Mobility Data Management and Exploration

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Pelekis, Nikos (Autor), Theodoridis, Yannis (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Database management.
Data mining.
Data protection.
Database Management.
Data Mining and Knowledge Discovery.
Data and Information Security.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares