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Balancing Rationality and Utility in Logic-Based Argumentation with Classical Logic Sentences and Belief Contraction

机译:在基于逻辑的论证与古典逻辑句和信念收缩之间平衡合理性和效用

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Compared to abstract argumentation theory which encapsulates the exact nature of arguments, logic-based argumentation is more specific and represents arguments in formal logic. One significant advantage of logic-based argumentation over abstract argumentation is that it can directly benefit from logical properties such as logical consistency, promoting adherence of an argumentation framework to rational principles. On the other hand, a logical argumentation framework based on classical logic has been also reported of its less-than-desirable utility. In this work we show a way of enhancing utility without sacrificing so much of rationality. We propose a rational argumentation framework with just classical logic sentences and a belief contraction operation. Despite its minimalistic appearance, this framework can characterise attack strengths, allowing us to facilitate coalition profitability and formability semantics we previously defined for abstract argumentation.
机译:与抽象论证理论封装了论证的确切性质相比,基于逻辑的论证更为具体,并以形式逻辑表示论据。与抽象论证相比,基于逻辑的论证的一个重要优势在于,它可以直接受益于逻辑属性(例如逻辑一致性),从而促进了论证框架对理性原则的遵守。另一方面,也已经报道了一种基于古典逻辑的逻辑论证框架,它的实用性不尽人意。在这项工作中,我们展示了一种在不牺牲太多合理性的情况下提高效用的方法。我们提出了一个仅包含经典逻辑语句和信念收缩运算的理性论证框架。尽管其外观极简,但该框架仍可表征攻击强度,从而使我们能够促进先前为抽象论证定义的联盟盈利性和可成形性语义。

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