Human-Centred Explanation of Rule-Based Decision-Making Systems in the Legal Domain: Demonstration
Publication date
2023-12-07
Authors
Zuurmond, Suzan
Borg, AnneMarie
Van Kempen, Matthijs
Wieten, Remi
Editors
Sileno, Giovanni
Spanakis, Jerry
van Dijck, Gijs
Advisors
Supervisors
Document Type
Part of book
Metadata
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License
cc_by_nc
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 scenario at the Dutch Tax and Customs Administration.
Keywords
Dutch Tax and Customs Administration, Explainability, legal reasoning, Artificial Intelligence
Citation
Zuurmond, S, Borg, A M, Van Kempen, M & Wieten, R 2023, Human-Centred Explanation of Rule-Based Decision-Making Systems in the Legal Domain : Demonstration. in G Sileno, J Spanakis & G van Dijck (eds), Legal Knowledge and Information Systems - JURIX 2023 : 36th Annual Conference. Frontiers in Artificial Intelligence and Applications, vol. 379, Berlin, IOS Press, pp. 375-378, 36th International Conference on Legal Knowledge and Information Systems, JURIX 2023, Maastricht, Netherlands, 18/12/23. https://doi.org/10.3233/FAIA230992, conference