A Bayesian Perspective in Confidence

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A Bayesian Perspective in Confidence +  Has identifier

A Bayesian Perspective in Confidence +  Ksl tr id

A Bayesian Perspective in Confidence +  Number

A Bayesian Perspective in Confidence

Bibtype  techreport

Has publishing details  1989

Has title  A Bayesian Perspective in Confidence

Has year  1989

Title  A Bayesian Perspective in Confidence

Year  1989

Abstract  We present a representation of partial con We present a representation of partial confidence in belief and preference that is consistent with the tenets of decision-theory. The fundamental insight underlying the representation is that if a person is not completely confident in a probability or utility assessment, additional modeling of the assessment may improve decisions to which it is relevant. We show how a traditional decision-analytic approach can be used to balance the benefits of additional modeling with associated costs. 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 +

Has author  David Heckerman and Holly Brügge Jimison +

Has identifier  A Bayesian Perspective in Confidence +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  A Bayesian Perspective in Confidence +

Number  A Bayesian Perspective in Confidence +

Process note  YES +

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

 

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