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Impact Measures for Gradual Argumentation Semantics

2024/07/11 by Caren Al Anaissy, Anaissy, Caren Al, Jérôme Delobelle +5 · 1 citation
Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Business Process Modeling and Analysis

paper · pdf · doi:10.48550/arxiv.2407.08302

Abstract

Argumentation is a formalism allowing to reason with contradictory information by modeling arguments and their interactions. There are now an increasing number of gradual semantics and impact measures that have emerged to facilitate the interpretation of their outcomes. An impact measure assesses, for each argument, the impact of other arguments on its score. In this paper, we refine an existing impact measure from Delobelle and Villata and introduce a new impact measure rooted in Shapley values. We introduce several principles to evaluate those two impact measures w.r.t. some well-known gradual semantics. This comprehensive analysis provides deeper insights into their functionality and desirability.

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