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Nara, Atsushi.

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Empowering human dynamics research with social media and geospatial data analytics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Empowering human dynamics research with social media and geospatial data analytics/ edited by Atsushi Nara, Ming-Hsiang Tsou.
other author:	Nara, Atsushi.
Published:	Cham :Springer International Publishing : : 2021.,
Description:	xx, 283 p. :ill., digital ;24 cm.
[NT 15003449]:	Chapter 1. Introduction(Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou) -- Chapter 2. Theoretical Perspectives(Dr. Brian Spitzberg and Dr. Lourdes Martinez) -- Chapter 3. Techniques and Methodologies: Social Media Data and Big Data(Dr. Jiue-An Yang) -- Chapter 4. Techniques and Methodologies: Data Collection and Management(Dr. Xinyue Ye or Dr. Ming-Hsiang) -- Chapter 5. Techniques and Methodologies: Data Analytics I(Dr. Jae Hyun Lee or Fang Fang) -- Chapter 6. Techniques and Methodologies: Data Analytics II(Dr. Xuan Shi) -- Chapter 7. Applications: Disaster Management and Response(Dr. Jonathan Cinnamon or Dr. Xinyue Ye or Dr. Xuan Shi) -- Chapter 8. Applications: Public Health: Cancer Disparities(Dr. Caroline Thompson & Chanwoo Jin) -- Chapter 9. Applications: Public Health: Health Behaviour(Dr. Eric Shook or Dr. Bo Zhao or Dr. Atsushi Nara & Luo Nana) -- Chapter 10. Applications: Urban Geography: Smart Cities and Transportation(Dr. Andrew Crooks or Dr. Sahar Ghanipoor Machiani & Dr. Arash Jahangiri or Chanwoo Jin) -- Chapter 11. Applications: Urban Geography: Urban Dynamics and Gentrification(Dr. Tuuli Toivonen or Chen Xu or Dr. Atsushi Nara & Cheng-Chia Huang) -- Chapter 12. Applications: Political Debates(Dr. Monica Stephens or Dr. Kang Aetti or Dr. May Yuan & Jaehee Park) -- Chapter 13. Applications: Information Diffusion(Jaehee Park or Dr. Brian Spitzberg and/or Dr. Lourdes Martinez) -- Chapter 14. Future Visions(Dr. Shih-Lung Shaw or Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou)
Contained By:	Springer Nature eBook
Subject:	Social psychology - Data processing. -
Online resource:	https://doi.org/10.1007/978-3-030-83010-6
ISBN:	9783030830106

Empowering human dynamics research with social media and geospatial data analytics
Empowering human dynamics research with social media and geospatial data analytics[electronic resource] /edited by Atsushi Nara, Ming-Hsiang Tsou. - Cham :Springer International Publishing :2021. - xx, 283 p. :ill., digital ;24 cm. - Human dynamics in smart cities,2523-7799. - Human dynamics in smart cities..

Chapter 1. Introduction(Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou) -- Chapter 2. Theoretical Perspectives(Dr. Brian Spitzberg and Dr. Lourdes Martinez) -- Chapter 3. Techniques and Methodologies: Social Media Data and Big Data(Dr. Jiue-An Yang) -- Chapter 4. Techniques and Methodologies: Data Collection and Management(Dr. Xinyue Ye or Dr. Ming-Hsiang) -- Chapter 5. Techniques and Methodologies: Data Analytics I(Dr. Jae Hyun Lee or Fang Fang) -- Chapter 6. Techniques and Methodologies: Data Analytics II(Dr. Xuan Shi) -- Chapter 7. Applications: Disaster Management and Response(Dr. Jonathan Cinnamon or Dr. Xinyue Ye or Dr. Xuan Shi) -- Chapter 8. Applications: Public Health: Cancer Disparities(Dr. Caroline Thompson & Chanwoo Jin) -- Chapter 9. Applications: Public Health: Health Behaviour(Dr. Eric Shook or Dr. Bo Zhao or Dr. Atsushi Nara & Luo Nana) -- Chapter 10. Applications: Urban Geography: Smart Cities and Transportation(Dr. Andrew Crooks or Dr. Sahar Ghanipoor Machiani & Dr. Arash Jahangiri or Chanwoo Jin) -- Chapter 11. Applications: Urban Geography: Urban Dynamics and Gentrification(Dr. Tuuli Toivonen or Chen Xu or Dr. Atsushi Nara & Cheng-Chia Huang) -- Chapter 12. Applications: Political Debates(Dr. Monica Stephens or Dr. Kang Aetti or Dr. May Yuan & Jaehee Park) -- Chapter 13. Applications: Information Diffusion(Jaehee Park or Dr. Brian Spitzberg and/or Dr. Lourdes Martinez) -- Chapter 14. Future Visions(Dr. Shih-Lung Shaw or Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou)

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.

ISBN: 9783030830106

Standard No.: 10.1007/978-3-030-83010-6doiSubjects--Topical Terms:

3518844
Social psychology
--Data processing.

LC Class. No.: HA29 / .E46 2021

Dewey Class. No.: 300.72

Empowering human dynamics research with social media and geospatial data analytics
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245 0 0 $a Empowering human dynamics research with social media and geospatial data analytics $h [electronic resource] / $c edited by Atsushi Nara, Ming-Hsiang Tsou.
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300 $a xx, 283 p. : $b ill., digital ; $c 24 cm.
490 1 $a Human dynamics in smart cities, $x 2523-7799
505 0 $a Chapter 1. Introduction(Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou) -- Chapter 2. Theoretical Perspectives(Dr. Brian Spitzberg and Dr. Lourdes Martinez) -- Chapter 3. Techniques and Methodologies: Social Media Data and Big Data(Dr. Jiue-An Yang) -- Chapter 4. Techniques and Methodologies: Data Collection and Management(Dr. Xinyue Ye or Dr. Ming-Hsiang) -- Chapter 5. Techniques and Methodologies: Data Analytics I(Dr. Jae Hyun Lee or Fang Fang) -- Chapter 6. Techniques and Methodologies: Data Analytics II(Dr. Xuan Shi) -- Chapter 7. Applications: Disaster Management and Response(Dr. Jonathan Cinnamon or Dr. Xinyue Ye or Dr. Xuan Shi) -- Chapter 8. Applications: Public Health: Cancer Disparities(Dr. Caroline Thompson & Chanwoo Jin) -- Chapter 9. Applications: Public Health: Health Behaviour(Dr. Eric Shook or Dr. Bo Zhao or Dr. Atsushi Nara & Luo Nana) -- Chapter 10. Applications: Urban Geography: Smart Cities and Transportation(Dr. Andrew Crooks or Dr. Sahar Ghanipoor Machiani & Dr. Arash Jahangiri or Chanwoo Jin) -- Chapter 11. Applications: Urban Geography: Urban Dynamics and Gentrification(Dr. Tuuli Toivonen or Chen Xu or Dr. Atsushi Nara & Cheng-Chia Huang) -- Chapter 12. Applications: Political Debates(Dr. Monica Stephens or Dr. Kang Aetti or Dr. May Yuan & Jaehee Park) -- Chapter 13. Applications: Information Diffusion(Jaehee Park or Dr. Brian Spitzberg and/or Dr. Lourdes Martinez) -- Chapter 14. Future Visions(Dr. Shih-Lung Shaw or Dr. Atsushi Nara & Dr. Ming-Hsiang Tsou)
520 $a 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.
650 0 $a Social psychology $x Data processing. $3 3518844
650 0 $a Social psychology $x Research. $3 578385
650 0 $a Social media. $3 786190
650 0 $a Geospatial data. $3 630237
650 0 $a Big data. $3 2045508
650 1 4 $a Human Geography. $3 896266
650 2 4 $a Geographical Information Systems/Cartography. $3 890881
650 2 4 $a Social Media. $3 2186794
700 1 $a Nara, Atsushi. $3 3518842
700 1 $a Tsou, Ming-Hsiang. $3 3518843
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Human dynamics in smart cities. $3 3378636
856 4 0 $u https://doi.org/10.1007/978-3-030-83010-6
950 $a Social Sciences (SpringerNature-41176)