Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

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Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics is written by Atsushi Nara and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3030830101 (ISBN 10) and 9783030830106 (ISBN 13).

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.