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Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

by Atsushi Nara and Ming-Hsiang Tsou
Hardback
Publication Date: 21/09/2021

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This book discusses theoretical backgrounds, techniques and methodologies, and applications of the current state-of-the-art human dynamics research utilizing social media and geospatial big data. It describes various forms of social media and big data with location information, theory development, data collection and management techniques, and analytical methodologies to conduct human dynamics research including geographic information systems (GIS), spatiotemporal data analytics, text mining and semantic analysis, machine learning, trajectory data analysis, and geovisualization. The book also covers applied interdisciplinary research examples ranging from disaster management, public health, urban geography, and spatiotemporal information diffusion. By providing theoretical foundations, solid empirical research backgrounds, techniques, and methodologies as well as application examples from diverse interdisciplinary fields, this book will be a valuable resource to students, researchers and practitioners who utilize or plan to employ social media and big data in their work.
ISBN:
9783030830090
9783030830090
Category:
Human geography
Format:
Hardback
Publication Date:
21-09-2021
Publisher:
Springer Nature Switzerland AG
Country of origin:
Switzerland
Pages:
283
Dimensions (mm):
235x155mm
Weight:
0.62kg

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