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Erschienen in:
1998 | ReviewPaper | Buchkapitel
Case-base maintenance
verfasst von : Barry Smyth
Erschienen in: Tasks and Methods in Applied Artificial Intelligence
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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As case-based reasoning systems are deployed in real-world situations the issue of case maintenance becomes more and more critical. Uncontrolled case-base growth can cause serious performance problems as retrieval efficiency degrades and incorrect or inconsistent cases become increasingly difficult to detect. This paper surveys recent progress in the area of knowledge maintenance, and propose a novel, competence-based maintenance policy for case-based reasoning systems.