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Using Dempster-Shafer’s Belief-Function Theory in Expert Systems

Shenoy, Prakash P.
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Abstract
The main objective of this paper is to describe how Dempster-Shafer’s (DS) theory of belief functions fits in the framework of valuation-based systems (VBS). Since VBS serve as a framework for managing un-certainty in expert systems, this facilitates the use of DS belief-function theory in expert systems.
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Date
1994-02
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John Wiley & Sons
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AiDSTOE94.pdf
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Keywords
Dempster-Shafer belief function theory, Valuation-based systems, Expert systems
Citation
Shenoy, P. P., "Using Dempster-Shafer’s Belief-Function Theory in Expert Systems," in R. R. Yager, M. Federizzi, and J. Kacprzyk (eds.), Advances in the Dempster-Shafer Theory of Evidence, February 1994, pp. 395--414, John Wiley & Sons, New York
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https://hdl.handle.net/1808/191
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