Debugging knowledge-based applications with a generic toolkit.

Craw, S.; Boswell, R.

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

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 12th IEEE international conference on tools with artificial intelligence (ICTAI 2000)
• 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: May 7, 2007
• Print ISSN: 1082-3409
• Publisher: Institute of Electrical and Electronics Engineers (IEEE)
• Peer Reviewed: Peer Reviewed
• 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
• Contract Date: May 7, 2007