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Probabilistic argumentation systems: a new perspective on the dempster-shafer theory

โœ Scribed by Rolf Haenni; Norbert Lehmann

Publisher
John Wiley and Sons
Year
2003
Tongue
English
Weight
130 KB
Volume
18
Category
Article
ISSN
0884-8173

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โœฆ Synopsis

The goal of this article is to study the connection between the Dempster-Shafter theory (DST) and probabilistic argumentation systems (PASs). By introducing a general method to translate PASs into corresponding Dempster-Shafter belief potentials, its contribution is twofold. On the one hand, the article proposes PASs as a convenient and powerful modeling language to be put on top of the DST. On the other hand, it shows how to use the DST as an efficient computational tool for numerical computations in PASs.

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