Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics (Hardcover, 1st ed. 2021)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Human Dynamics in Smart Cities
Release date:	October 2021
First published:	2021
Editors:	Atsushi Nara • Ming-Hsiang Tsou
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	283
Edition:	1st ed. 2021
ISBN-13:	978-3-03-083009-0
Categories:	Books > Reference & Interdisciplinary > Communication studies > Media studies Books > Earth & environment > Geography > Human geography > General Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Geographical information systems (GIS) Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Remote sensing Books > Computing & IT > Applications of computing > Databases > General Promotions
LSN:	3-03-083009-8
Barcode:	9783030830090

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