Mobility Data Management and Exploration

Authors: Pelekis, Nikos, Theodoridis, Yannis

  • Integrates mobility data handling processes to meet real-world application requirements
  • Supports practical applications with supplementary software (Hermes MOD engine)
  • Presents real case studies to validate applications
  • Includes sample exercises, sample project proposals and parallel teaching slides
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eBook $59.99
price for USA (gross)
  • ISBN 978-1-4939-0392-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $79.99
price for USA
  • ISBN 978-1-4939-0391-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $79.99
price for USA
  • ISBN 978-1-4939-4510-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this Textbook

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 mobility data: collecting and cleansing data, storage in Moving Object Database (MOD) engines, indexing, processing, analyzing and mining mobility data. Emerging issues, such as semantic and privacy-aware querying and mining as well as distributed data processing, are also covered. Theoretical presentation is smoothly interchanged with hands-on exercises and case studies involving an actual MOD engine. The authors are established experts who address both theoretical and practical dimensions of the field but also present valuable prototype software. The background context, clear explanations and sample exercises make this an ideal textbook for graduate students studying database management, data mining and geographic information systems.

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Table of contents (13 chapters)

  • Introduction

    Pelekis, Nikos (et al.)

    Pages 3-20

  • Background on Spatial Data Management and Exploration

    Pelekis, Nikos (et al.)

    Pages 21-47

  • Modeling and Acquiring Mobility Data

    Pelekis, Nikos (et al.)

    Pages 51-73

  • Mobility Database Management

    Pelekis, Nikos (et al.)

    Pages 75-99

  • Moving Object Database Engines

    Pelekis, Nikos (et al.)

    Pages 101-118

Buy this book

eBook $59.99
price for USA (gross)
  • ISBN 978-1-4939-0392-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $79.99
price for USA
  • ISBN 978-1-4939-0391-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $79.99
price for USA
  • ISBN 978-1-4939-4510-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Mobility Data Management and Exploration
Authors
Copyright
2014
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4939-0392-4
DOI
10.1007/978-1-4939-0392-4
Hardcover ISBN
978-1-4939-0391-7
Softcover ISBN
978-1-4939-4510-8
Edition Number
1
Number of Pages
XV, 300
Number of Illustrations and Tables
157 b/w illustrations
Topics