A Perspective on Confidence and Its Use in Focusing Attention during Knowledge Acquisition

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Citation: David Heckerman and Holly Brügge Jimison. (1987) A Perspective on Confidence and Its Use in Focusing Attention during Knowledge Acquisition. In KSL-87-45, 1987.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author David Heckerman and Holly Brügge Jimison
title A Perspective on Confidence and Its Use in Focusing Attention during Knowledge Acquisition
number KSL-87-45
institution Knowledge Systems, AI Laboratory
year 1987
Bibtex more
note Journal Memo.
Access Paper
abstract We examine a Bayesian approach for accomodating beliefs and preferences that are held within partial confidence. An important notion highlighted by the method is that additional modeling can be valuable when complete confidence is lacking. We develop a meta-decision-analytic approach to balance the benefits of additional modeling with associated costs. We show how the approach can be used during knowledge acquisition to focus the attention of a knowledge engineer or expert on parts of a decision model that deserve additional refinement.

KSL Technical Report ID: KSL-87-45
Facts about A Perspective on Confidence and Its Use in Focusing Attention during Knowledge AcquisitionRDF feed
Abstract We examine a Bayesian approach for accomod … We examine a Bayesian approach for accomodating beliefs and preferences that are held within partial confidence. An important notion highlighted by the method is that additional modeling can be valuable when complete confidence is lacking. We develop a meta-decision-analytic approach to balance the benefits of additional modeling with associated costs. We show how the approach can be used during knowledge acquisition to focus the attention of a knowledge engineer or expert on parts of a decision model that deserve additional refinement. model that deserve additional refinement.
Author David Heckerman and Holly Brügge Jimison  +
Bibtype techreport  +
Has author David Heckerman and Holly Brügge Jimison  +
Has identifier KSL-87-45  +
Has publishing details 1987  +
Has title A Perspective on Confidence and Its Use in Focusing Attention during Knowledge Acquisition  +
Has where published KSL-87-45  +
Has year 1987  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-87-45  +
Note Journal Memo.
Number KSL-87-45  +
Process note YES  +
Title A Perspective on Confidence and Its Use in Focusing Attention during Knowledge Acquisition  +
Year 1987  +
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