Hostname: page-component-669899f699-chc8l Total loading time: 0 Render date: 2025-04-30T10:54:41.612Z Has data issue: false hasContentIssue false
  • English
  • Français

Case-based reasoning

Published online by Cambridge University Press:  07 July 2009

David B. Leake
David B. Leake
Affiliation:
Computer Science Department, Indiana University, Bloomington, IN 47405, USA (email: leake@cs.indiana.edu)
Get access Rights & Permissions [Opens in a new window]

Extract

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.

Type
Research Article
Information
The Knowledge Engineering Review , Volume 9 , Issue 1 , March 1994 , pp. 61 - 64
Copyright
Copyright © Cambridge University Press 1994

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Article purchase

Temporarily unavailable

References

Bareiss, R (ed.), 1991. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Hammond, K (ed), 1989. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Kolodner, J (ed.), 1988. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Kolodner, J, 1993. Case-Based Reasoning. San Mateo, CA: Morgan Kaufmann.CrossRefGoogle Scholar
Leake, D (ed.), 1993. Proceedings of the AAAI-93 Workshop on Case-Based Reasoning. Menlo Park, CA: AAAI Press.Google Scholar
Riesbeck, C and Schank, RC, 1989. Inside Case Based Reasoning. Hillsdale, NJ: Lawrence Eribaum.Google Scholar