Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics by Atsushi Nara
English | PDF,EPUB | 2021 | 295 Pages | ISBN : 3030830098 | 57.1 MB
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.