Explaining Decision-Theoretic Choices

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KSL-90-04 +  redirect page

Explaining Decision-Theoretic Choices +  Has identifier

Explaining Decision-Theoretic Choices +  Ksl tr id

Explaining Decision-Theoretic Choices +  Number

Explaining Decision-Theoretic Choices

Bibtype  techreport

Has publishing details  1990

Has title  Explaining Decision-Theoretic Choices

Has where published  KSL-90-04

Has year  1990

Title  Explaining Decision-Theoretic Choices

Year  1990

Abstract  We present strategies for explaining decis We present strategies for explaining decision-theoretic choices, and we describe the role of these strategies in a broader framework for building expert systems that choose among alternatives. We demonstrate the explanation strategies with implemented examples in the domains of marketing, process control, and medicine. Although previous approaches to modeling choices in expert systems generally have sacrificed formal specification for transparent operation, our approach suggests that decision-theoretic models provide a basis for generating intuitive explanations, as well as sound choices. ve explanations, as well as sound choices.

Address  Ottawa, Canada +

Author  David A. Klein and Edward H. Shortliffe +

Has author  David A. Klein and Edward H. Shortliffe +

Has identifier  Explaining Decision-Theoretic Choices +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  Explaining Decision-Theoretic Choices +

Number  Explaining Decision-Theoretic Choices +

Process note  YES +

Categories  KSL Technical Report +, Publication +, Technical Report +

 

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