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Enabling Smart Urban Services with GPS Trajectory Data by Chao Chen,Daqing Zhang,Yasha Wang,Hongyu Huang (auth.) is a nonfiction available to read on EtoBox.

What is Enabling Smart Urban Services with GPS Trajectory Data about?

"With the proliferation of GPS devices in daily life, trajectory data that records where and when people move is now readily available on a large scale. As one of the most typical representatives, it has now become widely recognized that taxi trajectory data provides rich opportunities to enable promising smart urban services. Yet, a considerable gap still exists between the raw data available, and the extraction of actionable intelligence. This gap poses fundamental challenges on how we can achieve such intelligence. These challenges include inaccuracy issues, large data volumes to process, and sparse GPS data, to name but a few. Moreover, the movements of taxis and the leaving trajectory data are the result of a complex interplay between several parties, including drivers, passengers, travellers, urban planners, etc. In this book, we present our latest findings on mining taxi GPS trajectory data to enable a number of smart urban services, and to bring us one step closer to the vision of smart mobility. Firstly, we focus on some fundamental issues in trajectory data mining and analytics, including data map-matching, data compression, and data protection. Secondly, driven by the re

Who reads Enabling Smart Urban Services with GPS Trajectory Data?

Author

Chao Chen,Daqing Zhang,Yasha Wang,Hongyu Huang (auth.)

Publisher

Springer Singapore : Imprint: Springer

Published

2021

Language

EN

ISBN

9789811601781

Category

nonfiction

Subjects

Computer Science, Mathematics, Science