
Computational Movement Analysis
Patrick Laube(Author)
Springer (Publisher)
Published on 12. September 2014
Book
Paperback/Softback
XIII, 87 pages
978-3-319-10267-2 (ISBN)
Description
This SpringerBrief discusses the characteristics of spatiotemporal movement data, including uncertainty and scale. It investigates three core aspects of Computational Movement Analysis: Conceptual modeling of movement and movement spaces, spatiotemporal analysis methods aiming at a better understanding of movement processes (with a focus on data mining for movement patterns), and using decentralized spatial computing methods in movement analysis. The author presents Computational Movement Analysis as an interdisciplinary umbrella for analyzing movement processes with methods from a range of fields including GIScience, spatiotemporal databases and data mining. Key challenges in Computational Movement Analysis include bridging the semantic gap, privacy issues when movement data involves people, incorporating big and open data, and opportunities for decentralized movement analysis arising from the internet of things. The interdisciplinary concepts of Computational Movement Analysis make this an important book for professionals and students in computer science, geographic information science and its application areas, especially movement ecology and transportation research.
More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Research
Illustrations
22 s/w Abbildungen
XIII, 87 p. 22 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 7 mm
Weight
172 gr
ISBN-13
978-3-319-10267-2 (9783319102672)
DOI
10.1007/978-3-319-10268-9
Schweitzer Classification
Other editions
Additional editions

Patrick Laube
Computational Movement Analysis
E-Book
09/2014
1st Edition
Springer
€53.49
Available for download
Content
Introduction.- Movement spaces and movement traces.- Movement mining.- Decentralized movement analysis.- Grand challenges in Computational Movement Analysis.