Domain independent shell for building a diagnostic expert system

Boots – shoes – and leggings

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364200, 3642745, 3642757, 364900, 3649723, G06F 1518

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048666351

ABSTRACT:
An application shell provides a domain independent diagnostic problem solver comprised of a knowledge base. The knowledge base includes a plurality of failure mode schemata arranged in a causal hierarchy from observable failure modes to failure modes having a repair procedure; a plurality of rule schemata related to certain of said failure mode schemata; a plurality of datum schemata for gathering data about the system under investigation, the information being used to determine the applicability of said rule schemata; and a plurality of repair procedure schemata each being related to one of the failure mode schemata having a repair procedure. A problem solver is capable of forward chaining through the knowledge base and backward chaining through the failure mode schemata based on the rules, the forward chaining, and the hierarchical arrangement of failure mode schemata so as to change the focus from one failure mode schema to another failure mode schema deeper within the hierarchical arrangement without having to focus upon any intermediate schemata to thereby locate an appropriate repair procedure schema.

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William J. Clancy, "From Guidon to Neomycin and Heracles in Twenty Short Lessons: ORN Final Report 1979-1985", The AI Magazine 8/86, pp. 40-60.
Timothy F. Thompson et al., "A Qualitative Modeling Shell for Process Diagnosis", 1986 IEEE Software, pp. 6-15.
Tom Bylander, "CRSL: A Language for Classificatory Problem Solving and Uncertainty Handling", The AI Magazine 8/86, pp. 66-77.
M. Hofmann et al., "Building Expert Systems for Repair Domains", Expert Systems, 1/86, vol. 3, No. 1, pp. 4-11.
Jeff Yung-Choa Pan et al., "Pies: A Engineer's Do-It-Yourself Knowledge System for Interpretation of Parametric Test Data", AI Magazine, Fall, 1986, pp. 62-69.

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