Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics(Human Dynamics in Smart Cities)

利用社交媒体与地理空间数据分析增强人类动力学研究

地理学

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作      者
出  版 社
出版时间
2021年11月24日
装      帧
精装
ISBN
9783030830090
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页      码
306
语      种
英文
版      次
2021
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图书简介
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.
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