Journal of the Korean Cartographic Association 2023 KCI Impact Factor : 1.34
-
pISSN : 1598-6160
- https://journal.kci.go.kr/jkca
KJCKorea
Journal Central
Theoretical Review and Quantitative Spatial Exploration of Tweet Data in the Context of Digital Divide: Case of King County, US
- Journal of the Korean Cartographic Association
- Abbr : JKCA
- 2014, 14(2), pp.89-106
- Publisher : The Korean Cartographic Association
- Research Area : Social Science > Geography > Geography in general > Cartography
1서울대학교
Accredited
ABSTRACT
Recently, with the development of IT and advancement of GIS issues, more attention is paid to creation and sharing of social media data. The tweet data generated in social media is different from the traditional geographic information, and is gradually complementing and replacing it. Notwithstanding its importance, there is little research on tweet data in terms of theoretical review and quantitative analysis in the field of geography. Based on it, the purpose of this paper is to review the issues of tweets in the context of digital divide theoretically, and then to explore the characteristics of tweet data in three aspects empirically: spatial pattern, temporal visualization, and relationship with socio-demographic factors. In the case analysis of King County, US, spatial and temporal clusters were investigated, and the urban-rural divide of tweet occurrence was identified. In addition, spatial distribution of the tweets might be related to some socio-demographic distribution such as distribution of young population, income.
Statistics
-
270 Viewed
-
1 Downloaded
Tools
Issue List
Citation status
* References for papers published after 2023 are currently being built.
[journal]
Acar, A.
/ 2011
/ Twitter for crisis communication: lessons learned from Japan’s tsunami, disaster
/ International Journal of Web Based Communities
7(3)
: 392~402
[book]
Bailey, T.
/ 1995
/ Interactive Spatial Analysis
/ Longman
[journal]
Budhathoki, N.
/ 2008
/ Reconceptualizing the role of the user of spatial infrastructure
/ GeoJournal
72
: 149~160
[journal]
Chakraborty, J.
/ 2005
/ Measuring the digital divide in the United States: race, income, and personal computer ownership
/ The Professional Geographer
57(3)
: 395~410
[journal]
최우성
/ 2014
/
Tweet Acquisition System by Considering Location Information and Tendency of Twitter User
/ Spatial Information Research
/ 한국공간정보학회
22(3)
: 1~8
[journal]
Coleman, D.
/ 2009
/ Volunteered geographic information: the nature and motivation of produsers
/ International Journal of Social Data Infrastructure
4
: 332~358
[book]
Craig, W.
/ 2002
/ Community Participation and Geographic Information Systems
/ Taylor and Francis
[journal]
Crampton, J.
/ 2008
/ Cartography: Maps 2.0
/ Progress in Human Geography
33(1)
: 91~100
[journal]
Crampton, J.
/ 2013
/ Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb
/ Cartography and Geographic Information Science
40(2)
: 130~139
[journal]
Dewan, S.
/ 2005
/ The digital divide: current and future research directions
/ Journal of the Association for Information Systems
6(12)
: 298~337
[journal]
Elwood, S.
/ 2006
/ Critical issues in participatory GIS: deconstructions, reconstructions, and new research directions
/ Transactions in GIS
10(5)
: 693~708
[journal]
Elwood, S.
/ 2008
/ Volunteered geographic information: future research, directions motivated by critical, participatory, and feminist GIS
/ GeoJournal
72
: 173~183
[journal]
Elwood, S.
/ 2012
/ Researching volunteered geographic information: spatial data, geographic research, and new social practice
/ Annals of the Association of American Geographers
102(3)
: 571~590
[journal]
Earle, P.
/ 2011
/ Twitter earthquake detection: earthquake monitoring in a social world
/ Annals of Geophysics
54(6)
: 708~715
[journal]
Flanagin, A.
/ 2008
/ The credibility of volunteered geographic information
/ GeoJournal
72
: 137~148
[journal]
Furuholt, B.
/ 2007
/ A rural-urban digital divide? Regional aspects of internet use in Tanzania
/ The Electronic Journal of Information Systems in Developing Countries
31(6)
: 1~15
[confproc]
Gayo-Avello, D.
/ 2011
/ Limits of electoral predictions using social media data
/ Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media
: 1~8
[journal]
Ghosh, D.
/ 2013
/ What are we ‘tweeting’ about obesity? Mapping tweets with topic modeling and Geographic Information System
/ Cartography and Geographic Information Science
40(2)
: 90~102
[confproc]
Giglietto, F.
/ 2012
/ If likes were votes: an empirical study on the 2011 Italian Administrative Elections
/ Proceedings of the 6th International AAAI Conference on Weblogs and Social Media
: 471~474
[journal]
Goodchild, M.
/ 2007
/ Citizens as sensors: the world of volunteered geography
/ GeoJournal
69
: 211~221
[journal]
Goodchild, M.
/ 2012
/ Assuring the quality of volunteered geographic information
/ Spatial Statistics
1
: 110~120
[journal]
Graham, M.
/ 2011
/ Visualizing global cyberscapes: mapping user-generated placemarks
/ Journal of Urban Technology
18(1)
: 115~132
[book]
Graham, M.
/ 2011
/ Geographies of the World’s Knowledge
/ Convoco
[journal]
Grira, J.
/ 2009
/ Spatial data uncertainty in the VGI world: going from consumer to producer
/ Geomatica
64(1)
: 61~71
[journal]
Hardy, D.
/ 2012
/ Volunteered geographic information production as a spatial process
/ International Journal of Geographical Information Science
26(7)
: 1191~1212
[journal]
Hawelka, B.
/ 2014
/ Geo-located Twitter as proxy for global mobility patterns
/ Cartography and Geographic Information Science
41(3)
: 260~271
[journal]
Hindman, D.
/ 2000
/ The rural-urban digital divide
/ Journalism and Mass Communication Quarterly
77(3)
: 549~650
[journal]
Hollenstein, L.
/ 2010
/ Exploring place through user-generated content: using Flickr to describe city cores
/ Journal of Spatial Information Science
1(1)
: 21~48
[journal]
홍일영
/ 2010
/
Spatial Distribution and Utilization Feature of WiFi
/ 한국지도학회지
/ 한국지도학회
10(1)
: 55~64
[journal]
Howell, B.
/ 2001
/ The rural-urban ‘digital divide’ in New Zealand: fact or fable?
/ Prometheus
19(3)
: 231~251
[journal]
허상희
/ 2012
/
A Study on characteristics and types of tweet in twitter
/ 한민족어문학(구 영남어문학)
/ 한민족어문학회
(61)
: 455~494
[confproc]
Jung, J.
/ 2014
/ Hybrid-Approaches in Big Data
/ Proceedings of Association of American Geographers
[journal]
Jungherr, A.
/ 2012
/ Predicting elections with Twitter: what 140 characers reveal about political sentiment
/ Social Science Computer Review
30
: 229~234
[journal]
Katsinas, S.
/ 2002
/ The digital divide and rural community colleges: problems and prospects
/ Community College Journal of Research and Practice
26(3)
: 207~224
[journal]
Kent, J.
/ 2013
/ Spatial patterns and demographic indicators of effective social media content during the Horsethief Canyon fire of 2012
/ Cartographic and Geographic Information Science
40(2)
: 78~89
[journal]
김주찬
/ 2003
/
A Study on the Digital Divide between the Seoul-Metropolitan Area and Local Region
/ 지방정부연구
/ 한국지방정부학회
7(1)
: 75~95
[journal]
김소연
/ 2013
/
A Study on the House Price Determinants Model Considering Spatial Attributes of Residential Environment: The Case of Apartment in Seoul
/ 한국지도학회지
/ 한국지도학회
13(3)
: 41~56
[journal]
Kling, R.
/ 1999
/ What is social informatics and why does it matter?
/ The Information Society
23(4)
: 205~220
[journal]
Kwan, M.
/ 2002
/ Feminist visualization: re-envisioning GIS as a method in feminist geography
/ Annals of the Association of American Geographers
92(4)
: 645~661
[journal]
Lake, R.
/ 1993
/ Planning and applied geography: positivism, ethics, and geographic information systems
/ Progress in Human Geography
17
: 404~413
[web]
Lampos, V.
/ On voting intentions inference from Twitter content: a case study on UK 2010 General Election, ACM Computing Research Repository (CoRR)
/ http://arxiv.org/abs/1204.0423
[journal]
Li, L.
/ 2013
/ Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr
/ Cartography and Geographic Information Science
40(2)
: 61~77
[journal]
Miller, C.
/ 2006
/ A beast in the field: The Google Maps mashup as GIS
/ Cartographica
41(3)
: 187~199
[journal]
Obermeyer, N.
/ 1998
/ The evolution of Public Participation GIS
/ Cartography and Geographic Information Systems
25(2)
: 65~66
[confproc]
O'Connor, B.
/ 2010
/ From tweets to polls: linking text sentiment to public opinion time series
/ Proceedings of 4th International AAAI Conference on Weblogs and Social Media
: 122~129
[web]
OECD
/ Understanding the digital divide
/ http://www.oecd.org/dataoecd/38/57/1888451.pdf
[web]
O’Reilly, T.
/ What is Web 2.0: design patterns and business models for the next generation of software
/ http://oreilly.com/lpt/a/6228
[journal]
박재희
/ 2014
/
An Analysis of Spatial Characteristics of Residential Satisfaction in Seoul Using Tweet Data -An Applicability of Tweet Data for Complementing Urban Policy Indicators-
/ 한국도시지리학회지
/ 한국도시지리학회
17(1)
: 43~56
[journal]
박범수
/ 2013
/
Factors Affecting to the Intention to Exchange Tweets with Politicians Focused on Users’ Political Orientation and Demographic Characteristics
/ 한국광고홍보학보
/ 한국광고홍보학회
15(2)
: 111~139
[confproc]
Paul, M.
/ 2011
/ You are what you tweet: Analyzing Twitter for Public Health
/ Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media
: 265~272
[confproc]
Pickles, J.
/ 1991
/ Geography, GIS and the Surveillance Society
/ Papers and Proceedings of Applied Geography Conferences
14
: 80~91
[journal]
Salathe, M.
/ 2011
/ Assessing vaccination sentiments with online social media: implications for infectious disease dynamics and control
/ PLoS Computational Biology
7(10)
: e1002199~
[confproc]
Sang, T.K.E.
/ 2012
/ Predicting the 2011 Dutch Senate Election results with Twitter
/ Proceedings of the 13th of the European Chapter of the Association for Computational Linguistics
: 53~60
[journal]
Scanfield, D.
/ 2006
/ Dissemination of Health Information through social Networks: Twitter and Antibiotics
/ American Journal of Infection Control
38(3)
: 182~188
[journal]
Sheppard, E.
/ 2005
/ Knowledge production through Critical GIS: genealogy and prospects
/ Cartographica
40(4)
: 5~21
[book]
Shiffer, M.
/ 2002
/ Spatial multimedia representations to support community participation
/ Taylor and Francis
: 309~320
[journal]
Shin, S.
/ 2013
/ On the dysfunction of information in smart society: focus on information divide of the Information Poor
/ Journal of Regional Studies and Development
13(1)
: 104~135
[journal]
Signorini, A.
/ 2011
/ The use of Twitter to track levels of disease activity and public concern in the U.S. during the influenza a H1N1 Pandemic
/ Plos one
6(5)
: e19467~
[book]
Silverman, B.
/ 1986
/ Density Estimation for Statistics and Data Analysis
/ Chapman and Hall
[confproc]
Skoric, M.
/ 2012
/ Tweets and votes: a study of the 2011 Singapore General Election
/ 2012 45th Hawaii International Conference on System Sciences
: 2583~2591
[journal]
Stefanidis, A.
/ 2013
/ Demarcating new boundaries: mapping virtual polycentric communities through social media content
/ Cartography and Geographic Information Science
40(2)
: 116~129
[journal]
Stewart, E.
/ 2008
/ Public Participation Geographic Information Systems (PPGIS): challenges of implementation in Churchill, Manitoba
/ The Canadian Geographer
52(3)
: 351~366
[journal]
Sui, D.
/ 2008
/ The wikification of GIS and its consequences: or Angelina Jolie’s new tattoo and future of GIS
/ Computers, Environment and Urban Systems
32(1)
: 1~5
[journal]
Sui, D.
/ 2011
/ The convergence of GIS and social media: challenges for GIScience
/ International Journal of Geographical Information Science
29(11)
: 1737~1748
[confproc]
Tumasjan, A.
/ 2010
/ Predicting elections with Twitter: What 140 characters reveal about political sentiment
/ Proceedings of 4th International AAAI Conference on Weblogs and Social Media
: 178~185
[journal]
Vehovar, V.
/ 2006
/ Methodological challenges of digital divide measurements
/ The Information Society
22(5)
: 279~290
[confproc]
Vieweg, S.
/ 2010
/ Microblogging during two natural hazards events: what Twitter may contribute to situational awareness
/ CHI 2010: Crisis Informatics
: 1079~1088
[journal]
Warf, B.
/ 2001
/ Segueways into cyberspace: multiple geographies of the digital divide
/ Environment and Planning B
28(1)
: 3~19
[journal]
Williams, C.
/ 2008
/ The Political Impact of Facebook: Evidence from the 2006 Midterm Elections and 2008 Nomination Contest
/ Politics and Technology Review
1
: 11~21
[journal]
Xu, C.
/ 2013
/ Evaluating the “geographical awareness” of individuals: an exploratory analysis of twitter data
/ Cartography and Geographic Information Science
40(2)
: 103~115
[journal]
Yoon, B.
/ 2002
/ Policy to interregional information inequity
/ Journal of the Research on Welfare Administration
19
: 99~122
[web]
/ Wikipedia Website
/ http://www.wikipedia.org