國立虎尾科技大學 |

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

Record Type:	Language materials, printed : 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.
Description:	XX, 283 p. 86 illus., 80 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Human geography. -
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. - 1st ed. 2021. - XX, 283 p. 86 illus., 80 illus. in color.online resource. - 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:

571437
Human geography.

LC Class. No.: GF1-900

Dewey Class. No.: 304.2

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics
LDR:04031nam a22004095i 4500 001 1049055
003 DE-He213
005 20210920204524.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030830106 $9 978-3-030-83010-6
024 7 $a 10.1007/978-3-030-83010-6 $2 doi
035 $a 978-3-030-83010-6
050 4 $a GF1-900
072 7 $a RGC $2 bicssc
072 7 $a SOC015000 $2 bisacsh
072 7 $a RGC $2 thema
082 0 4 $a 304.2 $2 23
245 1 0 $a Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics $h [electronic resource] / $c edited by Atsushi Nara, Ming-Hsiang Tsou.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XX, 283 p. 86 illus., 80 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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 Human geography. $3 571437
650 0 $a Geographical information systems. $3 1254121
650 0 $a Big data. $3 981821
650 0 $a Social media. $3 780265
650 1 4 $a Human Geography. $3 670481
650 2 4 $a Geographical Information Systems/Cartography. $3 670563
650 2 4 $a Big Data. $3 1017136
650 2 4 $a Social Media. $3 1106917
700 1 $a Nara, Atsushi. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1353090
700 1 $a Tsou, Ming-Hsiang. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1353091
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030830090
776 0 8 $i Printed edition: $z 9783030830113
776 0 8 $i Printed edition: $z 9783030830120
830 0 $a Human Dynamics in Smart Cities, $x 2523-7780 $3 1289299
856 4 0 $u https://doi.org/10.1007/978-3-030-83010-6
912 $a ZDB-2-SLS
912 $a ZDB-2-SXS
950 $a Social Sciences (SpringerNature-41176)
950 $a Social Sciences (R0) (SpringerNature-43726)