Mobility Data (eBook, ePUB)

Modeling, Management, and Understanding
Redaktion: Renso, Chiara

• Format: ePub

Produktbeschreibung

Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts, models, and tools to comprehend mobility data and make it manageable for these applications. This book surveys the myriad facets of mobility data, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis, with a specific focus on monitoring people in motion (drivers, airplane passengers, crowds, and even animals in the wild). Written by a renowned group of worldwide experts, it presents a consistent framework that facilitates understanding of all these different facets, from basic definitions to state-of-the-art concepts and techniques, offering both researchers and professionals a thorough understanding of the applications and opportunities made possible by the development of mobility data.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 14. Oktober 2013
• Englisch
• ISBN-13: 9781107289598
• Artikelnr.: 52991459

Inhaltsangabe

Part I. Mobility Data Modeling and Representation: 1. Trajectories and
behavior representation: an overview Stefano Spaccapietra, Christine Parent
and Laura Spinsanti; 2. Trajectory collection and reconstruction Gerasimos
Marketos, Maria Damiani, Nikos Pelekis, Yannis Theodoridis and Zhixian Yan;
3. Trajectory databases Ralf Hartmut Güting, Christian Düntgen and Thomas
Behr; 4. Trajectory data warehousing Alejandro Vaisman and Esteban Zimányi;
5. Mobility and uncertainty Claudio Silvestri, Esteban Zimányi and
Alessandra Raffaetà; Part II. Mobility Data Understanding: 6. Mobility data
mining Mirco Nanni; 7. Understanding human mobility using mobility data
mining Chiara Renso and Roberto Trasarti; 8. Visual analytics of movement:
a review of methods, tools, and procedures Natalia Andrienko and Gennady
Andrienko; 9. Mobility data and privacy Dino Pedreschi and Anna Monreale;
Part III. Mobility Applications: 10. Car traffic monitoring Davy Janssens,
Salvatore Rinzivillo and Mirco Nanni; 11. Maritime applications Thomas
Devogele, Laurent Etienne, Cyril Ray and Christophe Claramunt; 12. Air
traffic analysis Christophe Hurter, Gennady Andrienko, Natalia Andrienko,
Ralf Güting and Mahmoud Sakr; 13. Animal movement Stefano Focardi and
Francesca Cagnacci; 14. Person monitoring with Bluetooth tracking Mathias
Versichele, Tijs Neutens and Nico Van de Weghe; Part IV. Future Challenges
and Conclusions: 15. A complexity science perspective on human mobility
Fosca Giannotti, Luca Pappalardo, Dino Pedreschi and Dashun Wang; 16.
Mobility and geo-social networks Laura Spinsanti, Michele Berlingerio and
Luca Pappalardo; 17. Conclusions Chiara Renso, Stefano Spaccapietra and
Esteban Zimanyi.