|  | Vol-3915 urn:nbn:de:0074-3915-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 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).

# AIxIA-DP 2024
AIxIA 2024 Discussion Papers

### Proceedings of the AIxIA Discussion Papers 2024
co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024)

### Bolzano, Italy, November 25-28, 2024.

Edited by

### Gabriella Cortellessa *
Alessandro Artale **
Marco Montali **

* CNR, Istituto di Scienze e Tecnologie della Cognizione, Rome, Italy
** Free University of Bozen-Bolzano, Faculty of Engineering, Bolzano, Italy

## Table of Contents

- Preface
  Summary: There were 22 papers submitted for peer-review to this workshop. Out of these, 14 short papers were accepted for presentation, and 10 appear as short papers in this volume.

### Short Papers (in order of presentation)

- On the Complexity of Querying Inconsistent Weighted Knowledge Bases (Short paper)
  Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro
- Plain Statistical Terms to Avoid Prejudicial Rejection of Machine Learning in Territorial Data Analysis (Short paper)
  Ermanno Zuccarini
- Heuristics Approaches for the Influence Maximization Problem on Hypergraphs (Short paper)
  Vincenzo Auletta, Francesco Cauteruccio, Diodato Ferraioli
- The Importance of Causality in Decision Making: A Perspective on Recommender Systems (Short paper)
  Emanuele Cavenaghi, Alessio Zanga, Fabio Stella, Markus Zanker
- Hybrid Compilation-based ASP solving (Short paper)
  Carmine Dodaro, Giuseppe Mazzotta, Francesco Ricca
- Summary of Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization (Short paper)
  Damiano Azzolini, Fabrizio Riguzzi
- An ASP-based Approach to Network Security in Urban Air Mobility (Short paper)
  Gioacchino Sterlicchio, Francesca Alessandra Lisi
- Fair Enough? A Map of the Current Limitations of the Requirements to Have Fair Algorithms (Short paper)
  Daniele Regoli, Alessandro Castelnovo, Nicole Inverardi, Gabriele Nanino, Ilaria Penco
- On Counterfactual and Semifactual Explanations in Abstract Argumentation (Short paper)
  Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna
- On the Need of a Formal Meta-modeling Semantics for Knowledge Graphs (Short paper)
  Roberto Maria Delfino, Maurizio Lenzerini, Antonella Poggi

2025-01-31: submitted by Alessandro Artale, metadata incl. bibliographic data published under Creative Commons CC0
2025-02-06: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|