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Argumentation and explanation in the law.

Authors :
Rotolo A
Sartor G
Source :
Frontiers in artificial intelligence [Front Artif Intell] 2023 Sep 04; Vol. 6, pp. 1130559. Date of Electronic Publication: 2023 Sep 04 (Print Publication: 2023).
Publication Year :
2023

Abstract

This article investigates the conceptual connection between argumentation and explanation in the law and provides a formal account of it. To do so, the methods used are conceptual analysis from legal theory and formal argumentation from AI. The contribution and results are twofold. On the one hand, we offer a critical reconstruction of the concept of legal argument, justification, and explanation of decision-making as it has been elaborated in legal theory and, above all, in AI and law. On the other hand, we propose some definitions of explanation in the context of formal legal argumentation, showing a connection between formal justification and explanation. We also investigate the notion of stable normative explanation developed elsewhere in Defeasible Logic and extend some complexity results. Our contribution is thus mainly conceptual, and it is meant to show how notions of explanation from literature on explainable AI and legal theory can be modeled in an argumentation framework with structured arguments.<br />Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.<br /> (Copyright © 2023 Rotolo and Sartor.)

Details

Language :
English
ISSN :
2624-8212
Volume :
6
Database :
MEDLINE
Journal :
Frontiers in artificial intelligence
Publication Type :
Academic Journal
Accession number :
37731604
Full Text :
https://doi.org/10.3389/frai.2023.1130559