Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics
Häftad, Engelska, 2022
1 979 kr
Beställningsvara. Skickas inom 7-10 vardagar
Fri frakt för medlemmar vid köp för minst 249 kr.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.
Produktinformation
- Utgivningsdatum2022-09-22
- Mått155 x 235 x undefined mm
- SpråkEngelska
- SerieHuman Dynamics in Smart Cities
- Antal sidor283
- FörlagSpringer Nature Switzerland AG
- EAN9783030830120