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A Schema for Generating Relevant Logic Programming Semantics and its Applications in Argumentation Theory

机译:生成相关逻辑编程语义的模式及其在论证理论中的应用

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摘要

In the literature, there are several approaches which try to perform common sense reasoning. Among them, the approaches which have probably received the most attention the last two decades are the approaches based on logic programming semantics with negation as failure and argumentation theory. Even though both approaches have their own features, it seems that they share some common behaviours which can be studied by considering the close relationship between logic programming semantics and extension-based argumentation semantics. In this paper, we will present a general recursive schema for denning new logic programming semantics. This schema takes as input any basic logic programming semantics, such as the stable model semantics, and gives as output a new logic programming semantics which satisfies some desired properties such as relevance and the existence of the intended models for every normal program. We will see that these new logic programming semantics can define candidate extension-based argumentation semantics. These new argumentation semantics will overcome some of the weakness of the extension-based argumentation semantics based on admissible sets. In fact, we will see that some of these new argumentation semantics have similar behaviour to the extension-based argumentation semantics built in terms of strongly connected components.
机译:在文献中,有几种尝试执行常识推理的方法。其中,最近二十年来最受关注的方法是基于逻辑程序设计语义的方法,并带有否定作为失败和论证理论。尽管这两种方法都有各自的特征,但它们似乎共享一些共同的行为,可以通过考虑逻辑编程语义和基于扩展的论点语义之间的紧密关系来研究它们。在本文中,我们将提出用于定义新逻辑编程语义的通用递归方案。该模式将任何基本逻辑编程语义(例如稳定模型语义)作为输入,并提供满足某些期望属性(如相关性和每个普通程序的预期模型的存在)的新逻辑编程语义作为输出。我们将看到,这些新的逻辑编程语义可以定义基于候选扩展的论点语义。这些新的论证语义将克服基于可扩展集的基于扩展的论证语义的某些弱点。实际上,我们将看到,其中一些新的论点语义与基于强连接组件构建的基于扩展的论点语义具有相似的行为。

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