|  | Vol-3086 urn:nbn:de:0074-3086-5 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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).

# AI^3 2021
Advances in Argumentation in Artificial Intelligence

### Proceedings of the 5th Workshop on Advances in Argumentation in Artificial Intelligence 2021
co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021)

### Milan, Italy, November 29th, 2021.

Edited by

### Marcello D'Agostino *
Fabio Aurelio D'Asaro *
Costanza Larese *

* University of Milan, Logic Uncertainty Computation Information Group, Department of Philosophy, Milan, Italy

## Table of Contents

- Preface
  Summary: There were 15 papers submitted for peer-review to this workshop. Out of these, 15 papers were accepted for this volume, 10 as regular papers and 5 as short papers.

### Invited Talk

- Truth, Logic and Dialogue (invited talk)
  Sanjay Modgil

### Full Papers

- Did Karadzic Possess the Mens Rea for Genocide in Srebrenica?
  Federico Cerutti, Yvonne McDermott Rees
- QTMM2012c+: A Queryable Empirically-grounded Resource of Dialogue with Argumentation
  Jacopo Amidei, Paul Piwek, Svetlana Stoyanchev
- Forging Argumentative Explanations from Causal Models
  Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni
- On Weak Constrained Argumentation Frameworks
  Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna
- Burden of Persuasion in Argumentation: A Meta-argumentation Approach
  Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
- Measuring Bi-polarization with Argument Graphs
  Carlo Proietti, Davide Chiarella
- A Dialectical Characterisation of Argument Game Proof Theories for Classical Logic Argumentation
  Federico Castagna
- From Weighted Conditionals of Multilayer Perceptrons to a Gradual Argumentation Semantics
  Laura Giordano
- Towards Argumentative Decision Graphs: Learning Argumentation Graphs from Data
  Pierpaolo Dondio
- Constructing Local Functions to Decompose Argumentation Semantics: Preliminary Results
  Pietro Baroni, Federico Cerutti, Massimiliano Giacomin

### Short Papers

- Argumentation Meets Process Mining: an Architecture for Log Interpretation
  Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
- A Chatbot Extended with Argumentation
  Stefano Bistarelli, Carlo Taticchi, Francesco Santini
- Concurrent Argumentation with Time: an Overview
  Stefano Bistarelli, Maria Chiara Meo, Carlo Taticchi
- Complex Arguments in Adpositional Argumentation
  Federico Gobbo, Marco Benini, Jean Wagemans
- PWK Agent Belief Suspension in Argumentation
  Massimiliano Carrara, Wei Zhu

2022-02-06: submitted by Fabio Aurelio D'Asaro, metadata incl. bibliographic data published under Creative Commons CC0
2022-02-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|