cs.AI updates on arXiv.org 07月10日 12:05
SCC-recursiveness in infinite argumentation (extended version)
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本文探讨了无限论证框架中SCC递归的有效性,提出了两种扩展方法,并通过实验验证了其方向性在有限框架中的表现,为处理无限或动态领域推理系统奠定了理论基础。

arXiv:2507.06852v1 Announce Type: new Abstract: Argumentation frameworks (AFs) are a foundational tool in artificial intelligence for modeling structured reasoning and conflict. SCC-recursiveness is a well-known design principle in which the evaluation of arguments is decomposed according to the strongly connected components (SCCs) of the attack graph, proceeding recursively from "higher" to "lower" components. While SCC-recursive semantics such as \cft and \stgt have proven effective for finite AFs, Baumann and Spanring showed the failure of SCC-recursive semantics to generalize reliably to infinite AFs due to issues with well-foundedness. We propose two approaches to extending SCC-recursiveness to the infinite setting. We systematically evaluate these semantics using Baroni and Giacomin's established criteria, showing in particular that directionality fails in general. We then examine these semantics' behavior in finitary frameworks, where we find some of our semantics satisfy directionality. These results advance the theory of infinite argumentation and lay the groundwork for reasoning systems capable of handling unbounded or evolving domains.

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无限论证框架 SCC递归 推理系统 方向性 论证理论
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