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    Frontiers in Artificial Intelligence and Applications

    Frontiers in Artificial Intelligence and Applications

    JournalISSN 1535-6698

    年发文量

    研究主题

    论文(19328)

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    1Argumentation-Based Causal Reasoning
    Lars Bengel, Oleksandr Dzhychko, Myriam Kasten,Kai Sauerwald,Matthias Thimm
    2026
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    2Aggregating Ranking-Based Semantics in Abstract Argumentation
    Ulla Wege,Kenneth Skiba,Matthias Thimm

    We investigate how multiple ranking-based semantics can be aggregated into a single ranking-based semantics for abstract argumentation frameworks. For that, we phrase this problem as a judgment aggregation problem and utilise ideas from voting theory for aggregating preorders. We show, that in our approach, the relationship between two arguments is preserved in cases where all ranking-based semantics agree on the relationship. We analyse the resulting ranking-based semantics axiomatically and demonstrate that the satisfaction of the principles can be transferred to the aggregated setting when all, or at least a majority, of the ranking-based semantics satisfy the principles.

    2026
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    3A Unified Framework for Argumentation Protocols
    Théophile Romieu,Elise Bonzon,Jérôme Delobelle,Julien Rossit

    This paper studies argumentation protocols in abstract argumentation. Existing approaches rely on framework-specific definitions, which make comparisons between protocols difficult. We propose a unified framework that distinguishes three components: protocol rules, contextual parameters, and a debate function capturing the evolution of a debate. We define a set of principles on this function to analyze protocol behavior. Our framework can represent argumentation protocols from the literature, and supports the analysis and comparison of their executions.

    2026
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    4Toulmin Argumentation Logic
    Floris Bex,Henry Prakken

    In this paper we present a formal Toulmin Argumentation Logic (TAL) based on Toulmin’s original argument scheme, and establish a formal correspondence between TAL and the ASPIC+ framework for structured argumentation. Thus, we provide Toulmin’s account with a precise notion of argument acceptability grounded in Dung’s theory of abstract argumentation frameworks. Furthermore, the formalisation has direct practical relevance for recent work that uses Toulmin’s scheme in the context of large language models.

    2026
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    5External Semantics for Argumentation Frameworks
    Yutong Yi, Weiwei Chen

    What makes an argument genuinely acceptable? Can acceptance be grounded in self-assertion alone, or does it require third-party, external corroboration — and if so, what formal notion of admissibility captures this requirement without collapsing into triviality? We show that this problem can be analysed from the perspective of symmetric argumentation frameworks, where Dung’s admissibility and strong admissibility fail to provide meaningful discrimination. We introduce external admissibility as a middle notion between them. It requires every accepted argument to be defended by a third party, ruling out circular self-assertion while preserving mutual corroboration. This notion occupies a strict intermediate position in the admissibility hierarchy, and the structural conditions under which all three notions coincide can be identified through the reduced framework.

    2026
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    高被引作者

    作者引用发文
    Shun-ichi Amari48893
    Nicola Guarino28476
    Terry R. Payne27113
    Mark H. Burstein26562
    Katia Sycara26523
    H Zeng26151
    Srini Narayanan26151
    J. R. Hobbs26151
    Anupriya Ankolekar26151
    Massimo Paolucci26151

    高产作者

    作者引用发文
    Yasushi Kiyoki724116
    Hamido Fujita23765
    Katie Atkinson64850
    Bernhard Thalheim47650
    Henry Prakken88650
    Ali Selamat11149
    Domènec Savi Puig Valls33048
    Chris Reed88645
    Trevor Bench-Capon72441
    Francesca Toni89940

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