Flesca, Sergio
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
Part I. Big Data
1. The Visual Side of the Data
Marco Angelini, Tiziana Catarci, Massimo Mecella, Giuseppe Santucci
2. Digital Libraries: From Digital Resources to Challenges in Scientific Data Sharing and Re-Use
Maristella Agosti, Nicola Ferro, Gianmaria Silvello
3. From Data Integration to Big Data Integration
Sonia Bergamaschi, Domenico Beneventano, Federica Mandreoli, Riccardo Martoglia, Francesco Guerra, Mirko Orsini, Laura Po, Maurizio Vincini, Giovanni Simonini, Song Zhu, Luca Gagliardelli, Luca Magnotta
4. Matching Techniques for Data Integration and Exploration: From Databases to Big Data
Silvana Castano, Alfio Ferrara, Stefano Montanelli
5. 25 6. From Star Schemas to Big Data: 20 7. A Short Account of Techniques for Assisting Users in Mastering Big Data Part II. Incomplete/Inconsistent Data and Uncertain Reasoning 8. Multimedia, Similarity, and Preferences: Adding Flexibility to Your Information Needs 9. Dealing with Inconsistency in Databases: An Overview 10. First-Order Ontology Mediated Database Querying via Query Reformulation 11. Using Ontologies for Semantic Data Integration 12. Schema Mappings: From Data Translation to Data Cleaning Part III. Data Modeling and Querying 13. Data Modeling Across the Evolution of Database Technology 14. Modeling, Modeling, Modeling: From Web to Enterprise to Crowd to Social 15. Structural Decomposition Methods: Key Notions and Database Applications 16. Multimedia Data Modeling and Management Part IV. Knowledge Discovery and Data Mining 17. How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science 18. A Tour from Regularities to Exceptions 19. Relational Data Mining in the Era of Big Data 20. Data Mining in Databases: Languages and Indices 21. 20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions 22. Services Discovery and Recommendation for Multi-datasource Access: Exploiting Semantic and Social Technologies 23. Data Semantics Meets Knowledge Discovery in Databases 24. Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems Part V. Security, Privacy and Health Systems 25. Big Data Security and Privacy 26. Not Only Databases: Social Data and Cybersecurity Perspective 27. Confidentiality Protection in Large Databases 28. Database Community and Health Related Data: Experiences Through the Last Decade 29. From Rome to Milan, from Appennines to Alps, from Data to Big Data Avainsanat: Engineering, Computational Intelligence, Big Data, Artificial Intelligence (incl. Robotics), Big Data/Analytics, Data Mining and Knowledge Discovery
Davide Martinenghi, Elisa Quintarelli, Fabio A. Schreiber, Letizia Tanca
Ilaria Bartolini, Paolo Ciaccia, Marco Patella
Marco Calautti, Luciano Caroprese, Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Sergio Greco, Cristian Molinaro, Francesco Parisi, Andrea Pugliese, Domenico Saccà, Irina Trubitsyna, Ester Zumpano
Diego Calvanese, Enrico Franconi
Giuseppe Giacomo, Domenico Lembo, Maurizio Lenzerini, Antonella Poggi, Riccardo Rosati
Giansalvatore Mecca, Paolo Papotti, Donatello Santoro
Paolo Atzeni, Luca Cabibbo, Riccardo Torlone
Marco Brambilla, Stefano Ceri
G. Greco, N. Leone, F. Scarcello, G. Terracina
Vincenzo Moscato, Antonio Picariello
G. Amato, L. Candela, D. Castelli, A. Esuli, F. Falchi, C. Gennaro, F. Giannotti, A. Monreale, M. Nanni, P. Pagano, L. Pappalardo, D. Pedreschi, F. Pratesi, F. Rabitti, S. Rinzivillo, G. Rossetti, S. Ruggieri, F. Sebastiani, M. Tesconi
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Ursino
Annalisa Appice, Michelangelo Ceci, Donato Malerba
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Rosa Meo
Stefano Basta, Giuseppe Manco, Elio Masciari, Luigi Pontieri
Devis Bianchini, Valeria Antonellis, Michele Melchiori
Claudia Diamantini, Domenico Potena, Emanuele Storti
Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alessandra Raffaetà, Chiara Renso, Claudio Silvestri
Elisa Bertino, Elena Ferrari
Francesco Buccafurri, Gianluca Lax, Serena Nicolazzo, Antonino Nocera
Sabrina Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
Pietro H. Guzzi, Giuseppe Tradigo, Pierangelo Veltri
Carlo Batini
- Toimittaja
- Flesca, Sergio
- Greco, Sergio
- Masciari, Elio
- Saccà, Domenico
- Julkaisija
- Springer
- Julkaisuvuosi
- 2018
- Kieli
- en
- Painos
- 1
- Sarja
- Studies in Big Data
- Sivumäärä
- 9 sivua
- Kategoria
- Tekniikka, energia, liikenne
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319618937
- Painetun ISBN
- 978-3-319-61892-0