The complexity of the probabilistic counterparts of the verification and acceptance problems is investigated over probabilistic Abstract Argumentation Frameworks (prAAFs), in a setting more general than the literature, where the complexity has been characterized only under independence between arguments/defeats. The complexity of these problems is shown to depend on the semantics of the extensions, the way of encoding the prAAF, and the correlations between arguments/defeats. In this regard, in order to study the impact of different correlations between arguments/defeats on the complexity, a new form of prAAF is introduced, called GEN. It is based on the well-known paradigm of world-set sets, and it allows the correlations to be easily distinguishable.

Complexity of fundamental problems in probabilistic abstract argumentation: Beyond independence (extended abstract)

Fazzinga B.;Flesca S.;Furfaro F.
2019

Abstract

The complexity of the probabilistic counterparts of the verification and acceptance problems is investigated over probabilistic Abstract Argumentation Frameworks (prAAFs), in a setting more general than the literature, where the complexity has been characterized only under independence between arguments/defeats. The complexity of these problems is shown to depend on the semantics of the extensions, the way of encoding the prAAF, and the correlations between arguments/defeats. In this regard, in order to study the impact of different correlations between arguments/defeats on the complexity, a new form of prAAF is introduced, called GEN. It is based on the well-known paradigm of world-set sets, and it allows the correlations to be easily distinguishable.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/303947
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