AI*IA 2017 Advances in Artificial Intelligence: XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings

Description

This book constitutes the refereed proceedings of the 16th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2017, held in Bari, Italy, in November 2017. The 37 full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on applications of AI; natural language processing; knowledge representation and reasoning; knowledge engineering, ontologies and the semantic web; machinelearning; philosophical foundations, metacognitive modeling and ethics; and planning and scheduling. Front Matter ....Pages I-XIV Front Matter ....Pages 1-1 Using Sources Trustworthiness in Weather Scenarios: The Special Role of the Authority (Rino Falcone, Alessandro Sapienza)....Pages 3-16 Robust Optimization for Virtual Power Plants (Allegra De Filippo, Michele Lombardi, Michela Milano, Alberto Borghetti)....Pages 17-30 Applying Machine Learning to High-Quality Wine Identification (Giorgio Leonardi, Luigi Portinale)....Pages 31-43 Collision Avoidance Dynamics Among Heterogeneous Agents: The Case of Pedestrian/Vehicle Interactions (Stefania Bandini, Luca Crociani, Claudio Feliciani, Andrea Gorrini, Giuseppe Vizzari)....Pages 44-57 Smartphone Data Analysis for Human Activity Recognition (Federico Concone, Salvatore Gaglio, Giuseppe Lo Re, Marco Morana)....Pages 58-71 A Game-Based Competition as Instrument for Teaching Artificial Intelligence (Federico Chesani, Andrea Galassi, Paola Mello, Giada Trisolini)....Pages 72-84 Front Matter ....Pages 85-85 A Similarity-Based Abstract Argumentation Approach to Extractive Text Summarization (Stefano Ferilli, Andrea Pazienza, Sergio Angelastro, Alessandro Suglia)....Pages 87-100 Named Entity Recognition and Linking in Tweets Based on Linguistic Similarity (Arianna Pipitone, Giuseppe Tirone, Roberto Pirrone)....Pages 101-113 Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter (Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, Claudio Lucchese, Cristina Ioana Muntean)....Pages 114-127 Semantic Measures for Keywords Extraction (Davide Colla, Enrico Mensa, Daniele P. Radicioni)....Pages 128-140 Evaluating Industrial and Research Sentiment Analysis Engines on Multiple Sources (Emanuele Di Rosa, Alberto Durante)....Pages 141-155 Front Matter ....Pages 157-157 Service Composition in Stochastic Settings (Ronen I. Brafman, Giuseppe De Giacomo, Massimo Mecella, Sebastian Sardina)....Pages 159-171 External Computations and Interoperability in the New DLV Grounder (Francesco Calimeri, Davide Fuscà, Simona Perri, Jessica Zangari)....Pages 172-185 Deciding Refinement Relation in Belief-Intention Databases (Zhanhao Xiao, Andreas Herzig, Laurent Perrussel, Dongmo Zhang)....Pages 186-199 lp2cpp: A Tool For Compiling Stratified Logic Programs (Bernardo Cuteri, Alessandro Francesco De Rosis, Francesco Ricca)....Pages 200-212 Front Matter ....Pages 213-213 Business Processes and Their Participants: An Ontological Perspective (Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Nicola Guarino, Emilio M. Sanfilippo)....Pages 215-228 Feeding a Hybrid Recommendation Framework with Linked Open Data and Graph-Based Features (Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro)....Pages 229-242 Reasoning over RDF Knowledge Bases: Where We Are (Simona Colucci, Francesco M. Donini, Eugenio Di Sciascio)....Pages 243-255 Between Contact and Support: Introducing a Logic for Image Schemas and Directed Movement (Maria M. Hedblom, Oliver Kutz, Till Mossakowski, Fabian Neuhaus)....Pages 256-268 Document Layout Analysis for Semantic Information Extraction (Weronika T. Adrian, Nicola Leone, Marco Manna, Cinzia Marte)....Pages 269-281 A Criminal Domain Ontology for Modelling Legal Norms (Mirna El Ghosh, Habib Abdulrab, Hala Naja, Mohamad Khalil)....Pages 282-294 Semantic Models for the Geological Mapping Process (Vincenzo Lombardo, Fabrizio Piana, Dario Mimmo, Enrico Mensa, Daniele P. Radicioni)....Pages 295-306 Front Matter ....Pages 307-307 Sampling Training Data for Accurate Hyperspectral Image Classification via Tree-Based Spatial Clustering (Annalisa Appice, Sonja Pravilovic, Donato Malerba, Antonietta Lanza)....Pages 309-320 Do You Feel Blue? Detection of Negative Feeling from Social Media (Marco Polignano, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro)....Pages 321-333 Alternative Variable Splitting Methods to Learn Sum-Product Networks (Nicola Di Mauro, Floriana Esposito, Fabrizio G. Ventola, Antonio Vergari)....Pages 334-346 Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels (Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto et al.)....Pages 347-358 On the Impact of Linguistic Information in Kernel-Based Deep Architectures (Danilo Croce, Simone Filice, Roberto Basili)....Pages 359-371 Converse-Et-Impera: Exploiting Deep Learning and Hierarchical Reinforcement Learning for Conversational Recommender Systems (Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Giovanni Semeraro)....Pages 372-386 Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era (Marcella Cornia, Davide Abati, Lorenzo Baraldi, Andrea Palazzi, Simone Calderara, Rita Cucchiara)....Pages 387-399 Front Matter ....Pages 401-401 Supporting Organizational Accountability Inside Multiagent Systems (Matteo Baldoni, Cristina Baroglio, Katherine M. May, Roberto Micalizio, Stefano Tedeschi)....Pages 403-417 Providing Self-aware Systems with Reflexivity (Alessandro Valitutti, Giuseppe Trautteur)....Pages 418-427 Towards a Cognitive Semantics of Types (Daniele Porello, Giancarlo Guizzardi)....Pages 428-440 Front Matter ....Pages 441-441 On the Evolution of Planner-Specific Macro Sets (Mauro Vallati, Lukáš Chrpa, Ivan Serina)....Pages 443-454 A Tool for Managing Elderly Volunteering Activities in Small Organizations (Amedeo Cesta, Gabriella Cortellessa, Riccardo De Benedictis, Francesca Fracasso)....Pages 455-467 An Advanced Answer Set Programming Encoding for Nurse Scheduling (Mario Alviano, Carmine Dodaro, Marco Maratea)....Pages 468-482 Automated Planning Techniques for Robot Manipulation Tasks Involving Articulated Objects (Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati)....Pages 483-497 PLATINUm: A New Framework for Planning and Acting (Alessandro Umbrico, Amedeo Cesta, Marta Cialdea Mayer, Andrea Orlandini)....Pages 498-512 Back Matter ....Pages 513-514