Interactive Diagnosis and Repair of Decision-Theoretic Models

Citation: David A. Klein and Edward H. Shortliffe. (1991) Interactive Diagnosis and Repair of Decision-Theoretic Models. In KSL-90-19, 1991.

Publication techreport ( Edit )
type	Technical Report
bibtype	techreport
Bibtex basics
author	David A. Klein and Edward H. Shortliffe
title	Interactive Diagnosis and Repair of Decision-Theoretic Models
number	KSL-90-19
institution	Knowledge Systems, AI Laboratory
year	1991
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abstract	We present an intuitive automated method for diagnosing and repairing decision-theoretic models interactively, and we describe the role of this method in our broader framework for building expert systems that choose among alternatives. Although previous approaches to modeling choices in expert systems generally have sacrificed formal specification for transparent operation, our approach suggests that knowledge engineers can retain the benefits of a formal foundation without compromising intuitive explanation and knowledge acquisition.

KSL Technical Report ID: KSL-90-19

Abstract	We present an intuitive automated method f … We present an intuitive automated method for diagnosing and repairing decision-theoretic models interactively, and we describe the role of this method in our broader framework for building expert systems that choose among alternatives. Although previous approaches to modeling choices in expert systems generally have sacrificed formal specification for transparent operation, our approach suggests that knowledge engineers can retain the benefits of a formal foundation without compromising intuitive explanation and knowledge acquisition. ive explanation and knowledge acquisition.
Author	David A. Klein and Edward H. Shortliffe +
Bibtype	techreport +
Has author	David A. Klein and Edward H. Shortliffe +
Has identifier	KSL-90-19 +
Has publishing details	1991 +
Has title	Interactive Diagnosis and Repair of Decision-Theoretic Models +
Has where published	KSL-90-19 +
Has year	1991 +
Institution	Knowledge Systems, AI Laboratory +
Ksl tr id	KSL-90-19 +
Number	KSL-90-19 +
Process note	YES +
Title	Interactive Diagnosis and Repair of Decision-Theoretic Models +
Year	1991 +