Stepin, IliaCatalá Bolós, AlejandroAlonso Moral, José MaríaPaglieri, FabioAnsani, AlessandroMarini, Marco2025-07-282025-07-282024Stepin, 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/?00021978-1-84890-473-6https://hdl.handle.net/10347/42602Recent 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.engbook partopen access