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Integrating Temporality and Causality into Acyclic Argumentation Frameworks using a Transition System

arXiv 2303.09197 ↗First posted 16 Mar 2023cs.AIcited by 0

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Abstract (arXiv)

In the context of abstract argumentation, we present the benefits of considering temporality, i.e. the order in which arguments are enunciated, as well as causality. We propose a formal method to rewrite the concepts of acyclic abstract argumentation frameworks into an action language, that allows us to model the evolution of the world, and to establish causal relationships between the enunciation of arguments and their consequences, whether direct or indirect. An Answer Set Programming implementation is also proposed, as well as perspectives towards explanations.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 4 of its 21 references that are in the map. First posted on arXiv 16 Mar 2023.

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References · 4

  1. 2017Explanation in Artificial Intelligence: Insights from the Social Sciencescited by 1,206
  2. 2021Argumentative XAI: A Surveycited by 67
  3. 2021Causal Sufficiency and Actual Causationcited by 29
  4. 2022Action Languages Based Actual Causality for Computational Ethics: a Sound and Complete Implementation in ASPcited by 1

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