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Flesca, Sergio

A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years

Flesca, Sergio - A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, ebook

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ISBN: 9783319618937
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Table of contents

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



Barbara Catania, Giovanna Guerrini

6. From Star Schemas to Big Data: 20



M. Golfarelli, S. Rizzi

7. A Short Account of Techniques for Assisting Users in Mastering Big Data
Davide Martinenghi, Elisa Quintarelli, Fabio A. Schreiber, Letizia Tanca

Part II. Incomplete/Inconsistent Data and Uncertain Reasoning

8. Multimedia, Similarity, and Preferences: Adding Flexibility to Your Information Needs
Ilaria Bartolini, Paolo Ciaccia, Marco Patella

9. Dealing with Inconsistency in Databases: An Overview
Marco Calautti, Luciano Caroprese, Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Sergio Greco, Cristian Molinaro, Francesco Parisi, Andrea Pugliese, Domenico Saccà, Irina Trubitsyna, Ester Zumpano

10. First-Order Ontology Mediated Database Querying via Query Reformulation
Diego Calvanese, Enrico Franconi

11. Using Ontologies for Semantic Data Integration
Giuseppe Giacomo, Domenico Lembo, Maurizio Lenzerini, Antonella Poggi, Riccardo Rosati

12. Schema Mappings: From Data Translation to Data Cleaning
Giansalvatore Mecca, Paolo Papotti, Donatello Santoro

Part III. Data Modeling and Querying

13. Data Modeling Across the Evolution of Database Technology
Paolo Atzeni, Luca Cabibbo, Riccardo Torlone

14. Modeling, Modeling, Modeling: From Web to Enterprise to Crowd to Social
Marco Brambilla, Stefano Ceri

15. Structural Decomposition Methods: Key Notions and Database Applications
G. Greco, N. Leone, F. Scarcello, G. Terracina

16. Multimedia Data Modeling and Management
Vincenzo Moscato, Antonio Picariello

Part IV. Knowledge Discovery and Data Mining

17. How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science
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

18. A Tour from Regularities to Exceptions
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Ursino

19. Relational Data Mining in the Era of Big Data
Annalisa Appice, Michelangelo Ceci, Donato Malerba

20. Data Mining in Databases: Languages and Indices
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Rosa Meo

21. 20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions
Stefano Basta, Giuseppe Manco, Elio Masciari, Luigi Pontieri

22. Services Discovery and Recommendation for Multi-datasource Access: Exploiting Semantic and Social Technologies
Devis Bianchini, Valeria Antonellis, Michele Melchiori

23. Data Semantics Meets Knowledge Discovery in Databases
Claudia Diamantini, Domenico Potena, Emanuele Storti

24. Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems
Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alessandra Raffaetà, Chiara Renso, Claudio Silvestri

Part V. Security, Privacy and Health Systems

25. Big Data Security and Privacy
Elisa Bertino, Elena Ferrari

26. Not Only Databases: Social Data and Cybersecurity Perspective
Francesco Buccafurri, Gianluca Lax, Serena Nicolazzo, Antonino Nocera

27. Confidentiality Protection in Large Databases
Sabrina Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati

28. Database Community and Health Related Data: Experiences Through the Last Decade
Pietro H. Guzzi, Giuseppe Tradigo, Pierangelo Veltri

29. From Rome to Milan, from Appennines to Alps, from Data to Big Data
Carlo Batini

Keywords: Engineering, Computational Intelligence, Big Data, Artificial Intelligence (incl. Robotics), Big Data/Analytics, Data Mining and Knowledge Discovery

Editor
 
 
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Studies in Big Data
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319618937
Printed ISBN
978-3-319-61892-0

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