Mobility Data Management and Exploration

• Κύριοι συγγραφείς: Pelekis, Nikos (Συγγραφέας), Theodoridis, Yannis (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Θέματα: Computer science.; Computer security.; Database management.; Data mining.; Computer Science.; Database Management.; Data Mining and Knowledge Discovery.; Systems and Data Security.

This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications. It presents a step-by-step methodology to understand and exploit m...

Πίνακας περιεχομένων:

• Part I: Setting the Scene
• Introduction
• Background on spatial data management and exploration
• Part II: Mobility Data Management
• Modeling and acquiring mobility data
• Mobility database management
• Moving object database engines
• Part III
• Mobility Data Exploration
• Preparing for mobility data exploration
• Mobility data mining and knowledge discovery
• Privacy-aware mobility data exploration
• Part IV: Advanced Topics
• Semantic aspects on mobility data
• The case of big mobility data
• Part V: Epilogue-Hands-on
• Epilogue
• Hands-on with Hermes@OracleMOD
• Hands-on with Hermes@PostgresMOD.