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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,...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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 |
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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 |