SEBD 2020
Italian Symposium on Advanced Database Systems

Table of Contents

• Preface of the 28th Italian Symposiumon Advanced Database Systems
  
  
• In Memoriam of Prof. Antonio Picariello (“Picus”) i - ii
  Maristella Agosti, Maurizio Atzori, Paolo Ciaccia, Letizia Tanca

Invited Talks

• 15 Years of Knowledge Graphs: Lessons, Challenges, Opportunities (Abstract) iii
  Gerhard Weikum
• Usability, Performance and Scalability for Expressive Data Languages via Cardinality-Based Aggregates (Abstract) iv
  Carlo Zaniolo
• Getting Rid of Data (Abstract) v
  Tova Milo

Panels and Tutorials

• Open Science: A tutorial for the database systems community (Extended Abstract) vi - viii
  Emma Lazzeri, Paolo Manghi

Session 1: Ontologies and data integration

• A Bootstrapping Approach for Semi-Automated Legal Knowledge Extraction and Enrichment 1 - 11
  Silvana Castano, Mattia Falduti, Alfio Ferrara, Stefano Montanelli
• Scaling Up Record-level Matching Rules 12 - 23
  Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi
• Smart Data Exchange 24 - 31
  Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna

Session 2: Anomaly detection and dependencies

• Lattice-based Discovery of Hybrid Relaxed Functional Dependencies 32 - 39
  Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
• Detecting and Explaining Exceptional Values in Categorical Data 40 - 47
  Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
• Probabilistic Answers over Inconsistent Knowledge Bases 48 - 55
  Marco Calautti, Nicola Fiorentino, Sergio Greco, Cristian Molinaro, Irina Trubitsyna

Session 3: Text analysis and search

• Parallelizing Approximate Search on Adaptive Radix Trees 56 - 67
  Tobias Groth, Sven Groppe, Martin Koppehel, Thilo Pionteck
• A Document-based RDF Keyword Search System: Query-by-Query Analysis 68 - 79
  Dennis Dosso, Gianmaria Silvello
• Capturing Political Polarization of Reddit Submissions in the Trump Era 80 - 87
  Virginia Morini, Laura Pollacci, Giulio Rossetti

Session 4: Deep learning

• Accounting Journal Reconstruction with Variational Autoencoders and Long Short-term Memory Architecture 88 - 99
  Mario Zupan, Svjetlana Letinic, Verica Budimir
• Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis 100 - 107
  Francesco Bodria, André Panisson, Alan Perotti, Simone Piaggesi
• Some experiments on Deep Learning for Fake News Detection 108 - 115
  Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì

Session 5: NoSQL data

• libJoTS: JSON That Syncs! 116 - 127
  Amos Brocco, Patrick Ceppi, Lorenzo Sinigaglia
• OLAP Querying of Document Stores in the Presence of Schema Variety 128 - 135
  Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi

Session 6: Trajectories and diffusion

• MASTER: A Multiple Aspects View on Trajectories 136 - 143
  Ronaldo dos Santos Mello, Vania Bogorny, Luis Otavio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar Andre Schreiner, Chiara Renso
• A Framework for Complex Influence Propagation based on the F2DLT Class of Diffusion Models 144 - 151
  Antonio Caliò, Andrea Tagarelli

Session 7: Health and medicine

• A Post-Analysis of Query Reformulation Methods for Clinical Trials Retrieval 152 - 159
  Maristella Agosti, Giorgio Maria Di Nunzio, Stefano Marchesin
• Prediction of New Associations between ncRNAs and Diseases Exploiting Multi-Type Hierarchical Clustering 160 - 167
  Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
• On the Use of GIS for Health and Epidemiology Control 168 - 174
  Giuseppe Tradigo, Patrizia Vizza, Pietro Hiram Guzzi, Pierangelo Veltri
• Privacy-aware design for E-Health Information Systems 175 - 185
  Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì

Session 8: Context and ranking

• Formal Verification of Context Aware Systems 186 - 193
  Fabio A. Schreiber, Maria Elena Valcher
• Where Porceddu is better than Pasta 194 - 201
  Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone
• Context Awareness in the Travel Companion of the Shift2Rail Initiative 202 - 209
  Alireza Javadian Sabet, Matteo Rossi, Fabio A. Schreiber, Letizia Tanca
• Improving Learning to Rank By Leveraging User Dynamics and Continuation Methods 210 - 217
  Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego

Session 9: Social and knowledge graphs

• Interpreting Link Prediction on Knowledge Graphs 218 - 221
  Andrea Rossi
• Co-posting Author Assortativity in Reddit 222 - 233
  Francesco Cauteruccio, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili
• How to Cope with Personnel Unavailability? Process Mining May Help! 234 - 241
  Andrea Chiorrini, Claudia Diamantini, Domenico Potena, Emanuele Storti
• Crowdsourcing for Building Knowledge Graphs at Scale from the Vatican Archives 242 - 249
  Donatella Firmani, Paolo Merialdo, Elena Nieddu, Andrea Rossi, Riccardo Torlone

Session 10: Multimedia content analysis

• Automatic Detection of Dysplastic Nevi: A Multiple Instance Learning Solution 250 - 257
  Eugenio Vocaturo, Ester Zumpano
• Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval 258 - 265
  Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
• Towards Automatic Classification of Sheet Music 266 - 277
  Giuseppe De Pasquale, Blerina Spahiu, Pietro Ducange, Andrea Maurino
• Edge-Based Video Surveillance with Embedded Devices 278 - 285
  Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti

Session 11: Security issues

• Gathering Malware Data through High-Interaction Honeypots 286 - 293
  Angelo Furfaro, Francesco Lupia, Domenico Saccà
• Towards Reusable Smart Contracts for Trustworthy Collaborative Processes 294 - 301
  Ada Bagozi, Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori
• kNN-guided Adversarial Attacks 302 - 309
  Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato
• Knowledge-enhanced Shilling Attacks for Recommendation 310 - 317
  Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio

Session 12: Data mining

• Tensor Co-clustering: A Parameter-less Approach 318 - 325
  Elena Battaglia, Ruggero G. Pensa
• Classification-based Content Sensitivity Analysis 326 - 333
  Elena Battaglia, Livio Bioglio, Ruggero G. Pensa
• User Emotion Detection via Taxonomy Management: An Innovative System 334 - 342
  Alfredo Cuzzocrea, Giovanni Pilato, Edoardo Fadda
• jKarma: A Highly-Modular Framework for Pattern-Based Change Detection on Evolving Data 343 - 350
  Angelo Impedovo, Corrado Loglisci, Michelangelo Ceci, Donato Malerba