Cargando…

Argumentation and explanation in the law

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,...

Descripción completa

Detalles Bibliográficos
Autores principales: Rotolo, Antonino, Sartor, Giovanni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507624/
https://www.ncbi.nlm.nih.gov/pubmed/37731604
http://dx.doi.org/10.3389/frai.2023.1130559
_version_ 1785107354694451200
author Rotolo, Antonino
Sartor, Giovanni
author_facet Rotolo, Antonino
Sartor, Giovanni
author_sort Rotolo, Antonino
collection PubMed
description 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.
format Online
Article
Text
id pubmed-10507624
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-105076242023-09-20 Argumentation and explanation in the law Rotolo, Antonino Sartor, Giovanni Front Artif Intell Artificial Intelligence 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. Frontiers Media S.A. 2023-09-04 /pmc/articles/PMC10507624/ /pubmed/37731604 http://dx.doi.org/10.3389/frai.2023.1130559 Text en Copyright © 2023 Rotolo and Sartor. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Artificial Intelligence
Rotolo, Antonino
Sartor, Giovanni
Argumentation and explanation in the law
title Argumentation and explanation in the law
title_full Argumentation and explanation in the law
title_fullStr Argumentation and explanation in the law
title_full_unstemmed Argumentation and explanation in the law
title_short Argumentation and explanation in the law
title_sort argumentation and explanation in the law
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507624/
https://www.ncbi.nlm.nih.gov/pubmed/37731604
http://dx.doi.org/10.3389/frai.2023.1130559
work_keys_str_mv AT rotoloantonino argumentationandexplanationinthelaw
AT sartorgiovanni argumentationandexplanationinthelaw