|  | Vol-2528 urn:nbn:de:0074-2528-4 Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 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 2019
Advances In Argumentation In Artificial Intelligence

### Proceedings of the 3rd Workshop on Advances In Argumentation In Artificial Intelligence
co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019)

### Rende, Italy, November 19-22, 2019.

Edited by

### Francesco Santini *
Alice Toniolo **

* University of Perugia, Department of Mathematics and Computer Science, Via Vanvitelli 1, 06123 Perugia, Italy
** University of St Andrews, School of Computer Science, University of St Andrews, Fife KY16 9SX, United Kingdom

## Table of Contents

- Preface

### Session 1: Tuesday, 19th of November, 2019

- Knowledge Acquisition and Corpus for Argumentation-Based Chatbots 1-14
  Lisa Andreevna Chalaguine, Anthony Hunter
- On Natural Language Generation of Formal Argumentation 15-29
  Federico Cerutti, Alice Toniolo, Timothy J. Norman
- An analysis of the Avetrana Murder Case through Abstract Argumentation 30-44
  Stefano Ferilli, Fabio Leuzzi
- Preliminary Study on Reinstatement Labelling for Weighted Argumentation Frameworks (Extended Abstract) 45-49
  Stefano Bistarelli, Carlo Taticchi
- Cyber Threat Analysis with Structured Probabilistic Argumentation 50-64
  Mario A. Leiva, Gerado I. Simari, Guillermo R. Simari, Paulo Shakarian
- From Trust Among Agents to Reputation of Abstract Arguments by Using Subjective Logic 65-79
  Francesco Santini
- An Introduction to Optimal Stable Marriage Problems and Argumentation Frameworks (Extended Abstract) 80-84
  Bistarelli, Francesco Santini

### Session 2: Wednesday 20th of November, 2019

- VisPrAF: A system for visually specifying and reasoning over probabilistic abstract argumentation frameworks 85-99
  Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
- Evidentiality and Disagreement in Earnings Conference Calls: Preliminary Empirical Findings (Extended Abstract) 100-104
  Andrea Rocci, Carlo Raimondo, Daniele Puccinelli
- Applying Abstract Argumentation Theory to Cooperative Game Theory 105-119
  Anthony P. Young, David Kohan Marzagão, Josh Murphy
- Some Considerations on Mixing Semantics in Abstract Argumentation 120-134
  Pietro Baroni, Massimilian Giacomin
- Combining Classification-centered and Relation-based Argument Mining Methods (Extended Abstract) 135-139
  Andrew Henning, Anthony P. Young, Elizabeth Sklar, Simon Miles, Elizabeth Black

2019-12-20: submitted by Francesco Santini, metadata incl. bibliographic data published under Creative Commons CC0
2019-12-27: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|