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ORCID30th SEBD 2022: Tirrenia, Italy
- Giuseppe Amato, Valentina Bartalesi, Devis Bianchini, Claudio Gennaro, Riccardo Torlone:
Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022. CEUR Workshop Proceedings 3194, CEUR-WS.org 2022
Invited Talks
- Anastasia Ailamaki:
Runtime-Optimized Analytics. i - Stéphane Grumbach:
From Database Systems to Global Platforms: Cyberspace and the new Rules of Geopolitics. ii
Tutorial
- Franco Maria Nardini, Salvatore Trani:
A Pragmatic Approach to Neural Information Retrieval. iii
Taste of Time Award
- Silvana Castano, Valeria De Antonellis, Maria Grazia Fugini, Barbara Pernici:
Techniques for the Analysis of Conceptual Schema. iv - Giansalvatore Mecca:
Querying Genome Databases. v
Data Extraction, Integration and Visualization
- Roger Voyat, Valter Crescenzi, Paolo Merialdo:
OpenTRIAGE: Entity Linkage for Detail Webpages. 1-12 - Luigi De Lucia, Guglielmo Faggioli, Nicola Ferro, Fabio Orobelli:
Extracting a Unified Database from Heterogeneous Bills of Materials via Data Integration Approaches. 13-24 - Chiara Rucco, Antonella Longo, Marco Zappatore:
Towards an Italian Energy Data Space. 25-35 - Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Verónika Peralta, Stefano Rizzi:
Describing Multidimensional Data Through Highlights. 36-43 - Ada Bagozi, Devis Bianchini, Anisa Rula:
A Multi-Perspective Data Model for Cyber Physical Production Networks. 44-51 - Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini
, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi:
Progressive Entity Resolution with Node Embeddings. 52-60 - Ilaria Bartolini, Andrea Di Luzio:
Active E-Learning by Doing with ALDO. 61-68 - Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra:
Landmark Explanation: a Tool for Entity Matching. 69-76 - Federico Maria Scafoglieri, Alessandra Monaco, Giulia Neccia, Domenico Lembo, Alessandra Limosani, Francesca Medda:
Automatic Information Extraction from Investment Product Documents. 77-84 - Diego Calvanese, Avigdor Gal, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga:
Conceptually-grounded Mapping Patterns for Virtual Knowledge Graphs. 85-92
(Big) Data Governance
- Matteo Lissandrini, Tomer Sagi, Torben Bach Pedersen, Katja Hose:
Understanding RDF Data Representations in Triplestores. 93-100 - Mohamed-Amine Baazizi, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani, Stefanie Scherzinger:
The Usage of Negation in Real-World JSON Schema Documents. 101-108 - Matteo Mordacchini, Luca Ferrucci, Emanuele Carlini, Hanna Kavalionak, Massimo Coppola, Patrizio Dazzi:
Energy and QoE aware Placement of Applications and Data at the Edge. 109-116 - Roberto Trasarti, Valerio Grossi, Michela Natilli, Beatrice Rapisarda:
SoBigData RI: European Integrated Infrastructure for Social Mining and Big Data Analytics. 117-124 - Patrizio Dazzi, Valerio Grossi, Roberto Trasarti:
Workflows for Bringing Data Science on the Cloud/Edge Computing Continuum. 125-132 - Stefano Marchesin, Gianmaria Silvello:
Exploiting Curated Databases to Train Relation Extraction Models for Gene-Disease Associations. 133-140 - Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Imputation of Missing Values through Profiling Metadata. 141-148 - Camilla Sancricca, Cinzia Cappiello:
Supporting the Design of Data Preparation Pipelines. 149-158 - Marco Calautti, Ester Livshits, Andreas Pieris, Markus Schneider:
Counting Database Repairs Entailing a Query: The Case of Functional Dependencies. 159-166
Data for Smart Society
- Areeba Umair, Elio Masciari:
A Survey of Sentimental Analysis Methods on COVID-19 Research. 167-174 - Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli:
MAT-Builder: a System to Build Semantically Enriched Trajectories. 175-182 - Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili:
A Network-based Model and a Related Approach to Represent and Handle the Semantics of Comments in a Social Network. 183-190 - Andrea Rossi, Donatella Firmani, Paolo Merialdo, Tommaso Teofili:
Explaining Link Prediction with Kelpie. 191-198 - Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso:
Predicting Vehicles Parking Behaviour for EV Recharge Optimization. 199-206 - Lucio La Cava, Sergio Greco, Andrea Tagarelli:
Discovering the Landscape of Decentralized Online Social Networks through Mastodon. 207-214 - Carlo Bono, Barbara Pernici:
Extracting Large Scale Spatio-Temporal Descriptions from Social Media. 215-222 - Federica Rollo, Laura Po, Giovanni Bonisoli:
Online News Event Extraction for Crime Analysis. 223-230
Knowledge, Ontologies and Reasoning on Data
- Silvana Castano, Alfio Ferrara, Stefano Montanelli, Francesco Periti:
Semantic Shift Detection in Vatican Publications: a Case Study from Leo XIII to Francis. 231-243 - Claudia Diamantini, Tarique Khan, Domenico Potena, Emanuele Storti:
Shared Metrics of Sustainability: a Knowledge Graph Approach. 244-255 - Stefano Ferilli, Domenico Redavid, Davide Di Pierro:
LPG-based Ontologies as Schemas for Graph DBs. 256-267 - Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin:
A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. 268-275 - Peter Buneman, Dennis Dosso, Matteo Lissandrini, Gianmaria Silvello:
Expanding the Citation Graph for Data Citations. 276-283 - Marco Calautti, Luciano Caroprese, Sergio Greco, Cristian Molinaro, Irina Trubitsyna, Ester Zumpano:
Active Integrity Constraints with Existential Quantification. 284-291 - Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Paolo Atzeni:
Reasoning in Warded Datalog+/- with Harmful Joins. 292-299 - Luigi Bellomarini, Davide Benedetto, Emanuel Sallinger:
An Overview of Vadalog: a System for Reasoning over Large Knowledge Graphs. 300-308 - Valeria Fionda, Gianluigi Greco, Marco Antonio Mastratisi:
Reasoning about Smart Contracts via LTL Encoding. 309-316
Machine Learning and Data Mining
- Hanna Kavalionak, Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini, Massimo Coppola:
Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence. 317-324 - Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili:
Mapping and Compressing a Convolutional Neural Network through a Multilayer Network. 325-332 - Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti:
Ambiguity Detection and Textual Claims Generation from Relational Data. 333-340 - Giuseppe Manco, Ettore Ritacco, Antonino Rullo, Domenico Saccà, Edoardo Serra:
Generating Synthetic Discrete Datasets with Machine Learning. 341-350 - Paolo Mignone, Gianvito Pio, Michelangelo Ceci:
Distributed Heterogeneous Transfer Learning. 351-358 - Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for viral pneumonia chest X-ray Classification. 359-366 - Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco:
Towards Extreme Multi-Label Classification of Multimedia Content. 367-374 - Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Raffaele Perego, Nicola Tonellotto:
Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy. 375-382
Data Analysis
- Andrea Failla, Salvatore Citraro, Giulio Rossetti:
Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study. 383-391 - Davide Ferrari, Federica Mandreoli, Federico Motta, Paolo Missier:
Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions. 392-403 - Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo:
Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm. 404-414
Data Clustering and Partitioning
- Richard Connor, Alan Dearle, Lucia Vadicamo:
Investigating Binary Partition Power in Metric Query. 415-426 - Barbara Puccio, Ugo Lomoio, Luisa Di Paola, Pietro Hiram Guzzi, Pierangelo Veltri:
Annotating Protein Structures for Understanding SARS-CoV-2 Interactome. 427-436 - Devis Bianchini, Valeria De Antonellis, Massimiliano Garda:
In-Vehicle Big Data Exploration for Road Maintenance. 437-444 - Domenico Mandaglio, Andrea Tagarelli, Francesco Gullo:
Correlation Clustering: from Local to Global Constraints. 445-452 - Carlo Andrea Biraghi, Emilia Lenzi, Maristella Matera, Massimo Tadi, Letizia Tanca:
SiMBA: Systematic Clustering-Based Methodology to Support Built Environment Analysis. 453-460 - Arianna Anniciello, Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella:
Clustered Majority Judgement. 461-472
Recommender Systems, Query Answering and Processing
- Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone:
Helping Wine Lovers With Taxonomies. 473-480 - Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius:
Query Answer Explanations under Existential Rules. 481-488 - Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro:
Explanations for Inconsistency-Tolerant Query Answering under Existential Rules. 489-496 - Mahsa Shekari, Alireza Javadian Sabet, Chaofeng Guan, Matteo Rossi, Fabio Alberto Schreiber, Letizia Tanca:
Personalized Context-Aware Recommender System for Travelers. 497-504 - Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino:
Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs. 505-513 - Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Eugenio Di Sciascio, Tommaso Di Noia:
The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models. 514-521 - Gianluca Cima, Marco Console, Maurizio Lenzerini, Antonella Poggi:
Investigating Monotone Abstractions. 522-529 - Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius:
Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Cardinality-Based Repairs. 530-537 - Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia:
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations. 538-545
Explainable AI, Ethics and Fairness of Data
- Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì:
Credit Score Prediction Relying on Machine Learning. 546-553 - Fabio Azzalini, Tommaso Dolci, Mara Tanelli:
Bias Score: Estimating Gender Bias in Sentence Representations. 554-561 - Fabio Azzalini, Chiara Criscuolo, Letizia Tanca:
Functional Dependencies to Mitigate Data Bias. 562-569 - Davide Azzalini, Elisa Quintarelli, Emanuele Rabosio, Letizia Tanca:
Accounting for Bossy Users in Context-Aware Group Recommendations. 570-577 - Valerio Bellandi, Stefano Siccardi:
Gender Discriminatory Language Identification with an Hybrid Algorithm based on Syntactic Rules and Machine Learning. 578-585 - Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani:
A Federated Cloud Solution for Transnational Mobility Data Sharing. 586-592 - Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese:
Cross-Social Network Investigation to Highlight Privacy Violations in Data Sharing Activities. 593-600 - Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian:
Risk Analysis for Unsupervised Privacy-Preserving Tools. 601-609
Doctoral Consortium
- Gabriele Lagani:
Recent Advancements on Bio-Inspired Hebbian Learning for Deep Neural Networks. 610-615 - Davide Piantella:
A Research on Data Lakes and their Integration Challenges. 616-621 - Diego Marcia:
An XAI Framework for Automated Allocation and Exploitation of Resources. 622-626 - Luca Zecchini:
Task-Driven Big Data Integration. 627-632
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