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Abstract Argumentation Frameworks - From Theoretical Insights to Practical Implications

机译:抽象论证框架 - 从理论上见解对实际影响

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In recent years the research field of argumentation has become a major topic of artificial intelligence [ Bench-Capon and Dunne. 2007; Rahwan and Simari, 2009]. This is not only due to the intrinsic interest of this topic and recent applications (e.g. [Hunter and Williams, 2012]), but also because of fundamental connections to other areas of AI. In particular, the formal approach of abstract argumentation [Dung, 1995] has aroused much interest of research. A so-called abstract argumentation framework (AF) is a directed graph where nodes represent arguments and directed edges represent conflicts between arguments, i.e. counter-arguments "attack" arguments by directed edges. The central question, given an AF F, is which sets of arguments can be jointly accepted. This is answered by argumentation semantics σ which give rise to extensions σ(F), i.e. sets of jointly acceptable arguments. A variety of extension-based semantics has been proposed over the years, an overview of these semantics and their properties can be found in [Baroni et al., 2011a].
机译:近年来,论证的研究领域已成为人工智能的主要话题[卧士 - 卡顿和邓恩。 2007; Rahwan和Simari,2009]这不仅是由于本主题的内在兴趣和最近的应用程序(例如[猎人和威廉姆斯,2012]),还因为与AI的其他地区的基本联系。特别是,抽象论证的正式方法[Dung,1995]引起了研究的兴趣。所谓的抽象论证框架(AF)是一个定向图,其中节点代表参数,有朝边缘表示参数之间的冲突,即通过定向边的反参数“攻击”参数。给定AF F的核心问题是可以联合接受哪些参数。这是由论证语义σ的回答,它引起扩展σ(f),即共同可接受的参数集。多年来提出了各种基于延期的语义,这些语义概述了这些语义及其属性可以在[Baroni等人,2011A]中找到。

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