|  | Vol-3537 urn:nbn:de:0074-3537-8 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).

# AIxIA 2023 DP 2023
AIxIA 2023 Discussion Papers

### Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023 DP)
co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023)

### Rome, Italy, November 6-9, 2023.

Edited by

### Roberto Basili *
Domenico Lembo **
Carla Limongelli ***
AndreA Orlandini ****

* University of Rome, Tor Vergata , Department of Enterprise Engineering Mario Lucertini, 00133 Roma, Italy
** Sapienza University of Rome , Department of Computer, Control, and Management Engineering Antonio Ruberti, 00185 Roma, Italy
*** Roma Tre University , Department of Civil, Computer Science and Aeronautical Technologies Engineering, 00146 Rome, Italy
**** National Research Council of Italy, Institute of Cognitive Science and Technology, 00185, Rome, Italy

## Table of Contents

- Preface
  Summary: There were 15 papers submitted for peer-review to this workshop. Out of these, 8 papers were accepted for this volume, 8 as regular papers and 0 as short papers.

### Discussion Papers

- On the Abstract Reasoning Framework 1-10
  Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna.
- Leveraging on Responsibilities for Optimal Process Alignment Computation 11-19
  Matteo Baldoni, Cristina Baroglio, Elisa Marengo, Roberto Micalizio.
- Mechanism Design: (Ir)Rationality and Obvious Strategyproofness 20-28
  Diodato Ferraioli, Carmine Ventre.
- RRAML: Reinforced Retrieval Augmented Machine Learning 29-37
  Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini.
- Enhancing ASP(Q) evaluation 38-46
  Wolfgang Faber, Giuseppe Mazzotta, Francesco Ricca.
- Recent Advances in Fairness Analysis of User Profiling Approaches in E-Commerce with Graph Neural Networks 47-56
  Erasmo Purificato, Ludovico Boratto, Ernesto W. De Luca.
- Moral Exercises for Human Oversight of Algorithmic Decision-Making 57-66
  Teresa Scantamburlo, Silvia Crafa, Giovanni Grandi.
- Exploration of Medieval Manuscripts through Keyword Spotting in the MENS Project 67-74
  Hubert Alisade, Diego Calvanese, Mario Klarer, Alessandro Mosca, Nonyelum Ndefo, Bernadette Rangger, Aaron Tratter.

2023-10-31: submitted by Andrea Orlandini, metadata incl. bibliographic data published under Creative Commons CC0
2023-11-02: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|