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Debugging knowledge-based applications with a generic toolkit.

Craw, S.; Boswell, R.

Authors

R. Boswell



Abstract

Knowledge refinement tools assist in the debugging and maintenance of knowledge based systems (KBSs) by attempting to identify and correct faults in the knowledge that account for incorrect problem-solving. Most refinement systems target a single shell and are able to refine only KBSs implemented in this shell. Our KRUSTWorks toolkit is unusual in that it provides refinement facilities that can be applied to a number of different shells, and is designed to be extensible to new shells. The paper outlines the components of the KRUSTWorks toolkit and how it is applied to faulty KBSs. It describes its application to two real aerospace KBSs implemented in CLIPS and POWER-MODEL to demonstrate its flexibility of application.

Citation

CRAW, S. and BOSWELL, R. 2000. Debugging knowledge-based applications with a generic toolkit. In Proceedings of the 12th IEEE international conference on tools with artificial intelligence (ICTAI 2000), 13-15 November 2000, Vancouver, Canada. New York: IEEE [online], article number 889866, pages 182-185. Available from: https://doi.org/10.1109/TAI.2000.889866

Conference Name 12th IEEE international conference on tools with artificial intelligence (ICTAI 2000)
Conference Location Vancouver, Canada
Start Date Nov 13, 2000
End Date Nov 15, 2000
Acceptance Date Nov 13, 2000
Online Publication Date Aug 6, 2002
Publication Date Dec 31, 2000
Deposit Date May 7, 2007
Publicly Available Date Mar 29, 2024
Print ISSN 1082-3409
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Article Number 889866
Pages 182-185
Series Title Proceedings of the IEEE international conference on tools with artificial intelligence
ISBN 9780769509099
DOI https://doi.org/10.1109/TAI.2000.889866
Keywords Knowledge refinement tools; Knowledge based systems
Public URL http://hdl.handle.net/10059/63

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