Vol-4157
urn:nbn:de:0074-4157-x

Copyright © 2026 for the individual papers by the papers' authors. Copyright © 2026 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

AI4EVIR 2025
AI for Evidential Reasoning 2025

Proceedings of the Workshop on AI for Evidential Reasoning
co-located with the 38th International Conference on Legal Knowledge and Information Systems (JURIX 2025)

Turin, Italy, December 9th, 2025.

Edited by

Ludi van Leeuwen ¹
Bart Verheij ¹
Roos Scheffers ²

¹ University of Groningen, Bernoulli Institute for Mathematics Computer Science and Artificial Intelligence, Nijenborgh 9, Groningen, The Netherlands
² Utrecht University, Department of Information and Computing Sciences, Princetonplein 5, Utrecht, The Netherlands

Table of Contents

Preface
Summary: There were 9 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume, 4 as regular papers and 2 as short papers.

On Reporting Likelihood Ratio's of Exhaustive and Non-Exhaustive Hypotheses about Rare Events in Criminal Cases 1-7
Anne Ruth Mackor, Henry Prakken
A Qualitative Logic for Uncertain Evidence and Belief Comparison 8-22
Aybüke Özgün, Daira Pinto Prieto
A Bayesian Justification for the Scenario Approach to Legal Proof 23-33
Mario Günther, Conrad Friedrich
The Quality Assessment of LLM in Digital Forensics 34-39
Federico Costantini, Fausto Galvan, Pier Luca Montessoro, Francesco Crisci, Luca Baron
Investigating the value of qualitative Bayesian networks of complete cases as "double-check" tools on traditional judicial reasoning: An exploratory study 40-71
Leya Hampson, Ludi van Leeuwen
Towards Trustworthy AI Results using Evidence Structures: From Certificates to Argumentation Frameworks 72-87
Shawn Bowers, Bertram Ludäscher

2026-01-28: submitted by Roos Scheffers, metadata incl. bibliographic data published under Creative Commons CC0
2026-02-05: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|