| Vol-3194 urn:nbn:de:0074-3194-9 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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 2022
Italian Symposium on Advanced Database Systems

### Proceedings of the 30th Italian Symposium on Advanced Database Systems

### Tirrenia (PI), Italy, June 19-22, 2022.

Edited by

### Giuseppe Amato *
Valentina Bartalesi *
Devis Bianchini **
Claudio Gennaro *
Riccardo Torlone ***

* Institute of Information Science and Technologies "Alessandro Faedo", National Research Council, 56124 Pisa, Italy
** Department of Information Engineering, University of Brescia, 25123 Brescia, Italy
*** Department of Engineering, Roma Tre University, 00146 Roma, Italy

## Table of Contents

- Preface of the 30th Italian Symposium on Advanced Database Systems
  Summary: There were 81 papers submitted for peer-review to SEBD 2022. Out of these, 70 papers were accepted for this volume, 10 as regular papers and 60 as discussion papers.

### Invited Talks

- Runtime-Optimized Analytics (Abstract) i
  Anastasia Ailamaki
- From Database Systems to Global Platforms: Cyberspace and the new Rules of Geopolitics (Abstract) ii
  Stéphane Grumbach

### Tutorial

- A Pragmatic Approach to Neural Information Retrieval (Abstract) iii
  Franco Maria Nardini, Salvatore Trani

### Taste of Time Award

- Techniques for the Analysis of Conceptual Schema (Extended Abstract) - Winner iv
  Silvana Castano, Valeria De Antonellis, Maria Grazia Fugini, Barbara Pernici
- Querying Genome Databases (Extended Abstract) - Honorable Mention v
  Giansalvatore Mecca

### Data Extraction, Integration and Visualization

- OpenTRIAGE: Entity Linkage for Detail Webpages 1-12
  Roger Voyat, Valter Crescenzi, Paolo Merialdo
- Extracting a Unified Database from Heterogeneous Bills of Materials via Data Integration Approaches 13-24
  Luigi De Lucia, Guglielmo Faggioli, Nicola Ferro, Fabio Orobelli
- Towards an Italian Energy Data Space 25-35
  Chiara Rucco, Antonella Longo, Marco Zappatore
- Describing Multidimensional Data Through Highlights (Discussion Paper) 36-43
  Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Verónika Peralta, Stefano Rizzi
- A Multi-Perspective Data Model for Cyber Physical Production Networks (Discussion Paper) 44-51
  Ada Bagozi, Devis Bianchini, Anisa Rula
- Progressive Entity Resolution with Node Embeddings (Discussion Paper) 52-60
  Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi
- Active E-Learning by Doing with ALDO (Discussion Paper) 61-68
  Ilaria Bartolini, Andrea Di Luzio
- Landmark Explanation: a Tool for Entity Matching (Discussion Paper) 69-76
  Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra
- Automatic Information Extraction from Investment Product Documents (Discussion Paper) 77-84
  Federico Maria Scafoglieri, Alessandra Monaco, Giulia Neccia, Domenico Lembo, Alessandra Limosani, Francesca Medda
- Conceptually-grounded Mapping Patterns for Virtual Knowledge Graphs (Discussion Paper) 85-92
  Diego Calvanese, Avigdor Gal, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga

### (Big) Data Governance

- Understanding RDF Data Representations in Triplestores (Discussion Paper) 93-100
  Matteo Lissandrini, Tomer Sagi, Torben Bach Pedersen, Katja Hose
- The Usage of Negation in Real-World JSON Schema Documents (Discussion Paper) 101-108
  Mohamed-Amine Baazizi, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani, Stefanie Scherzinger
- Energy and QoE aware Placement of Applications and Data at the Edge (Discussion Paper) 109-116
  Matteo Mordacchini, Luca Ferrucci, Emanuele Carlini, Hanna Kavalionak, Massimo Coppola, Patrizio Dazzi
- SoBigData RI: European Integrated Infrastructure for Social Mining and Big Data Analytics (Discussion Paper) 117-124
  Roberto Trasarti, Valerio Grossi, Michela Natilli, Beatrice Rapisarda
- Workflows for Bringing Data Science on the Cloud/Edge Computing Continuum (Discussion Paper) 125-132
  Patrizio Dazzi, Valerio Grossi, Roberto Trasarti
- Exploiting Curated Databases to Train Relation Extraction Models for Gene-Disease Associations (Discussion Paper) 133-140
  Stefano Marchesin, Gianmaria Silvello
- Imputation of Missing Values through Profiling Metadata (Discussion Paper) 141-148
  Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
- Supporting the Design of Data Preparation Pipelines (Discussion Paper) 149-158
  Camilla Sancricca, Cinzia Cappiello
- Counting Database Repairs Entailing a Query: The Case of Functional Dependencies (Discussion Paper) 159-166
  Marco Calautti, Ester Livshits, Andreas Pieris, Markus Schneider

### Data for Smart Society

- A Survey of Sentimental Analysis Methods on COVID-19 Research (Discussion Paper) 167-174
  Areeba Umair, Elio Masciari
- MAT-Builder: a System to Build Semantically Enriched Trajectories (Discussion Paper) 175-182
  Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli
- A Network-based Model and a Related Approach to Represent and Handle the Semantics of Comments in a Social Network (Discussion Paper) 183-190
  Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili
- Explaining Link Prediction with Kelpie (Discussion Paper) 191-198
  Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili
- Predicting Vehicles Parking Behaviour for EV Recharge Optimization (Discussion Paper) 199-206
  Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso
- Discovering the Landscape of Decentralized Online Social Networks through Mastodon (Discussion Paper) 207-214
  Lucio La Cava, Sergio Greco, Andrea Tagarelli
- Extracting Large Scale Spatio-Temporal Descriptions from Social Media (Discussion Paper) 215-222
  Carlo Bono, Barbara Pernici
- Online News Event Extraction for Crime Analysis (Discussion Paper) 223-230
  Federica Rollo, Laura Po, Giovanni Bonisoli

### Knowledge, Ontologies and Reasoning on Data

- Semantic Shift Detection in Vatican Publications: a Case Study from Leo XIII to Francis 231-243
  Silvana Castano, Alfio Ferrara, Stefano Montanelli, Francesco Periti
- Shared Metrics of Sustainability: a Knowledge Graph Approach 244-255
  Claudia Diamantini, Tarique Khan, Domenico Potena, Emanuele Storti
- LPG-based Ontologies as Schemas for Graph DBs 256-267
  Stefano Ferilli, Domenico Redavid, Davide Di Pierro
- A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data (Discussion Paper) 268-275
  Emanuele Carlini, Vinicius Monteiro de Lira, Amilcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
- Expanding the Citation Graph for Data Citations (Discussion Paper) 276-283
  Peter Buneman, Dennis Dosso, Matteo Lissandrini, Gianmaria Silvello
- Active Integrity Constraints with Existential Quantification (Discussion Paper) 284-291
  Marco Calautti, Luciano Caroprese, Sergio Greco, Cristian Molinaro, Irina Trubitsyna, Ester Zumpano
- Reasoning in Warded Datalog+/- with Harmful Joins (Discussion Paper) 292-299
  Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Paolo Atzeni
- An Overview of Vadalog: a System for Reasoning over Large Knowledge Graphs (Discussion Paper) 300-308
  Luigi Bellomarini, Davide Benedetto, Emanuel Sallinger
- Reasoning about Smart Contracts via LTL Encoding (Discussion Paper) 309-316
  Valeria Fionda, Gianluigi Greco, Marco Antonio Mastratisi

### Machine Learning and Data Mining

- Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence (Discussion Paper) 317-324
  Hanna Kavalionak, Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini, Massimo Coppola
- Mapping and Compressing a Convolutional Neural Network through a Multilayer Network (Discussion Paper) 325-332
  Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
- Ambiguity Detection and Textual Claims Generation from Relational Data (Discussion Paper) 333-340
  Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti
- Generating Synthetic Discrete Datasets with Machine Learning (Discussion Paper) 341-350
  Giuseppe Manco, Ettore Ritacco, Antonino Rullo, Domenico Saccà, Edoardo Serra
- Distributed Heterogeneous Transfer Learning (Discussion Paper) 351-358
  Paolo Mignone, Gianvito Pio, Michelangelo Ceci
- Multiple Instance Learning for viral pneumonia chest X-ray Classification (Discussion Paper) 359-366
  Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
- Towards Extreme Multi-Label Classification of Multimedia Content (Discussion Paper) 367-374
  Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
- Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy (Discussion Paper) 375-382
  Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto

### Data Analysis

- Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study 383-391
  Andrea Failla, Salvatore Citraro, Giulio Rossetti
- Data–Driven, AI–Based Clinical Practice: Experiences, Challenges, and Research Directions 392-403
  Davide Ferrari, Federica Mandreoli, Federico Motta, Paolo Missier
- Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm 404-414
  Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo

### Data Clustering and Partitioning

- Investigating Binary Partition Power in Metric Query 415-426
  Richard Connor, Alan Dearle, Lucia Vadicamo
- Annotating Protein Structures for Understanding SARS-CoV-2 Interactome (Discussion Paper) 427-436
  Barbara Puccio, Ugo Lomoio, Luisa Di Paola, Pietro Hiram Guzzi, Pierangelo Veltri
- In-Vehicle Big Data Exploration for Road Maintenance (Discussion Paper) 437-444
  Devis Bianchini, Valeria De Antonellis, Massimiliano Garda
- Correlation Clustering: from Local to Global Constraints (Discussion Paper) 445-452
  Domenico Mandaglio, Andrea Tagarelli, Francesco Gullo
- SiMBA: Systematic Clustering-Based Methodology to Support Built Environment Analysis (Discussion Paper) 453-460
  Carlo Andrea Biraghi, Emilia Lenzi, Maristella Matera, Massimo Tadi, Letizia Tanca
- Clustered Majority Judgement (Discussion Paper) 461-472
  Arianna Anniciello, Emanuele d’Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella

### Recommender Systems, Query Answering and Processing

- Helping Wine Lovers With Taxonomies (Discussion Paper) 473-480
  Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone
- Query Answer Explanations under Existential Rules (Discussion Paper) 481-488
  Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavičius
- Explanations for Inconsistency-Tolerant Query Answering under Existential Rules (Discussion Paper) 489-496
  Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro
- Personalized Context-Aware Recommender System for Travelers (Discussion Paper) 497-504
  Mahsa Shekari, Alireza Javadian Sabet, Chaofeng Guan, Matteo Rossi, Fabio A. Schreiber, Letizia Tanca
- Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs (Discussion Paper) 505-513
  Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
- The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models (Discussion Paper) 514-521
  Vito Walter Anelli, Alejandro Bellogin, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Eugenio Di Sciascio, Tommaso Di Noia
- Investigating Monotone Abstractions (Discussion Paper) 522-529
  Gianluca Cima, Marco Console, Maurizio Lenzerini, Antonella Poggi
- Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Cardinality-Based Repairs (Discussion Paper) 530-537
  Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavičius
- SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations (Discussion Paper) 538-545
  Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia

### Explainable AI, Ethics and Fairness of Data

- Credit Score Prediction Relying on Machine Learning (Discussion Paper) 546-553
  Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì
- Bias Score: Estimating Gender Bias in Sentence Representations (Discussion Paper) 554-561
  Fabio Azzalini, Tommaso Dolci, Mara Tanelli
- Functional Dependencies to Mitigate Data Bias (Discussion Paper) 562-569
  Fabio Azzalini, Chiara Criscuolo, Letizia Tanca
- Accounting for Bossy Users in Context-Aware Group Recommendations (Discussion Paper) 570-577
  Davide Azzalini, Elisa Quintarelli, Emanuele Rabosio, Letizia Tanca
- Gender Discriminatory Language Identification with an Hybrid Algorithm based on Syntactic Rules and Machine Learning (Discussion Paper) 578-585
  Valerio Bellandi, Stefano Siccardi
- A Federated Cloud Solution for Transnational Mobility Data Sharing (Discussion Paper) 586-592
  Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani
- Cross-Social Network Investigation to Highlight Privacy Violations in Data Sharing Activities (Discussion Paper) 593-600
  Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Simone Michele Gambardella, Giuseppe Polese
- Risk Analysis for Unsupervised Privacy-Preserving Tools (Discussion Paper) 601-609
  Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian

### Doctoral Consortium

- Recent Advancements on Bio-Inspired Hebbian Learning for Deep Neural Networks 610-615
  Gabriele Lagani
- A Research on Data Lakes and their Integration Challenges 616-621
  Davide Piantella
- An XAI Framework for Automated Allocation and Exploitation of Resources 622-626
  Diego Marcia
- Task-Driven Big Data Integration 627-632
  Luca Zecchini

2022-07-21: submitted by Valentina Bartalesi, metadata incl. bibliographic data published under Creative Commons CC0
2022-08-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|