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12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'00)
Debugging knowledge-based applications with a generic toolkit
Vancouver, British Columbia, Canada
November 13-November 15
ISBN: 0-7695-0909-6
S. Craw, Sch. of Comput. & Math. Sci., Robert Gordon Univ., Aberdeen, UK
R. Boswell, Sch. of Comput. & Math. Sci., Robert Gordon Univ., Aberdeen, UK
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.
Index Terms:
program debugging; knowledge based systems; knowledge engineering; aerospace computing; generic toolkit; knowledge refinement tools; knowledge based system maintenance; knowledge based system debugging; fault identification; fault correction; KRUSTWorks toolkit; shells; aerospace knowledge-based systems; CLIPS; POWER-MODEL
Citation:
S. Craw, R. Boswell, "Debugging knowledge-based applications with a generic toolkit," ictai, pp.0182, 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'00), 2000
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