Computational Movement Analysis
tarafından
Laube, Patrick. author.
Başlık
:
Computational Movement Analysis
Yazar
:
Laube, Patrick. author.
ISBN
:
9783319102689
Yazar
:
Laube, Patrick. author.
Fiziksel Niteleme
:
XIII, 87 p. 22 illus. online resource.
Seri
:
SpringerBriefs in Computer Science,
İçindekiler
:
Introduction -- Movement spaces and movement traces -- Movement mining -- Decentralized movement analysis -- Grand challenges in Computational Movement Analysis.
Özet
:
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.
Konu Başlığı
:
Computer science.
Transportation.
Data mining.
Geographical information systems.
Regional economics.
Spatial economics.
Data Mining and Knowledge Discovery.
Geographical Information Systems/Cartography.
Regional/Spatial Science.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 21478-1001 | QA76.9 .D343 | Springer E-Book Collection |