Argumentation with justified preferences

IF 1.7 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Argument & Computation Pub Date : 2023-10-25 DOI:10.3233/aac-220012
Sung-Jun Pyon
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Abstract

It is often necessary and reasonable to justify preferences before reasoning from them. Moreover, justifying a preference ordering is reduced to justifying the criterion that produces the ordering. This paper builds on the well-known ASPIC+ formalism to develop a model that integrates justifying qualitative preferences with reasoning from the justified preferences. We first introduce a notion of preference criterion in order to model the way in which preferences are justified by an argumentation framework. We also adapt the notion of argumentation theory to build a sequence of argumentation frameworks, in which an argumentation framework justifies preferences that are to underlie the next framework. That is, in our formalism, preferences become not only an input of an argumentation framework, but also an output of it. This kind of input-output process can be applied in the further steps of argumentation. We also explore some interesting properties of our formalism.
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论证与合理的偏好
在从偏好中推理之前,证明偏好的合理性通常是必要和合理的。此外,证明首选项排序的正确性被简化为证明产生排序的标准的正确性。本文建立在著名的ASPIC+形式主义的基础上,开发了一个模型,该模型集成了对定性偏好的证明和对合理偏好的推理。我们首先引入偏好标准的概念,以便通过论证框架对偏好进行论证的方式进行建模。我们还调整了论证理论的概念来构建一系列的论证框架,其中一个论证框架证明了作为下一个框架基础的偏好。也就是说,在我们的形式主义中,偏好不仅成为论证框架的输入,而且成为它的输出。这种输入输出过程可以应用于论证的进一步步骤。我们还探讨了形式主义的一些有趣的性质。
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来源期刊
Argument & Computation
Argument & Computation COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
4.10
自引率
7.10%
发文量
8
期刊最新文献
Argumentation with justified preferences Abstract argumentation with conditional preferences Argumentative explanations for pattern-based text classifiers Inferring attack relations for gradual semantics
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