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Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract)

机译:概率抽象论证基本问题的复杂性:超越独立性(扩展摘要)

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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.
机译:在概率抽象论证框架(PRAAFS)上,在比文献中更广泛的环境中调查了验证和验收问题的概率和接受问题的复杂性,其中复杂性仅在争论/失败之间的独立性下的特征。这些问题的复杂性被证明取决于扩展的语义,编码PRAAF的方法,以及参数/失败之间的相关性。在这方面,为了研究争论/失败之间的不同关系对复杂性的影响,引入了一种新的PRAAF,称为GEN。它基于世界集合的众所周知的范式,它允许相关性可以很容易地区分。

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