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28th SEBD 2020: Villasimius, Sud Sardegna, Italy
- Maristella Agosti, Maurizio Atzori, Paolo Ciaccia, Letizia Tanca:
Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic), June 21-24, 2020. CEUR Workshop Proceedings 2646, CEUR-WS.org 2020 - Maristella Agosti, Maurizio Atzori, Paolo Ciaccia, Letizia Tanca:
In Memoriam of Prof. Antonio Picariello ("Picus"). i-ii
Invited Talks
- Gerhard Weikum:
15 Years of Knowledge Graphs: Lessons, Challenges, Opportunities (Abstract). iii - Carlo Zaniolo:
Usability, Performance and Scalability for Expressive Data Languages via Cardinality-Based Aggregates (Abstract). iv - Tova Milo:
Getting Rid of Data (Abstract). v
Panels and Tutorials
- Emma Lazzeri, Paolo Manghi:
Open Science: A tutorial for the database systems community (Extended Abstract). vi-viii
Session 1: Ontologies and data integration
- Silvana Castano, Mattia Falduti, Alfio Ferrara, Stefano Montanelli:
A Bootstrapping Approach for Semi-Automated Legal Knowledge Extraction and Enrichment. 1-11 - Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi:
Scaling Up Record-level Matching Rules. 12-23 - Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna:
Smart Data Exchange. 24-31
Session 2: Anomaly detection and dependencies
- Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Lattice-based Discovery of Hybrid Relaxed Functional Dependencies. 32-39 - Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao:
Detecting and Explaining Exceptional Values in Categorical Data. 40-47 - Marco Calautti, Nicola Fiorentino, Sergio Greco, Cristian Molinaro, Irina Trubitsyna:
Probabilistic Answers over Inconsistent Knowledge Bases. 48-55
Session 3: Text analysis and search
- Tobias Groth, Sven Groppe, Martin Koppehel, Thilo Pionteck:
Parallelizing Approximate Search on Adaptive Radix Trees. 56-67 - Dennis Dosso, Gianmaria Silvello:
A Document-based RDF Keyword Search System: Query-by-Query Analysis. 68-79 - Virginia Morini, Laura Pollacci, Giulio Rossetti:
Capturing Political Polarization of Reddit Submissions in the Trump Era. 80-87
Session 4: Deep learning
- Mario Zupan, Svjetlana Letinic, Verica Budimir:
Accounting Journal Reconstruction with Variational Autoencoders and Long Short-term Memory Architecture. 88-99 - Francesco Bodria, André Panisson, Alan Perotti, Simone Piaggesi:
Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis. 100-107 - Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Some experiments on Deep Learning for Fake News Detection. 108-115
Session 5: NoSQL data
- Amos Brocco, Patrick Ceppi, Lorenzo Sinigaglia:
libJoTS: JSON That Syncs! 116-127 - Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
OLAP Querying of Document Stores in the Presence of Schema Variety. 128-135
Session 6: Trajectories and diffusion
- Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso:
MASTER: A Multiple Aspects View on Trajectories. 136-143 - Antonio Caliò, Andrea Tagarelli:
A Framework for Complex Influence Propagation based on the F2DLT Class of Diffusion Models. 144-151
Session 7: Health and medicine
- Maristella Agosti, Giorgio Maria Di Nunzio, Stefano Marchesin:
A Post-Analysis of Query Reformulation Methods for Clinical Trials Retrieval. 152-159 - Emanuele Pio Barracchia, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci:
Prediction of New Associations between ncRNAs and Diseases Exploiting Multi-Type Hierarchical Clustering. 160-167 - Giuseppe Tradigo, Patrizia Vizza, Pietro Hiram Guzzi, Pierangelo Veltri:
On the Use of GIS for Health and Epidemiology Control. 168-174 - Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Privacy-aware design for E-Health Information Systems. 175-185
Session 8: Context and ranking
- Fabio Alberto Schreiber, Maria Elena Valcher:
Formal Verification of Context Aware Systems. 186-193 - Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone:
Where Porceddu is better than Pasta. 194-201 - Alireza Javadian Sabet, Matteo Rossi, Fabio Alberto Schreiber, Letizia Tanca:
Context Awareness in the Travel Companion of the Shift2Rail Initiative. 202-209 - Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego:
Improving Learning to Rank By Leveraging User Dynamics and Continuation Methods. 210-217
Session 9: Social and knowledge graphs
- Andrea Rossi:
Interpreting Link Prediction on Knowledge Graphs. 218-221 - Francesco Cauteruccio, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili:
Co-posting Author Assortativity in Reddit. 222-233 - Andrea Chiorrini, Claudia Diamantini, Domenico Potena, Emanuele Storti:
How to Cope with Personnel Unavailability? Process Mining May Help! 234-241 - Donatella Firmani, Paolo Merialdo, Elena Nieddu, Andrea Rossi, Riccardo Torlone:
Crowdsourcing for Building Knowledge Graphs at Scale from the Vatican Archives. 242-249
Session 10: Multimedia content analysis
- Eugenio Vocaturo, Ester Zumpano:
Automatic Detection of Dysplastic Nevi: A Multiple Instance Learning Solution. 250-257 - Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo:
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. 258-265 - Giuseppe De Pasquale, Blerina Spahiu
, Pietro Ducange, Andrea Maurino:
Towards Automatic Classification of Sheet Music. 266-277 - Hanna Kavalionak, Claudio Gennaro, Giuseppe Amato, Claudio Vairo, Costantino Perciante, Carlo Meghini, Fabrizio Falchi, Fausto Rabitti:
Edge-Based Video Surveillance with Embedded Devices. 278-285
Session 11: Security issues
- Angelo Furfaro, Francesco Lupia, Domenico Saccà:
Gathering Malware Data through High-Interaction Honeypots. 286-293 - Ada Bagozi, Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori:
Towards Reusable Smart Contracts for Trustworthy Collaborative Processes. 294-301 - Fabio Valerio Massoli, Fabrizio Falchi, Giuseppe Amato:
kNN-guided Adversarial Attacks. 302-309 - Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio:
Knowledge-enhanced Shilling Attacks for Recommendation. 310-317
Session 12: Data mining
- Elena Battaglia, Ruggero G. Pensa:
Tensor Co-clustering: A Parameter-less Approach. 318-325 - Elena Battaglia, Livio Bioglio, Ruggero G. Pensa:
Classification-based Content Sensitivity Analysis. 326-333 - Alfredo Cuzzocrea, Giovanni Pilato, Edoardo Fadda:
User Emotion Detection via Taxonomy Management: An Innovative System. 334-342 - Angelo Impedovo, Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
jKarma: A Highly-Modular Framework for Pattern-Based Change Detection on Evolving Data. 343-350
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