Vol-3615
urn:nbn:de:0074-3615-7

Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

BEWARE 2023
Bias, Ethical AI, Explainability and the role of Logic and Logic Programming

Proceedings of the 2nd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming
co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023)

Rome, Italy, November 6, 2023.

Edited by

Guido Boella¹
Fabio Aurelio D'Asaro²
Abeer Dyoub³
Laura Gorrieri¹
Francesca A. Lisi⁴
Chiara Manganini⁵
Giuseppe Primiero⁵

¹University of Turin, Italy
²University of Verona, Italy
³University of L'Aquila, Italy
⁴University of Bari, Italy
⁵University of Milan, Italy

Preface
Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 5 as regular papers and 4 as short papers.

Regular Papers

Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm 1-14
Federico Sabbatini, Roberta Calegari
Bridging Human Concepts and Computer Vision for Explainable Face Verification 15-29
Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini
Exploring Ethical and Conceptual Foundations of Human-Centred Symbiosis with Artificial Intelligence 30-43
Antonio Carnevale, Antonio Lombardi, Francesca Alessandra Lisi
BRIOxAlkemy: a Bias Detecting Tool 44-60
Greta Coraglia, Fabio Aurelio D'Asaro, Francesco Antonio Genco, Davide Giannuzzi, Davide Posillipo, Giuseppe Primiero, Christian Quaggio
Towards a Logical Foundation of Randomized Computation 61-72
Melissa Antonelli

Short Papers

An Italian Dataset for the Analysis of Gender Stereotypes in Textual Documents 73-78
Silvana Badaloni, Antonio Rodà, Martino Scagnet
An XAI-Based Masking Approach to Improve Classification Systems 79-83
Andrea Apicella, Salvatore Giugliano, Francesco Isgrà, Andrea Pollastro, Roberto Prevete
Inductive Logic Programming for Transparent Alignment with Multiple Moral Values 84-88
Celeste Veronese, Daniele Meli, Filippo Bistaffa, Manel Rodríguez-Soto, Alessandro Farinelli, Juan A. Rodríguez-Aguilar
A Logical Approach to Algorithmic Opacity 89-95
Mattia Petrolo, Ekaterina Kubyshkina, Giuseppe Primiero

2023-12-28: submitted by Fabio Aurelio D'Asaro, metadata incl. bibliographic data published under Creative Commons CC0
2024-01-12: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|

BEWARE 2023 Bias, Ethical AI, Explainability and the role of Logic and Logic Programming

Proceedings of the 2nd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023)