| 书目名称 | Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics | | 编辑 | Atsushi Nara,Ming-Hsiang Tsou | | 视频video | | | 概述 | Highlights geospatial research using social media and big data.Introduces methodologies and techniques on how to handle and analyze social media and big data.Exhibits various research examples from in | | 丛书名称 | Human Dynamics in Smart Cities | | 图书封面 |  | | 描述 | .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.. | | 出版日期 | Book 2021 | | 关键词 | Social Media; Human Dynamics; Spatial and Spatiotemporal Data Analytics; Big Data; Geovisualization; GIS; | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-83010-6 | | isbn_softcover | 978-3-030-83012-0 | | isbn_ebook | 978-3-030-83010-6Series ISSN 2523-7780 Series E-ISSN 2523-7799 | | issn_series | 2523-7780 | | copyright | Springer Nature Switzerland AG 2021 |
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发表于 2025-3-21 19:42:25
