Visual Explanations for the Verification Problem in Abstract Argumentation

The verification problem in abstract argumentation consists of checking whether a set is acceptable under a given semantics in a given argumentation graph. Explaining why the answer is so is the challenge tackled by this paper. Visual explanations in the form of subgraphs of the initial argumentation framework are defined. These explanations are grouped into classes, allowing one to select the explanation that suits them best among the several offered possibilities. Results are provided on how to use the visual aspects of these explanations to support the acceptability of a set of arguments under a semantics. Computational aspects of specific explanations are also investigated.

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Publication Details

Journal
The European Journal on Artificial Intelligence
Published
2025-09-25
DOI
https://doi.org/10.1177/30504554251374991
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
0.00
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article

Visual Explanations for the Verification Problem in Abstract Argumentation

Marie-Christine Lagasquie-Schiex, Sylvie Doutre, Théo Duchatelle
The European Journal on Artificial Intelligence
Multi-Agent Systems and Negotiation
article

Visual Explanations for the Verification Problem in Abstract Argumentation

Marie-Christine Lagasquie-Schiex, Sylvie Doutre, Théo Duchatelle
article en

Abstract

The verification problem in abstract argumentation consists of checking whether a set is acceptable under a given semantics in a given argumentation graph. Explaining why the answer is so is the challenge tackled by this paper. Visual explanations in the form of subgraphs of the initial argumentation framework are defined. These explanations are grouped into classes, allowing one to select the explanation that suits them best among the several offered possibilities. Results are provided on how to use the visual aspects of these explanations to support the acceptability of a set of arguments under a semantics. Computational aspects of specific explanations are also investigated.

The European Journal on Artificial Intelligence
Université Toulouse III - Paul Sabatier (FR), Université Toulouse-I-Capitole (FR), Institut de Recherche en Informatique de Toulouse (FR), Université Toulouse - Jean Jaurès (FR), Institut Polytechnique de Bordeaux (FR)
Openalex Percentile: Top 86%
Multi-Agent Systems and Negotiation
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