Human-Centred Explanation of Rule-Based Decision-Making Systems in the Legal Domain: Demonstration

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Human-Centred Explanation of Rule-Based Decision-Making Systems in the Legal Domain: Demonstration
 
Zuurmond, Suzan; Borg, Anne Marie; Van Kempen, Matthijs; Wieten, Remi
(2023)
Legal Knowledge and Information Systems - JURIX 2023, volume 379, pp. 375 - 378
Frontiers in Artificial Intelligence and Applications, volume 379, pp. 375 - 378
36th International Conference on Legal Knowledge and Information Systems, JURIX 2023, volume 379, pp. 375 - 378
(Part of book)
Abstract
We demonstrate a human-centred explanation method for rule-based automated decision-making systems in the legal domain. This explanation method uses a graph database to enable question-driven explanations and multimedia display. This way, we can tailor the explanation to the user. We show the implementation of our explanation method in a real-world ... read more
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Keywords: Dutch Tax and Customs Administration, Explainability, legal reasoning, Artificial Intelligence
DOI: https://doi.org/10.3233/FAIA230992
ISSN: 0922-6389
ISBN: 9781643684727
Publisher: Berlin, IOS Press
Note: Publisher Copyright: © 2023 The Authors.
(Peer reviewed)
 
 
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