Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics (1st ed. 2021) (Human Dynamics in Smart Cities)

By: Atsushi Nara and Ming-Hsiang Tsou

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783030830106
Related ISBNs:: 9783030830090
Publisher:: Springer International Publishing
Date of Addition:: 10/22/21
Copyrighted By:: Springer Nature Switzerland AG
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Social Studies, Earth Sciences
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Atsushi Nara
Edited by:: Ming-Hsiang Tsou