| 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|