Discussion Papers at AIxIA 2024 - Forewords Alessandro Artale1 , Gabriella Cortellessa2 and Marco Montali1 1 Free University of Bozen-Bolzano, Italy 2 ISTC-CNR, Rome, Italy 1. Forewords This volume contains the proceedings of the short Discussion Papers accepted at the 23nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), the primary scientific event of the Associazione Italiana per l’Intelligenza Artificiale (AIxIA). AIxIA is a non-profit organization, dedicated to promoting the advancement of Artificial Intelligence (AI) within academic, social, and production contexts. The association established the series of international conferences in 1991, initially organizing an event every two years, and then maintaining an annual schedule from 2015 onwards. AIxIA 2024 was held in Bolzano, Italy, during November 25-28, hosted by the Free University of Bozen-Bolzano, Italy. The Discussion Papers Session received 22 submissions. Each paper was peerly reviewed by at least two members of the Program Committee, and finally 14 short papers were accepted for presentation. Out of the 14 papers presented at the conference, 10 appear with the consent of their authors as short papers in this volume. We express our gratitude to the various institutions and sponsors who supported AIxIA 2024, the AIxIA Executive Board for its steadfast assistance, the Free University of Bozen-Bolzano, for granting us the opportunity to host the conference in its facilities. We also want to thank all authors for submitting and then presenting their short papers, and the members of the Program Committee for their efforts to produce fair and thorough evaluations of the submitted papers. Finally, we would like to express our gratitude to all those who, in various capacities, contributed to the success of AIxIA 2024. February 2025 Gabriella Cortellessa Alessandro Artale Marco Montali AIxIA 2024 Discussion Papers - 23rd International Conference of the Italian Association for Artificial Intelligence, Bolzano, Italy, November 25–28, 2024 $ artale@inf.unibz.it (A. Artale); gabriella.cortellessa@istc.cnr.it (G. Cortellessa); montali@inf.unibz.it (M. Montali) © 2025 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR ceur-ws.org Workshop ISSN 1613-0073 Proceedings AIxIA’24 - Organization General Chair Marco Montali Free University of Bozen-Bolzano, Italy Program Committee Chairs Gabriella Cortellessa Consiglio Nazionale delle Ricerche, Rome, Italy Alessandro Artale Free University of Bozen-Bolzano, Italy Workshop Chairs Antonella Guzzo University of Calabria, Italy Oliver Kutz Free University of Bozen-Bolzano, Italy Doctoral Consortium Chairs Davide Bacciu University of Pisa, Italy Ivan Donadello Free University of Bozen-Bolzano, Italy Sponsorship Chairs Alessandro Mosca Smart Data Factory, FUB, Italy Floriano Zini Smart Data Factory, FUB, Italy Social Chairs Tiziano Dalmonte Free University of Bozen-Bolzano, Italy Floriano Zini Free University of Bozen-Bolzano, Italy Ognjen Savkovic Free University of Bozen-Bolzano, Italy Proceedings Chair Sergio Tessaris Free University of Bozen-Bolzano, Italy Web Chairs Nicola Gigante Free University of Bozen-Bolzano, Italy Alessandro Burigana Free University of Bozen-Bolzano, Italy Travel Grant Chairs Valentina Poggioni Università degli Studi di Perugia, Perugia, Italy Riccardo Rasconi Consiglio Nazionale delle Ricerche, Rome, Italy Christian Tamantini Consiglio Nazionale delle Ricerche, Rome, Italy