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https://ceur-ws.org/Vol-2495/preface.pdf
Preface
This volume contains the discussion papers and a selection of the Doctoral Con-
sortium papers presented at AI*IA 2019, the 18th International Conference of
the Italian Association for Artificial Intelligence held during November 19-22,
2019 in Rende. The conference is organized by the Italian Association for Ar-
tificial Intelligence (AI*IA – Associazione Italiana per l’Intelligenza Artificiale),
which is a non-profit scientific society founded in 1988 devoted to the promotion
of Artificial Intelligence. The association aims to increase the public awareness
of AI, encourage the teaching of it, and promote research in the field.
The presentation of discussion papers about recently published research is
a novelty of this edition of the conference. The discussion track of the con-
ference received 16 submissions, and 13 of them were selected for the technical
review process. Each selected submission was reviewed by at least three Program
Committee members. The committee decided to accept 10 discussion papers for
presentation at the conference and publication in this volume. Additionally, the
volume comprises 5 papers selected from the 10 papers accepted for the presen-
tation at the Doctoral Consortium.
We acknowledge EasyChair (https://easychair.org/) for providing their con-
ference management system that significantly simplified the whole process from
receiving the submissions to producing the proceedings. Finally, we thank all the
authors who contributed to the workshops, the Program Committee members
and the additional reviewers for their effort to produce timely and wise reviews.
November 7, 2019 Mario Alviano
Rende Gianluigi Greco
Marco Maratea
Francesco Scarcello
v
Table of Contents
Is Your Argument Still Skeptically Accepted? . . . . . . . . . . . . . . . . . . . . . . . . . 1
Gianvincenzo Alfano, Sergio Greco and Francesco Parisi
Engineering Multiagent Organizations by Accountability and
Responsibility . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
Matteo Baldoni, Cristina Baroglio, Olivier Boissier, Roberto Micalizio
and Stefano Tedeschi
Anomaly Detection using Autoencoders in High Performance
Computing Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano
and Luca Benini
Exploiting ontologies for explaining data sources semantics (Discussion
paper) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
Gianluca Cima, Maurizio Lenzerini and Antonella Poggi
How to Tame Your Anticipatory Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . 42
Allegra De Filippo, Michele Lombardi and Michela Milano
ASP and ontologies for reasoning on Business Processes . . . . . . . . . . . . . . . . 51
Laura Giordano and Daniele Theseider Dupre’
Tangible Decision-making in Sensors Augmented Spaces . . . . . . . . . . . . . . . 59
David Massimo and Francesco Ricci
Natural Language Justifications for Recommender Systems Exploiting
Text Summarization and Sentiment Analysis . . . . . . . . . . . . . . . . . . . . . . . . . 69
Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops
and Giovanni Semeraro
On the Tour Towards DPLL(MAPF) and Beyond . . . . . . . . . . . . . . . . . . . . . 80
Pavel Surynek
Viewpoint: Human-In-The-Loop Artificial Intelligence . . . . . . . . . . . . . . . . . 90
Fabio Massimo Zanzotto
Explicit Memorization for Recurrent Neural Networks with Autoencoders 101
Antonio Carta
Adversarial Learning for Visual Tracking Research Idea . . . . . . . . . . . . . . . . 107
Emanuel Di Nardo
Enhancing Neural Networks through Formal Verification . . . . . . . . . . . . . . . 113
Dario Guidotti
vi
Power Index-Based Semantics for Ranking Arguments in Abstract
Argumentation Frameworks: an Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
Carlo Taticchi
Monitoring cardiovascular risk by video processing and fuzzy rules . . . . . . 125
Gianluca Zaza
vii
Organization
Conference Chair
Nicola Leone University of Calabria
Organization Chairs
Francesco Ricca University of Calabria
Chiara Ghidini FBK Trento
Program Chairs
Mario Alviano University of Calabria
Gianluigi Greco University of Calabria
Francesco Scarcello University of Calabria
Doctoral Consortium Chair
Marco Maratea University of Genova
Program Committee
Francesco Amigoni Politecnico di Milano
Fabrizio Angiulli University of Calabria
Davide Bacciu University of Pisa
Farshad Badie Aalborg University
Matteo Baldoni University of Tourin
Stefania Bandini CSAI - Complex Systems & Artificial Intelligence
Research Center
Roberto Basili University of Roma Tor Vergata
Nicola Basilico University of Milan
Federico Bergenti University of Parma
Tarek Richard Besold Alpha Health AI Lab, Telefonica Innovation Alpha
Stefano Bistarelli University of Perugia
Loris Bozzato Fondazione Bruno Kessler
Andrea Burattin Technical University of Denmark
Elena Cabrio Université Côte d’Azur, CNRS, Inria, I3S, France
Stefano Cagnoni University of Parma
Marco Calautti University of Calabria
Diego Calvanese Free University of Bozen-Bolzano
Luigia Carlucci Aiello Sapienza University of Rome
Amedeo Cesta CNR - National Research Council of Italy
Federico Chesani University of Bologna
Francesco Corcoglioniti Free Researcher
Gabriella Cortellessa CNR-ISTC, National Research Council of Italy
Stefania Costantini University of l’Aquila
Dario Della Monica University of Udine
Claudio Di Ciccio Vienna University of Economics and Business
Chiara Di Francescomarino Fondazione Bruno Kessler-IRST
viii
Tommaso Di Noia Polytechnic University of Bari
Carmine Dodaro Department of Mathematics and Computer Science,
University of Calabria
Michele Donini Amazon
Agostino Dovier University of Udine
Aldo Franco Dragoni Polytechnic University of Marche
Stefano Ferilli University of Bari
Johannes Fichte TU Dresden
Alberto Finzi University of Naples Federico II
Giancarlo Fortino University of Calabria
Salvatore Gaglio University of Palermo
Marco Gavanelli University of Ferrara
Chiara Ghidini Fondazione Bruno Kessler (FBK)
Massimiliano Giacomin University of Brescia
Laura Giordano Università del Piemonte Orientale
Giuseppe Jurman Fondazione Bruno Kessler
Evelina Lamma University of Ferrara
Domenico Lembo Sapienza University of Rome
Antonio Lieto University of Turin
Marco Lippi University of Modena and Reggio Emilia
Francesca Alessandra Lisi Università degli Studi di Bari ”Aldo Moro”
Fabrizio Maria Maggi Institute of Computer Science - University of Tartu
Bernardo Magnini FBK-irst
Marco Manna University of Calabria
Marco Maratea University of Genoa
Simone Marinai University of Florence
Andrea Marrella Sapienza University of Rome
Viviana Mascardi University of Genoa
Fulvio Mastrogiovanni University of Genoa
Alessandro Mazzei University of Turin
Stefano Melacci University of Siena
Paola Mello University of Bologna
Roberto Micalizio University of Turin
Alessio Micheli University of Pisa
Alfredo Milani University of Perugia
Stefania Montani University of Piemonte Orientale
Angelo Oddi ISTC-CNR, Italian National Research Council
Luca Oneto University of Genoa
Matteo Palmonari University of Milano-Bicocca
Andrea Passerini University of Trento
Viviana Patti University of Turin
Ruggero G. Pensa University of Turin
Roberto Pirrone University of Palermo
Piero Poccianti Consorzio Operativo Gruppo MPS
Simone Paolo Ponzetto University of Mannheim
ix
Daniele Porello Free University of Bolzano-Bozen
Gian Luca Pozzato University of Turin
Luca Pulina University of Sassari
Fabrizio Riguzzi University of Ferrara
Andrea Roli University of Bologna
Riccardo Rosati Sapienza University of Rome
Silvia Rossi University of Naples Federico II
Salvatore Ruggieri University of Pisa
Emanuel Sallinger University of Oxford
Fabio Sartori University of Milan-Bicocca
Marco Schaerf Sapienza University Rome
Giovanni Semeraro University of Bari
Luciano Serafini Fondazione Bruno Kessler
Domenico Talia University of Calabria
Stefano Teso Katholieke Universiteit Leuven
Stefano Tonetta FBK-irst
Mauro Vallati University of Huddersfield
Eloisa Vargiu Eurecat Technology Center - eHealth Unit
Marco Villani University of Modena and Reggio Emilia
Giuseppe Vizzari University of Milano-Bicocca
Antonius Weinzierl Vienna University of Technology
x
Additional Reviewers
A
Agramunt, Sebastia
Augello, Agnese
B
Bellodi, Elena
Bertagnon, Alessandro
Bianchi, Federico
Biondi, Giulio
C
Cerrato, Mattia
Crecchi, Francesco
D
Dal Palù, Alessandro
De Benedictis, Riccardo
De Paola, Alessandra
E
Ercolano, Giovanni
F
Fracasso, Francesca
L
La Rosa, Massimo
Lieto, Antonio
M
Malek, Salim
N
Narducci, Fedelucio
P
Philipp, Tobias
Polato, Mirko
Polignano, Marco
R
Rizzi, Williams
Romeo, Luca
S
Santini, Francesco
Schidler, André
T
Taticchi, Carlo
Tiezzi, Francesco
V
Vahdati, Sahar
xi