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ORCIDitaDATA 2022: Milan, Italy
- Marco Anisetti, Angela Bonifati, Nicola Bena, Claudio A. Ardagna, Donato Malerba:
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), Milan, Italy, September 20-21, 2022. CEUR Workshop Proceedings 3340, CEUR-WS.org 2023
Session 1 - User-Centric Big Data
- Mohammad Nur Nobi, Ram Krishnan, Ravi S. Sandhu:
Adversarial Attacks in Machine Learning Based Access Control. 3-14 - Matteo Bottin, Paolo Mocellin, Chiara Vianello, Giulio Rosati, Giuseppe Maschio:
Safe Egress Scenario Detection: from Baseline to Active Events. 15-26 - Luca Consalvi, Walter Didimo, Giuseppe Liotta, Fabrizio Montecchiani:
In-browser Visualization of Large-scale Graphs. 27-38
Session 2 - Big Data and AI I
- Paolo Mignone, Donato Malerba, Michelangelo Ceci:
Anomaly Detection for Physical Threat Intelligence. 39-50 - Francesca Zampino, Antonella Longo, Marco Zappatore:
A User-Centered Approach to Create Realistic Datasets for AI. Case Study: Creditworthiness in the Banking Sector. 51-62 - Beniamino Di Martino, Antonio Esposito, Michele Di Giovanni:
A Semantic Rule Based Expert System for the Discovery and Composition of Cloud Services. 63-74
Session 3 - Big Data and AI II
- Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione:
Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society. 75-86 - Giuseppina Andresini, Andrea Iovine, Roberto Gasbarro, Marco Lomolino, Marco de Gemmis, Annalisa Appice:
Review Spam Detection using Multi-View Deep Learning Combining Content and Behavioral Features. 87-98 - Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci:
Benchmarking FedAvg and FedCurv for Image Classification Tasks. 99-110
Session 4 - Big Data Lakes and Databases
- Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone:
Conceptual Constraints for Data Quality in Data Lakes. 111-122 - Bahne Christiansen, Uwe Neuhaus, Michael Schulz, Adrian Hargreaves, Antinisca Di Marco, Guido Proietti, Fabrizio Rossi, Giovanni Stilo, Mark H. Haney, Andrew Duncan, Daniele Tessera, Tilman Todt, Andreas Brandenberg, Patricia Feubli:
A Manifesto for Applied Data Science - Reasoning from a Business Perspective. 123-131 - Carlo Cavazzoni, Chiara Francalanci, Paolo Giacomazzi, Nicolò Magini, Roberto Morelli, Paolo Ravanelli:
Benchmarking AyraDB Next-Generation Database on Davinci-1 Super-Computer. 132-143
Session 5 - Novel Applications of Big Data
- Andrea Bianchi, Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Alessandro Di Matteo, Jessica Léone, Giulia Scoccia, Giovanni Stilo, Luca Traini:
DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. 144-155 - Marco Arazzi, Marco Ferretti, Antonino Nocera:
Analysis of Video Lessons: a Case for Smart indexing and Topic Extraction. 156-167 - Cheick Tidiane Ba, Alessia Galdeman, Manuel Dileo, Christian Quadri, Matteo Zignani, Sabrina Gaito:
Web3 Social Platforms: Modeling, Mining and Evolution. 168-179
Session 6 - Extended Presentations
- Maurizio Atzori:
Extracting Data from Text and Querying it via KGQA and BESt Queries. 180-187 - Antonio Maratea, Angelo Ciaramella, Rita Perna:
The Journal Pattern for Streaming Data. 188-199 - Chiara Accinelli, Barbara Catania, Giovanna Guerrini:
Coverage-based Queries: Nondiscrimination Awareness in Data Transformation. 200-211
Best PhD Thesis Award
- Anna Bernasconi:
A Sound and Repeatable Approach to Building Integrated Repositories of Genomic Data. 212-213
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