Vol-2994
urn:nbn:de:0074-2994-8

Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

SEBD 2021
Italian Symposium on Advanced Database Systems

Proceedings of the 29th Italian Symposium on Advanced Database Systems

Pizzo Calabro (VV), Italy, September 5-9, 2021.

Edited by

Sergio Greco *
Maurizio Lenzerini
Elio Masciari *
Andrea Tagarelli *

* Dipartimento di Ingegneria Informatica, Modellistica, Elettronica e Sistemistica, Università della Calabria, 87036 Rende (CS), Italy
** Dipartimento di Ingegneria Informatica, Automatica e Gestionale, Sapienza Università di Roma, 00185 Roma, Italy
*** Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Università Federico II di Napoli, 80138 Napoli, Italy

Table of Contents

Preface of the 29th Italian Symposium on Advanced Database Systems

Summary: There were 65 papers submitted for peer-review to SEBD 2021. Out of these, 14 papers were accepted as regular papers and 46 as short papers.

Keynotes

Storing and analyzing viral sequences through data-driven Genomic Computing i
Stefano Ceri
Computational Social Choice and Incomplete Information ii
Phokion G. Kolaitis
Scalable Algorithms and Big-Data Applications by Recursive SQL Queries with Aggregates: a Datalog-enabled approach iii
Carlo Zaniolo

Tutorials

Machine and Deep Learning for Earth Observation: Advanced Approaches and Practical Use Cases iv
Dino Ienco, Roberto Interdonato
Fairness and Neural Networks v
Roberto Esposito

Regular Papers

Efficient Validation of Functional Dependencies during Incremental Discovery 1-12
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis 13-23
Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung
From Digital to Computational Humanities: The VAST Project Vision 24-35
Silvana Castano, Alfio Ferrara, Stefano Montanelli, Francesco Periti
From Data Quality to Big Data Quality: A Data Integration Scenario 36-47
Carlo Batini, Anisa Rula
snpStorage: a database to store and share experimental SNPs data sets 48-58
Giuseppe Agapito, Mario Cannataro
The Document Chain: a Delta CRDT framework for arbitrary JSON data 59-70
Amos Brocco
Federated Recommender Systems with Learning to Rank 71-82
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm 83-93
Ludovica Sacco, Dino Ienco, Roberto Interdonato
From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation 94-104
Alfredo Cuzzocrea, Ernesto Damiani, Hamda Al-Ali, Rabeb Mizouni, Ghalia Tello, Edoardo Fadda
Development of a decision tree model to improve case detection via information extraction from veterinary Electronic Medical Records 105-115
Oscar Tamburis, Elio Masciari, Gerardo Fatone
A Web Tool for the Semantic Integration of Heterogeneous and Complex Spreadsheet Tables 116-127
Sara Bonfitto, Luca Cappelletti, Elena Casiraghi, Paolo Perlasca, Fabrizio Trovato, Giorgio Valentini, Marco Mesiti
AMFLP: Adversarial Matrix Factorization-based Link Predictor in Social Graphs 128-139
Giuseppe De Candia, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra
An Effective and Efficient Graph Representation Learning Approach for Big Graphs 140-149
Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung
A Knowledge-based Approach to Business Analysis for Process Innovation 150-159
Michele Missikoff

Short Papers

Hypergraph Data analysis with PAOHVis 160-167
Paolo Buono, Miguel Ceriani, Maria Costabile
A novel network-based methodology for analysis of COVID-19 data 168-175
Marianna Milano, Mario Cannataro
A collaborative Tool to Support Junior Developers in Secure Software Development 176-184
Maria Teresa Baldassarre, Vita Santa Barletta, Danilo Caivano, Giovanni Dimauro, Antonio Piccinno
A Research Infrastructure for E-Health Big Data Analytics 185-191
Alessio Botta, Elio Masciari
A short account of FAIR-DB: a system to discover Data Bias (Discussion Paper) 192-199
Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
On Database Inconsistency Measures (Discussion Paper) 200-208
Francesco Parisi, John Grant
Benchmarking Approximate Consistent Query Answering (Discussion Paper) 209-216
Marco Calautti, Marco Console, Andreas Pieris
Preference-based Inconsistency-Tolerant Query Answering under Existential Rules (Discussion Paper) 217-225
Marco Calautti, Sergio Greco, Cristian Molinaro, Irina Trubitsyna
A system for translating natural language questions into SPARQL queries with neural networks: Preliminary results (Discussion Paper) 226-234
Manuel Alejandro Borroto, Francesco Ricca, Bernardo Cuteri
sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper) 235-242
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
A data-driven context-based approach for modelling Resilient Cyber Physical Production Systems (Discussion Paper) 243-250
Ada Bagozi, Devis Bianchini, Valeria De Antonellis
Some experiments on activity outlier detection (Discussion Paper) 251-258
Michele Ianni, Elio Masciari
A Two-Step Network Intrusion Detection System for Multi-Class Classification (Discussion Paper) 259-266
Giuseppina Andresini, Annalisa Appice, Donato Malerba
Increasing protection and autonomy in the IoT through a two-tier blockchain framework (Discussion Paper) 267-274
Enrico Corradini, Serena Nicolazzo, Antonino Nocera, Domenico Ursino, Luca Virgili
Extraction of Medical Concepts from Italian Natural Language Descriptions (Discussion Paper) 275-282
Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca
The POOR-MAD approach: Preferred Objects Over Rich, Multi-Attribute Data (Discussion Paper) 283-290
Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone
Using Descriptions for Explaining Entity Matches (Discussion Paper) 291-298
Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra
Automatic Entity Labeling through Explanation Techniques (Discussion Paper) 299-306
Silvana Castano, Alfio Ferrara, Donatella Firmani, Jerin George Mathew, Stefano Montanelli
A software pipeline for pre-processing and mining EEG signals: application in neurology (Discussion Paper) 307-314
Chiara Zucco, Barbara Calabrese, Miriam Sturniolo, Antonio Gambardella, Mario Cannataro
Cataplexy Detection: Neurologists, You Are Not Alone! (Discussion Paper) 315-322
Ilaria Bartolini, Andrea Di Luzio
Sentiment Analysis of medical questionnaires to improve adherence to telemonitoring programs (Discussion Paper) 323-330
Chiara Zucco, Clarissa Paglia, Sonia Graziano, Sergio Bella, Mario Cannataro
EmbDI: Generating Embeddings for Relational Data Integration (Discussion Paper) 331-338
Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan
Towards an Access Control Model for Knowledge Graphs (Discussion Paper) 339-346
Marco Valzelli, Andrea Maurino, Matteo Palmonari, Blerina Spahiu
Multi-Sorted Inverse Frequent Itemsets Mining for Generating Realistic No-SQL Datasets (Discussion Paper) 347-354
Domenico Saccà, Edoardo Serra, Antonino Rullo
Spice-Up your Coding Lessons with the ACME Approach (Discussion Paper) 355-362
Giansalvatore Mecca, Donatello Santoro, Nazzareno Sileno, Enzo Veltri
The Case for Multi-task Active Learning Entity Resolution (Discussion Paper) 363-370
Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi
An Inductive Framework for Semi-supervised Learning (Discussion Paper) 371-378
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements (Discussion Paper) 379-386
Graziella De Martino, Gianvito Pio, Michelangelo Ceci
Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper) 387-394
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper) 395-402
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
Conversational OLAP (Discussion Paper) 403-410
Matteo Francia, Enrico Gallinucci, Matteo Golfarelli
Fine-grained Provenance for High-quality Data Science (Discussion Paper) 411-418
Adriane Chapman, Paolo Missier, Giulia Simonelli, Riccardo Torlone
An investigation on Not Safe For Work adult content in Reddit (Discussion Paper) 419-426
Francesco Cauteruccio, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili
A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper) 427-433
Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi
Applying Generative Adversarial Networks to perform gaze path prediction in websites (Discussion Paper) 434-441
Gianluca Bonifazi, Enrico Corradini, Gianluca Porcino, Alessandro Scopelliti, Domenico Ursino, Luca Virgili
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper) 442-449
Luca Ciampi, Carlos Santiago, Joao Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Unbiasing Collaborative Filtering for Popularity-Aware Recommendation (Discussion Paper) 450-457
Luciano Caroprese, Giuseppe Manco, Marco Minici, Francesco Sergio Pisani, Ettore Ritacco
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention (Discussion Paper) 458-465
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
RECKOn: a REal-world, Context-aware KnOwledge-based lab (Discussion Paper) 466-473
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio A. Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca
A Deep Learning Approach for Unsupervised Failure Detection in Smart Industry (Discussion Paper) 474-481
Angelica Liguori, Giuseppe Manco, Ettore Ritacco, Massimilano Ruffolo, Salvatore Iiritano
DP-DILCA: Learning Differentially Private Context-based Distances for Categorical Data (Discussion Paper) 482-489
Elena Battaglia, Ruggero G. Pensa
Privacy Preserving Query Answering in Description Logics Through Instance Indistinguishability (Discussion Paper) 490-497
Gianluca Cima, Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo
Improving Work Life Conditions via Portable Knowledge-Driven Recommender System (Discussion Paper) 498-505
Maurizio Atzori, Alessandro Barenghi, Sara Comai, Mariagrazia Fugini, Diego Marcia, Gerardo Pelosi, Manuela Sanguinetti, Vincenzo Scotti
NanoWeb: Search, Access and Explore Life Science Nanopublications on the Web (Discussion Paper) 506-513
Fabio Giachelle, Dennis Dosso, Gianmaria Silvello
A Data Management and Anomaly Detection Solution for the Entertainment Industry (Discussion Paper) 514-521
Michele Berno, Marco Canil, Nicola Chiarello, Luca Piazzon, Fabio Berti, Francesca Ferrari, Alessandro Zaupa, Nicola Ferro, Michele Rossi, Gian Antonio Susto
Smart Conversational User Interface for recommending Cultural Heritage Points of Interest (Discussion Paper) 522-530
Flora Amato, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì

Seminar on Reminiscence of TIDB 1981

Panel on ''Past and Future of Computer Science Theory'' (Discussion Paper) 531-542
Ronald Fagin, Georg Gottlob, Christos Papadimitriou, Moshe Vardi, Giorgio Ausiello, Maurizio Lenzerini, Domenico Saccà, Luigi Palopoli, Francesco Scarcello

2021-10-18: submitted by Andrea Tagarelli, metadata incl. bibliographic data published under Creative Commons CC0
2021-10-31: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|