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AI*IA 2016Genova - Liguria, Italy
The 15th INTERNATIONAL CONFERENCE OF
THE ITALIAN ASSOCIATION FOR
ARTIFICIAL INTELLIGENCE
November 29th - December 1st 2016
Genova - Liguria
Time What Where8.15 - 14.30 Registration Main room entrance
9.00 - 10.30 Workshops:
AAL
AIRO
AI*CH
MLDM.it
RCRA
URANIA
10.30 - 11.00 Coffee Break Lobby
11.00 - 12.30 Workshops:
AAL
AIRO
AI*CH
MLDM.it
RCRA
URANIA
12.30 - 14.30 Lunch Lobby
AI*IA WorkshopsNovember 28th
14.30 - 16.00 Workshops:
AAL
AIRO
AI*CH
MLDM.it
RCRA
URANIA
16.00 - 16.30 Coffee Break Lobby
16.30 - 18.00 Workshops:
AAL
AIRO
AI*CH
MLDM.it
RCRA
URANIA
AAL - Second Italian Workshop on Artificial Intelligence for Ambient Assisted Living
Organizers: Stefania Bandini, Gabriella Cortellessa and Filippo Palumbo
The second edition of the AI*AAL.it workshop aims to establish a stable forum collecting knowledge, experiences and trends showing how Artificial Intelligence (AI) could add value to the promotion of a new generation of innovative support systems in Ambient Assisted Living domains.
AIRO - Third Italian Workshop on Artificial Intelligence and Robotics
Organizers: Alberto Finzi, Alessandro Farinelli, and Fulvio Mastrogiovanni
The goal of AIRO 2016 is to foster the discussion about the use of Artificial Intelligence methods to design intelligent robots. AIRO 2016 is part of an on-going effort to consolidate the Italian community working on various aspects of the intersection between AI and Robotics.
AI*CH - Tenth Italian Workshop on Artificial Intelligence for Cultural Heritage
Organizers: Luciana Bordoni, Francesco Mele and Antonio Sorgente
The workshop wants to create opportunities to discussion and debate about AI and CH area for promoting increasingly active collaboration between them. It will be a multi-disciplinary meeting point where the aspects of AI will be analyzed to improve the valorisation, conservation and promotion of the cultural assets.
MLDM.it - Fifth Italian Workshop on Machine Learning and Data Mining
Organizers: Alessio Micheli, Claudio Gallicchio
The MLDM.it workshop aims at bringing together researchers actively involved in the fields of machine learning, data mining, deep learning, pattern recognition, and knowledge discovery.
RCRA - Twentythird RCRA International Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
Organizers: Stefano Bistarelli Andrea Formisano, and Marco Maratea
Many problems in Artificial Intelligence show an exponential explosion of the search space. RCRA fosters the cross-fertilization of ideas stemming from different areas to face such challenging problems by proposing benchmarks and comparing models, approaches and algorithms from an experimental viewpoint.
URANIA - First Italian Workshop on Deep Understanding and Reasoning: A challenge for Next-generation Intelligent Agents
Organizers: Paola Mello, Michela Milano, and Federico Chesani
The workshop aims to foster a discussion on the structure, design and implementation of intelligent, autonomous agents that starting from a (possibly multi-modal) problem description will deeply understand the problem, devise a suitable model and reasoning technique and find a solution without human intervention.
Time What Where8.15 - 14.30 Registration Main room entrance
8.50 - 9.00Opening AI*IA Doctoral Consortium - Welcome
Salone Nobile
9.00 - 11.00 Doctoral Consortium Presentations Salone Nobile
9.30 - 11.00 MLDM.it
11.00 - 11.30 Coffee Break Lobby
11.30 - 12.45 MLDM.it
11.30 - 12.45Doctoral Consortium Social Session and Award
Salone Nobile
12.45 - 14.15 Lunch Lobby
14.15 - 14.30Opening AI*IA XV International Conference
Salone Nobile
14.30 - 15.30 Invited Talk: Pietro Leo, IBM Salone Nobile
15.30 - 16.00Paper Short Presentations (Session 1A)
Salone Nobile
16.00 - 16.30 Coffee Break Lobby
Tuesday 29th
AI*IA Conference ProgramNovember 29th - December 1st
Paper Short Presentations (Session 1A)Understanding Characteristics of Evolved Instances for State-of-The-Art Inexact TSP Solvers with Maximum Performance Difference
Jakob Bossek and Heike Trautmann
Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme
Muhammad Marwan Muhammad Fuad
A Subdivision Approach to the Solution of Polynomial Constraints over Finite Domains using the Modified Bernstein Form
Federico Bergenti, Stefania Monica and Gianfranco Rossi
Flat and Hierarchical Classifiers for Detecting Emotion in TwitterGiulio Angiani, Stefano Cagnoni, Natalia Chuzhikova, Paolo Fornac- ciari, Monica
Mordonini and Michele Tomaiuolo
Spam Filtering using Regularized Neural Networks with Rectified Linear UnitsAliaksandr Barushka and Petr Hajek
User Mood Tracking for Opinion Analysis on TwitterGiuseppe Castellucci, Danilo Croce, Diego De Cao and Roberto Basili
Using Random Forests for the Estimation of Multiple Users’ Visual Focus of Attention from Head Pose
Silvia Rossi, Enrico Leone and Mariacarla Staffa
16.30 - 17.00Paper Short Presentations (Session 1B)
Salone Nobile
17.00 - 18.30 Doctoral Consortium Posters Salone Nobile
17.00 - 18.30 Social Session 1A
17.00 - 18.30 Social Session 1B
Paper Short Presentations (Session 1B)A Comparative Study of Inductive and Transductive Learning with Feedforward Neural Networks
Anas Belahcen, Monica Bianchini and Franco Scarselli
Structural Knowledge Extraction from Mobility DataPietro Cottone, Salvatore Gaglio, Giuseppe Lo Re,
Marco Ortolani and Gabriele Pergola
Predicting Process Behavior in WoManStefano Ferilli, Floriana Esposito, Domenico Redavid and Sergio Angelastro
On-line Learning On Temporal ManifoldsMarco Maggini and Alessandro Rossi
Learning and Reasoning with Logic Tensor NetworksLuciano Serafini and Artur d’Avila Garcez
An Analytic Study of Opinion Dynamics in Multi-Agent Systems with Additive Random Noise
Stefania Monica and Federico Bergenti
Combining Avoidance and Imitation to Improve Multi-Agent Pedestrian Simulation
Luca Crociani, Giuseppe Vizzari and Stefania Bandini
Doctoral Consortium Presentation Program
9.00 - 9.10Systems and Learning Algorithms for Probabilistic Logical Knowledge Bases
Giuseppe Cota
9.10 - 9.20 A Study of Robustness in Abstract Argumentation FrameworksCarlo Taticchi
9.20 - 9.30 Closed domain question answering for Cultural HeritageBernardo Cuteri
9.30 - 9.40 Designing an Ontology of Social PlaceAlessia Calafiore
9.40 - 9.50 Semantic Enhancement of Volunteered Geographic InformationLaura Di Rocco
9.50 - 10.00 Semantic Wikis Versioning with BiFroSTKrzysztof Kutt
10.00 - 10.10Automatic Partitions Extraction to Distribute the Runtime Verification of a Global Specification
Angelo Ferrando
10.10 - 10.20 A Mechanism Design Approach for Energy AllocationPaolo Giuliodori
10.20 - 10.30Timeline-based Planning with Uncertainty: a Human-Robot Collaboration Case Study
Alessandro Umbrico
10.30 - 10.40Affective aspects as uncertain variables in decisional processes
Marco Poliranno
10.40 - 10.50 Evaluation and Deployment of Models for Activity RecognitionRita Pucci
10.50 - 11.00 Neural Abstractive Text SummarizationGaetano Rossiello
Wednesday 30th
Time What Where8.15 - 9.00 Registration Main room entrance
9.00 - 10.00 Invited Talk: Giorgio Metta, IIT Salone Nobile
9.00 - 10.00 Doctoral Consortium Posters
10.00 - 10.30Paper Short Presentations (Session 2A)
Salone Nobile
10.00 - 10.30 Doctoral Consortium Posters
10.30 - 11.00 Coffee Break Lobby
11.00 - 11.30Paper Short Presentations (Session 2B)
Salone Nobile
11.00 - 11.30 Doctoral Consortium Posters
11.30 - 13.00 Social Session 2A
11.30 - 13.00 Social Session 2B
11.30 - 13.00 Doctoral Consortium Posters
13.00 - 14.30 Lunch Lobby
14.30 - 16.00 AI*IA NLP-SIG Panel Salone Nobile
14.30 - 16.00 Doctoral Consortium Posters
16.00 - 16.30 Coffee Break Lobby
16.30 - 18.00Prospettive di ricerca in KR&R: Un panel in ricordo di Marco Cadoli
Salone Nobile
16.30 - 18.00 Doctoral Consortium Posters
18.00 - 19.15 AI*IA Assembly Salone Nobile
18.00 - 19.15 Doctoral Consortium Posters
20.00 - 24.00 Conference Dinner
Paper Short Presentations (Session 2A)Answer Set Enumeration via Assumption Literals
Mario Alviano and Carmine Dodaro
On the Application of Answer Set Programming to the Conference Paper Assignment Problem
Giovanni Amendola, Carmine Dodaro, Nicola Leone and Francesco Ricca
Efficient Evolutionary Search of Relevant Structures in Complex SystemsLaura Sani, Michele Amoretti, Emilio Vicari, Monica Mordonini, Ric- cardo Pecori,
Andrea Roli, Marco Villani, Stefano Cagnoni and Roberto Serra
I-DLV: the new Intelligent Grounder of DLVFrancesco Calimeri, Davide Fuscà, Simona Perri and Jessica Zangari
Boosting the Development of ASP-based Applications in Mobile and General Scenarios
Davide Fuscà, Stefano Germano, Jessica Zangari, Francesco Calimeri and Simona Perri
A Self-Adaptive Context-Aware Group Recommender System Reza Khoshkangini, Maria Silvia Pini and Francesca Rossi
Paper Short Presentations (Session 2B)Educational Concept Maps for Personalized Learning Path Generation
Giovanni Adorni and Frosina Koceva
Abducing Compliance of Incomplete Event LogsFederico Chesani, Riccardo De Masellis, Chiara Di Francescomarino,
Chiara Ghidini, Paola Mello, Marco Montali and Sergio Tessaris
Relationships and Events: Towards a General Theory of Reification and Truthmaking
Nicola Guarino and Giancarlo Guizzardi
A Model+Solver Approach to Concept LearningFrancesca Alessandra Lisi
Learning for Verification in Embedded Systems: A Case StudyAli Khalili, Massimo Narizzano and Armando Tacchella
Learning in Physical Domains: Mating Safety Requirements and Costly Sampling
Francesco Leofante and Armando Tacchella
Time What Where8.00 - 8.45 Registration Main room entrance
8.45 - 9.45Invited Talk: Dan Roth, University of Illinois at Urbana-Champaign
Salone Nobile
9.45 - 10.15Paper Short Presentations (Session 3A)
Salone Nobile
10.15 - 10.45 Coffee Break Lobby
10.45 - 11.15Paper Short Presentations (Session 3B)
Salone Nobile
11.15 - 12.30 Social Session 3A Aula A8
11.15 - 12.30 Social Session 3B Aula A9
12.30 - 12.45AI*IA Awards: In Memory of Leo Lesmo Award for Best Thesis
Salone Nobile
12.45 - 13.00AI*IA Awards: In Memory of Marco Cadoli Award for Best PhD Thesis
Salone Nobile
13.00 - 13.15AI*IA Awards: In Memory of Giovanni Soda Award for AI*IA 2016 Best Paper
Salone Nobile
13.15 - 13.30 Closing Salone Nobile
13.30 - 14.45 Lunch Lobby
Thursday 1st
Paper Short Presentations (Session 3B)A Resource-Driven Approach for Anchoring Linguistic Resources to Conceptual Spaces
Antonio Lieto, Enrico Mensa and Daniele P. Radicioni
Analysis of the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity
Simone Magnolini, Ngoc Phuoc An Vo and Octavian Popescu
QuASIt: a Cognitive Inspired Approach to Question Answering for the Italian Language
Arianna Pipitone, Giuseppe Tirone and Roberto Pirrone
Spoken Language Understanding for Service Robotics in ItalianAndrea Vanzo, Danilo Croce, Giuseppe Castellucci,
Roberto Basili and Daniele Nardi
DARDIS: Distributed And Randomized DIspatching and SchedulingThomas Bridi, Michele Lombardi, Andrea Bartolini,
Luca Benini and Michela Milano
Steps in Assessing a Timeline-based PlannerAlessandro Umbrico, Amedeo Cesta, Marta Cialdea Mayer and Andrea Orlandini
On-Line Dynamic Station Redeployments in Bike-Sharing SystemsCarlo Manna
Paper Short Presentations (Session 3A)Probabilistic Logical Inference On the Web
Marco Alberti, Giuseppe Cota, Fabrizio Riguzzi and Riccardo Zese
Probabilistic Hybrid Knowledge Bases under the Distribution SemanticsMarco Alberti, Evelina Lamma, Fabrizio Riguzzi and Riccardo Zese
Context-Awareness for Multi-Sensor Data Fusion in Smart EnvironmentsAlessandra De Paola, Pierluca Ferraro, Salvatore Gaglio and Giuseppe Lo Re
Reasoning about Multiple Aspects in Rational Closure for DLsValentina Ghiozzi
A Framework for Automatic Population of Ontology-Based Digital LibrariesLaura Pandolfo, Luca Pulina and Giovanni Adorni
Reasoning About Surprising Scenarios in Description Logics of TypicalityGian Luca Pozzato
Pietro Leo, IBM Italy CTO Big Data Analytics & Watson IBM Academy of Technology
Tuesday 29th, 14.30 – 15.30, Salone Nobile
He is an IT solution MAKER that enjoyed to work for 22 years in the data analytics area. He currently works for IBM as Executive Architect and acting as the IBM Italy CTO for Big Data Analytics and Watson. He enjoys to be the key technical actor of the system of engagement IBM Italy is running in this area. Served as technical leader and data scientist in a number of analytics projects whose overall effort size can be content on over 150 years/man, working both at the national and international levels. At the same time he served also as scientific responsible in a number of applied research initiatives funded from European Union as well as from Italian Government on innovative areas collaborating with tens of research teams. Received more than a dozen of IBM special awards for high technical achievements including also the mention into the IBM Corporate Technical Award Book 2010 and 2013 editions that includes all top technical performers and scientists of IBM at worldwide level. Invited speaker in Industrial and Scientific Conferences as well as member of Scientific Committees of Scientific and Technical Conferences. He is author or co-author of about 70 scientific/technical publications for Journals and/or presented during National and International Conferences, including two books edited by IBM Redbook organization.
KeynotesNovember 29th - December 1st
Giorgio Metta, Professor, Director of the iCub Facility Department, Istituto Italiano di Tecnologia (Italy)
Wednesday 30th, 09.00 – 10.00, Salone Nobile
Giorgio Metta is Vice Scientific Director at the Istituto Italiano di Tecnologia (IIT) and Director of the iCub Facility Department at the same institute. He coordinates the development of the iCub robotic project. He holds an MSc cum laude (1994) and PhD (2000) in electronic engineering both from the University of Genova. From 2001 to 2002, he was postdoctoral associate at the MIT AI-Lab. He was previously with the University of Genova and since 2012 Professor of Cognitive Robotics at the University of Plymouth (UK). He is also deputy director of IIT delegate to the training of young researchers. He is member of the board of directors of euRobotics aisbl, the European reference organization for robotics research. Giorgio Metta research activities are in the fields of biologically motivated and humanoid robotics and, in particular, in developing humanoid robots that can adapt and learn from experience. Giorgio Metta is author of more than 250 scientific publications. He has been working as principal investigator and research scientist in about a dozen international as well as national funded projects.
Dan Roth, Professor at the University of Illinois at Urbana-Champaign
Thursday 1st, 08:45 – 09:45, Salone Nobile
Dan Roth is the Founder Professor of Computer Science at the University of Illinois at Urbana-Champaign. He is a Professor in the Computer Science Department and the Beckman Institute and holds positions also in Statistics, Linguistics, ECE, and the iSchool at Illinois. Roth is a Fellow of the American Association for the Advancement of Science (AAAS), the Association of Computing Machinery (ACM), the Association for the Advancement of Artificial Intelligence (AAAI), and the Association of Computational Linguistics (ACL), for his contributions to Machine Learning and to Natural Language Processing. He has published broadly in machine learning, natural language processing, knowledge representation and reasoning, and learning theory, and has developed advanced machine learning based tools for natural language applications that are being used widely by the research community and commercially. Roth is the Editor-in-Chief of the Journal of Artificial Intelligence Research (JAIR). He was the program chair of AAAI’11, ACL’03 and CoNLL’02. Prof. Roth received his B.A Summa cum laude in Mathematics from the Technion, Israel, and his Ph.D in Computer Science from Harvard University in 1995.
NLP - SIG PanelNovember 30th, 14.30 - 16.00, Sala Nobile
Natural Language Processing research plays a relevant role in current AI, as target of different scientific and industrial interests. Natural Language is at the cross-road of Learning, Knowledge Representation and Cognitive Modeling. Several recent AI achievements (such as the Deep Mind system by the Google team winning the AlphaGo challenge) have repeatedly shown their beneficial impact on complex inference tasks, with huge application perspectives in linguistic modelling, processing and inferences. However, Natural Language Understanding is still a rich research topic, whose cross-fertilization spans a number of independent areas such as Cognitive Robotics, Automated Planning as well as Human-Computer Interaction. For AI, Natural Languages are either the research focus of paradigms and applications but, at the same time, they act as cornerstones of automation, autonomy and learnability for most intelligent phenomena ranging from Vision, to Planning and Social Behaviors.
A reflection about such diverse and promising interactions is an important target for current AI studies, fully in the core mission of AI*IA. The panel consists in a joint effort between AI*IA and the Italian Association on Computational Linguistics (AILC), promoted by the Special Interest Group on NLP of AI*IA.
Genova Tourism InformationGenova is the capital of Liguria and the sixth largest city in Italy. The urban area called Genova Metropolitan City has an official population of 862,885. Over 1.5 million people live in the Genova Metropolitan Area. Genova is one of Europe’s largest cities on the Mediterranean Sea and the largest seaport in Italy. Genova has been nicknamed la Superba (the Proud one) due to its glorious past and impressive landmarks. The city’s rich cultural history in notably its art, music and cuisine allowed it to become the 2004 European Capital of Culture. It is the birthplace of Christopher Columbus and Niccolò Paganini.
One of the Rolli palaces
De Ferrari Square
Acquario & Biosphere
Genova has a fascinating historic center said to be the largest medieval quarter in Europe, with a wealth of churches, palaces, and museums. The Renaissance and Baroque Rolli Palaces are about 80 palaces built in the 16th and early 17th centuries during the so-called Siglo de oro de los Genoveses, when Genova was one of the economical world power. In 2006, Genova’s Rolli Palaces were added to the list of UNESCO World Heritage Sites.
The main features of central Genova include Piazza De Ferrari, around which are sited the Opera and the Palace of the Doges. There is also a house where Christopher Columbus is said to have been born. Other landmarks of the city include the Porto Antico, enriched by Genoese architect Renzo Piano with a large sphere made of metal and glass (Biosphere), installed in the port’s waters, and the famous cemetery of Staglieno, renowned for its monuments and statues, in which the mortal remains of several known personalities rest, among them Giuseppe Mazzini, Fabrizio De André and Oscar Wilde’s wife.
The Aquarium of Genova is the largest aquarium in Italy and the second largest in Europe. Built for Genova Expo ’92, it is an educational, scientific and cultural centre. Its mission is to educate and raise public awareness as regards conservation, management and responsible use of aquatic environments. It welcomes over 1.2 million visitors a year.Enjoy Genova!
Organizers
General ChairGiovanni Adorni, University of Genova
Program ChairsStefano Cagnoni, University of ParmaMarco Gori, University of SienaMarco Maratea, University of Genova
Workshop & Doctoral Consortium ChairsViviana Mascardi, University of GenovaIlaria Torre, University of Genova
Local Organisation ChairsAlessio Merlo, University of GenovaSimone Torsani, University of Genova
Local Organizing CommitteeAngelo Ferrando, University of GenovaFrosina Koceva, University of GenovaLaura Pandolfo, University of Genova
Programme Committee
Matteo Baldoni, University of TorinoStefania Bandini, University of Milano-BicoccaRoberto Basili, University of Roma Tor VergataNicola Basilico, University of MilanoFederico Bergenti, University of ParmaStefano Bistarelli, University of PerugiaLuciana Bordoni, ENEAFrancesco Buccafurri, University of Reggio CalabriaAmedeo Cappelli, ISTI-CNRLuigia Carlucci Aiello, University of Roma La SapienzaAmedeo Cesta, CNR – National Research Council of ItalyAntonio Chella, University of PalermoCarlo Combi, University of VeronaGabriella Cortellessa, CNR – National Research Council of ItalyStefania Costantini, University of L’AquilaGiuseppe De Giacomo, University of Roma La SapienzaNicola Di Mauro, University of BariFrancesco Donini, Tuscia UniversityAgostino Dovier, University of UdineFloriana Esposito, University of BariStefano Ferilli, University of BariSalvatore Gaglio, University of PalermoPatrick Gallinari, LIP6 – University of Paris 6Marco Gavanelli, University of FerraraGeorg Gottlob, Oxford UniversityNicola Guarino, ISTC-CNRLuca Iocchi, University of Roma La SapienzaEvelina Lamma, University of FerraraNicola Leone, University of CalabriaChendong Li, DellFrancesca Alessandra Lisi, University of BariSara Manzoni, University of Milano-BicoccaPaola Mello, University of BolognaAlessio Micheli, University of Pisa
Alfredo Milani, University of PerugiaMichela Milano, University of BolognaStefania Montani, University of Piemonte OrientaleAlessandro Moschitti, University of TrentoAngelo Oddi, ISTC-CNRAndrea Omicini, University of BolognaMaria Teresa Pazienza, University of Roma Tor VergataAlberto Pettorossi, Università di Roma Tor VergataRoberto Pirrone, University of PalermoPiero Poccianti, Consorzio Operativo MPSGian Luca Pozzato, University of TorinoLuca Pulina, University of SassariDaniele P. Radicioni, University of TorinoFrancesco Ricca, University of CalabriaFabrizio Riguzzi, University of FerraraAndrea Roli, University of BolognaSalvatore Ruggieri, University of PisaFabio Sartori, University of Milano BicoccaKen Satoh, National Institute of Informatics, SokendaiAndrea Schaerf, University of UdineFloriano Scioscia, Politecnico of BariGiovanni Semeraro, University of BariRoberto Serra, University of Modena and Reggio EmiliaGiovanni Squillero, Politecnico di TorinoPietro Torasso, University of TorinoLeonardo Vanneschi, Universidade Nova, LisbonaEloisa Vargiu, Barcelona Digital Technology CenterMarco Villani, University of Modena and Reggio EmiliaGiuseppe Vizzari, University of Milano Bicocca