KSL-91-29 + redirect page
A Framework for Explaining Decision-Theoretic Advice + Has identifier
A Framework for Explaining Decision-Theoretic Advice + Ksl tr id
A Framework for Explaining Decision-Theoretic Advice + Number
| A Framework for Explaining Decision-Theoretic Advice |
Bibtype
techreport
Has publishing details
1991
Has title
A Framework for Explaining Decision-Theoretic Advice
Has where published
KSL-91-29
Has year
1991
Title
A Framework for Explaining Decision-Theoretic Advice
Year
1991
Abstract
We present strategies for explaining decis … We present strategies for explaining decision-theoretic choices automatically, and we describe the role of these strategies in "Interpretive Value Analysis," our broader framework for explanation and knowledge acquisition in expert systems that model tradeoff-intensive decisions. Our explanations are at once empirically motivated and formally sound with respect to decision theory, retaining the advantages of both artificial-intelligence and decision-theoretic representations for modeling decisions. We demonstrate the explanation strategies with implemented examples in the domains of marketing, process control, and medicine. Although previous approaches to modeling decisions in expert systems often have sacrificed formal specification for transparent operation, our methodology suggests that knowledge engineers can retain the benefits of decision theory without compromising intuitive explanation. ithout compromising intuitive explanation.
Note
Updated June 1994.
Author
David A. Klein and Edward H. Shortliffe +
Has author
David A. Klein and Edward H. Shortliffe +
Has identifier
A Framework for Explaining Decision-Theoretic Advice +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
A Framework for Explaining Decision-Theoretic Advice +
Number
A Framework for Explaining Decision-Theoretic Advice +
Process note
YES +
Categories KSL Technical Report +, Publication +, Technical Report +
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