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11

ICCBR
2007
Springer

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Case Provenance: The Value of Remembering Case Sources

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Case Provenance: The Value of Remembering Case Sources

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Case-based reasoning systems routinely record the results of prior problem-solving, but not the provenance of new cases: the way in which the new cases were derived. This paper proposes the value of tracking provenance information in CBR, especially when timely feedback may not be available. It illustrates the use of provenance information with studies of the application of provenance information to guide case-base maintenance. Experiments with two data sets illustrate the beneﬁt of using provenance to propagate maintenance and to target maintenance effort.

David B. Leake, Matthew Whitehead

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Added	08 Jun 2010
Updated	08 Jun 2010
Type	Conference
Year	2007
Where	ICCBR
Authors	David B. Leake, Matthew Whitehead

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