RT Book,_Section
T1 A proof of concept on dialogue games for explainable artificial intelligence
A1 Stepin, Ilia
A1 Catalá Bolós, Alejandro
A1 Alonso Moral, José María
A2 Paglieri, Fabio
A2 Ansani, Alessandro
A2 Marini, Marco
AB Recent years have witnessed a groundbreaking number of accurate artificial intelligence-based algorithms. However, their oftentimes obscure nature is known to prevent end users from a safe and responsible use or leads to decreased trustworthiness in their predictions or decisions. In this work, we present a novel dialogue game that serves as an explanatory dialogue model to communicate contrastive, selected, and social explanations from an interpretable rule-based classifier to an end user. In addition, we show how it can address the problem of diversity for such explanations via an empirical human evaluation study.
PB College Publications
SN 978-1-84890-473-6
YR 2024
FD 2024
LK https://hdl.handle.net/10347/42602
UL https://hdl.handle.net/10347/42602
LA eng
NO Stepin, I., Catala, A., & Alonso-Moral, J. M. (2024). "A proof of concept on dialogue games for explainable artificial intelligence". In F. Paglieri, A. Ansani, & M. Marini (Eds.), The Cognitive Dimension of Social Argumentation. Proceedings of the 4th European Conference on Argumentation (Vol. 3, pp. 277-290). Studies in Logic and Argumentation 111. London: College Publications. URL: https://www.collegepublications.co.uk/logic/sla/?00021
DS Minerva
RD 28 abr 2026