Mobility Data

Mobility Data
Author: Chiara Renso
Publisher: Cambridge University Press
Total Pages: 393
Release: 2013-10-14
Genre: Computers
ISBN: 1107292360


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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.


Mobility Data
Language: en
Pages: 393
Authors: Chiara Renso
Categories: Computers
Type: BOOK - Published: 2013-10-14 - Publisher: Cambridge University Press

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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
Mobility Patterns, Big Data and Transport Analytics
Language: en
Pages: 0
Authors: Constantinos Antoniou
Categories: Social Science
Type: BOOK - Published: 2018-11-27 - Publisher: Elsevier

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Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predic
Mobility, Data Mining and Privacy
Language: en
Pages: 415
Authors: Fosca Giannotti
Categories: Computers
Type: BOOK - Published: 2008-01-12 - Publisher: Springer Science & Business Media

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Mobile communications and ubiquitous computing generate large volumes of data. Mining this data can produce useful knowledge, yet individual privacy is at risk.
Mobility Data-Driven Urban Traffic Monitoring
Language: en
Pages: 75
Authors: Zhidan Liu
Categories: Computers
Type: BOOK - Published: 2021-05-18 - Publisher: Springer Nature

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This book introduces the concepts of mobility data and data-driven urban traffic monitoring. A typical framework of mobility data-based urban traffic monitoring
Handbook of Mobility Data Mining, Volume 2
Language: en
Pages: 212
Authors: Haoran Zhang
Categories: Business & Economics
Type: BOOK - Published: 2023-01-29 - Publisher: Elsevier

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Handbook of Mobility Data Mining, Volume Two: Mobility Analytics and Prediction introduces the fundamental technologies of mobile big data mining (MDM), advance