Probabilistic argumentation systems: a new perspective on the dempster-shafer theory
International Journal of Intelligent Systems2003Vol. 18(1), pp. 93–106
Citations Over TimeTop 10% of 2003 papers
Abstract
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. © 2003 Wiley Periodicals, Inc.
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