Expert system applications
The volume presents an international collection of mature expert system projects. Work from countries ranging from Japan to France, Spain to China, and from the United States is reported. Following on the second stage of expert system development, discussion focusses on issues that have become prominent through the application of systems to real-world problems. The incorporation of substantial numeric knowledge into systems is the first issue covered. It arises in many technical domains, which are likely to have already been subject to statistical or algebraic description. The second issue concerns the explicit representation of control knowledge within knowledge-bases. This gives systems the capability of explicitly reasoning about the control strategy applicable to each sub-problem arising in a complex problem domain.
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Table of Contents
Controlling Expert Systems
A Quantitative Approach to Approximate Reasoning in Rulebased Expert Systems
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abstract action algorithm applied Artiﬁcial Artificial Intelligence backchaining backward chaining behavior causal circuit Clancey Computer concepts conﬂict resolution strategies context control knowledge control mechanisms control scheme CT REST CURTASK data items database deduced deﬁned deﬁnition described diagnosis DOBEFORE DODURING domain knowledge Dubois elements example executed expert system explicit explicitly ﬁnd ﬁrst FORMWORK forward chaining fuzzy set Galen goal HERACLES heuristic hypothesis frame inference inference procedure instantiation invoked is-a knowledge base knowledge representation KORG language Lisp logic matching MC rule metarule premise metarules method modus ponens MRS/NEOMYCIN MYCIN NEOMYCIN NEXTACTION node operation parsing pattern possibility distribution PR ST Prade predicate Proc procedure proposition RACs reasoning relational attribute relationships representation represented RESISTOR RST1 rule base rule-based RULEFOR SACs selection semantic network speciﬁc statement structure SUB-CT TAPVC tion triangular norm triggering variable Zadeh