|  | Vol-3261 urn:nbn:de:0074-3261-7 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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).

# WOA 2022
23rd Workshop "From Objects to Agents"

### Proceedings of the 23rd Workshop "From Objects to Agents"

### Genova, Italy, September 1-3, 2022.

Edited by

### Angelo Ferrando *
Viviana Mascardi *

* University of Genova, Department of Informatics, Bioengineering, Robotics and Systems Engineering, Genova, Italy

## Table of Contents

- Preface
  Summary: There were 18 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 17 as regular papers and 0 as short papers.

### Session 1: Human-agent interaction and emotions

- Emotional behavior trees for empathetic human-automation interaction (1-col) 1-16
  Stefania Costantini, Pierangelo Dell'Acqua
- Can agents talk about what they are doing? A proposal with Jason and speech acts (2-col) 17-29
  Valeria Seidita, Francesco Lanza, Angelo Maria Pio Sabella, Antonio Chella

### Session 2: Symbolic knowledge injection and extraction

- Towards quality-of-service metrics for symbolic knowledge injection 30-47
  Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
- Hypercube-based methods for symbolic knowledge extraction: towards a unified model 48-60
  Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- A view to a KILL: knowledge injection via lambda layer 61-76
  Matteo Magnini, Giovanni Ciatto, Andrea Omicini

### Session 3: Trust and autonomy in agent interactions

- The role of decisional autonomy in user-IoT systems interaction 77-87
  Rino Falcone, Alessandro Sapienza
- Modeling dynamic web polarization and proximity depolarization processes by compactness measures 88-100
  Domenico Rosaci, Simona Sacchi, Giuseppe M.L. Sarné

### Session 4: Agent-Based Modeling and Simulation

- The evolution of risk sensitivity in a sustainability game: an agent-based model 101-115
  Francesco Bertolotti, Sabin Roman
- Unsupervised continual learning from synthetic data generated with agent-based modeling and simulation: a preliminary experimentation 116-126
  Gianfranco Lombardo, Mattia Pellegrino, Agostino Poggi

### Session 5: Emotionality and rationality

- Humans are not rational and artificial agents are not emotional 127-141
  Leon Sterling, James Marshall

### Session 6: Applications and projects

- A multi-agent-system framework for flooding events 142-151
  Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
- Autonomous critical help provided by an artificial agent in the field of cultural heritage 152-163
  Filippo Cantucci, Rino Falcone
- Agent-based spatial model coupling using a coordination unit 164-175
  Jean Bienvenue Dinaharison, Nicolas Marilleau, Hasina Lalaina Rakotonirainy, Nathalie Corson, Laetitia Bernard, Jean-Pierre Müller
- The ontology for agents, systems and integration of services: recent advancements of OASIS 176-193
  Giampaolo Bella, Domenico Cantone, Marianna Nicolosi-Asmundo, Daniele Francesco Santamaria

### Session 7: Risk mitigation, robustness and security

- Robust software agents with the jadescript programming language 194-208
  Giuseppe Petrosino, Stefania Monica, Federico Bergenti
- Subset sabotage games & attack graphs 209-218
  Davide Catta, Jean Leneutre, Vadim Malvone
- Accurate colluding agents detection by reputation measures 219-231
  Attilio Marcianò

2022-11-03: submitted by Angelo Ferrando, metadata incl. bibliographic data published under Creative Commons CC0
2022-11-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|