significant, especially for decision making in complex problem-solving domains, as well as for efficient information processing. Most of the initial work combined case-based reasoning with rule-based systems, but other hybrid combinations are starting to be considered. Other areas that will likely see a boost in productivity from hybrid case-based reasoning systems include intelligent text retrieval, hypertext, data mining, and telecommunications Foster, 1992.
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References for Further Reading
Allen, B. P. (1994), “Case-based reasoning: business applications,” Communications of the ACM, vol 37, no. 3, pp. 40–42.
Barletta, R. (1991), “An introduction to case-based reasoning,” AI Expert, vol 6, no. 8, pp. 43–49.
Branting, L. K., and Porter, B. W. (1991), “Rules and precedents as complementary warrants,” Proceedings of the Ninth AAAI Conference, Anaheim, CA, July 14-19, pp. 3–9.
Buta, P. (1994), “Mining for financial knowledge with CBR,” AI Expert, vol 9, no. 2, pp. 34–41.
Hennessy, D., and Hinkle, D. (1992), “Applying case-based reasoning to autoclave loading,” IEEE Expert, vol 7, no. 5, pp. 21–26.
Mott, S. (1993), “Case-based reasoning: market, applications, and fit with other technologies,” Expert Systems with Applications, vol 6, no. 1, pp. 97–104.
Pearce, M., Goel, A. K., Kolodner, J. L., Zimring, C, Sentosa, L., and Billington, R. (1992), “Case-based design support: a case study in architectural design,” IEEE Expert, vol 7, no. 5, pp. 14–20.
The following conference proceedings contain some information relevant to the integration of case-based reasoning with other intelligent technologies
CCIE’94 (1994), Proceedings of the 16th Annual Conference on Computers and Industrial Engineering, Ashikaga, Japan, March 7-9.
EWCBR’93 (1993), Proceedings of the Fifth European Workshop on Topics in Case-Based Reasoning, Kaiserslautern, Germany, November 1-5.
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Medsker, L.R. (1995). Hybrid Systems with Case-Based Reasoning. In: Hybrid Intelligent Systems. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-2353-6_13
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DOI: https://doi.org/10.1007/978-1-4615-2353-6_13
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