메뉴 건너뛰기




Volumn , Issue , 2011, Pages

Social media data mining: A social network analysis of tweets during the Australian 2010-2011 floods

Author keywords

Mass emergencies; Social media; Social network analysis; Text mining

Indexed keywords

CRITICAL INFORMATION; EMERGENCY SITUATION; GENERAL INFORMATION; GOVERNMENT OFFICIALS; LOCAL AUTHORITIES; MASS EMERGENCIES; NEW SOUTH WALES; ON-LINE NETWORK; ONLINE COMMUNITIES; ONLINE RESOURCES; QUEENSLAND; SOCIAL MEDIA; SOCIAL NETWORK ANALYSIS; TEXT MINING;

EID: 84855837557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (142)

References (49)
  • 1
    • 84855836554 scopus 로고    scopus 로고
    • 5 September, Retrieved 8 March, 2011, from
    • ABC News. (2010, 5 September). Army to evacuate Victorian flood victims. Retrieved 8 March, 2011, from http://www.abc.net.au/news/stories/2010/09/05/ 3002955.htm.
    • (2010) Army to Evacuate Victorian Flood Victims
  • 2
    • 84855851635 scopus 로고    scopus 로고
    • Australian Bureau of Meteorology, 16 - 20 December 2010, Retrieved 8 March, 2011
    • Australian Bureau of Meteorology. (2010). Gascoyne River Flood, 16 - 20 December 2010. Retrieved 8 March, 2011.
    • (2010) Gascoyne River Flood
  • 5
    • 80054828120 scopus 로고    scopus 로고
    • to appear in Encyclopedia of Complexity and System Science). Retrieved 9 May 2011, from
    • Borgatti, S. P. (2010). 2-Mode Concepts in Social Network Analysis (to appear in Encyclopedia of Complexity and System Science). Retrieved 9 May 2011, from http://www.steveborgatti.com/papers/2modeconcepts.pdf.
    • (2010) 2-Mode Concepts in Social Network Analysis
    • Borgatti, S.P.1
  • 6
    • 0031206353 scopus 로고    scopus 로고
    • Network analysis of 2-mode data
    • PII S0378873396003012
    • Borgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19, 243- 269. (Pubitemid 127162617)
    • (1997) Social Networks , vol.19 , Issue.3 , pp. 243-269
    • Borgatti, S.P.1    Everett, M.G.2
  • 7
    • 0345304831 scopus 로고    scopus 로고
    • The network paradigm in organizational research: A review and typology
    • DOI 10.1016/S0149-2063(03)00087-4, PII S0149206303000874
    • Borgatti, S. P., & Foster, P. C. (2003). The Network Paradigm in Organizational Research: A Review and Typology Journal of Management, 29(6), 991-1013. (Pubitemid 37453275)
    • (2003) Journal of Management , vol.29 , Issue.6 , pp. 991-1013
    • Borgatti, S.P.1    Foster, P.C.2
  • 8
    • 80052159676 scopus 로고    scopus 로고
    • 11 January, Retrieved 8 March, 2011, from
    • Brisbane Times. (2011, 11 January). Three-quarters of Queensland a disaster zone Retrieved 8 March, 2011, from http://www.brisbanetimes.com.au/ environment/weather/threequarters-ofqueensland-a-disaster-zone-20110111-19mf8. html.
    • (2011) Three-quarters of Queensland A Disaster Zone
  • 9
    • 80052582956 scopus 로고    scopus 로고
    • Information credibility on twitter
    • 28 March - 1 April, Paper presented at, Hyderabad, India
    • Castillo, C., Mendoza, M., & Poblete, B. (2011, 28 March - 1 April). Information Credibility on Twitter. Paper presented at the WWW 2011, Hyderabad, India.
    • (2011) The WWW 2011
    • Castillo, C.1    Mendoza, M.2    Poblete, B.3
  • 10
    • 84870669795 scopus 로고    scopus 로고
    • A social network analysis of the co-authorship network of the Australasian Conference of Information Systems from 1990 to 2006
    • Paper presented at
    • Cheong, F., & Corbitt, B. J. (2009a). A social network analysis of the co-authorship network of the Australasian Conference of Information Systems from 1990 to 2006. Paper presented at the 17th European Conference on Information Systems (ECIS 2009).
    • (2009) 17th European Conference on Information Systems (ECIS 2009)
    • Cheong, F.1    Corbitt, B.J.2
  • 11
    • 84855697859 scopus 로고    scopus 로고
    • A social network analysis of the co-authorship network of the Pacific Asia Conference on Information Systems from 1993 to 2008
    • Paper presented at
    • Cheong, F., & Corbitt, B. J. (2009b). A social network analysis of the co-authorship network of the Pacific Asia Conference on Information Systems from 1993 to 2008. Paper presented at the Pacific Asia Conference on Information Systems (PACIS 2009).
    • (2009) The Pacific Asia Conference on Information Systems (PACIS 2009)
    • Cheong, F.1    Corbitt, B.J.2
  • 12
    • 84857004559 scopus 로고    scopus 로고
    • Using social network analysis to evaluate participation in online discussions in a virtual classroom
    • Paper presented at
    • Cheong, F., & Corbitt, B. J. (2009c). Using Social Network Analysis to Evaluate Participation in Online Discussions in a Virtual Classroom. Paper presented at the 20th Australasian Conference on Information Systems.
    • (2009) 20th Australasian Conference on Information Systems
    • Cheong, F.1    Corbitt, B.J.2
  • 13
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the age of Twitter: Content analysis of Tweets during the 2009 H1N1 outbreak
    • Chew, C., Eysenbach, G., & Sampson, M. (2010). Pandemics in the age of Twitter: content analysis of Tweets during the 2009 H1N1 outbreak. PLoS One, 5(11), 1-13.
    • (2010) PLoS One , vol.5 , Issue.11 , pp. 1-13
    • Chew, C.1    Eysenbach, G.2    Sampson, M.3
  • 14
    • 33745018690 scopus 로고    scopus 로고
    • Making invisible work visible
    • R. Cross, A. Parker & L. Sasson (Eds.), New York: Oxford Press
    • Cross, R., Borgatti, S., & Parker, A. (2003). Making Invisible Work Visible.. In R. Cross, A. Parker & L. Sasson (Eds.), Networks in the Knowledge Economy (pp. 261-282). New York: Oxford Press.
    • (2003) Networks in the Knowledge Economy , pp. 261-282
    • Cross, R.1    Borgatti, S.2    Parker, A.3
  • 15
    • 0035704488 scopus 로고    scopus 로고
    • Knowing what we know: Supporting knowledge creation and sharing in social networks
    • Cross, R., Parker, A., Prusak, L., & Borgatti, S. P. (2001). Knowing what we know: supporting knowledge creation and sharing in social networks. Organizational Dynamics, 30(2), 100- 120.
    • (2001) Organizational Dynamics , vol.30 , Issue.2 , pp. 100-120
    • Cross, R.1    Parker, A.2    Prusak, L.3    Borgatti, S.P.4
  • 16
    • 0031426486 scopus 로고    scopus 로고
    • Corporate elite networks and governance changes in the 1980s
    • Davis, G. F., & Greve, H. R. (1997). Corporate Elite Networks and Governance Changes in the 1980s. The American Journal of Sociology, 103(1), 1-37.
    • (1997) The American Journal of Sociology , vol.103 , Issue.1 , pp. 1-37
    • Davis, G.F.1    Greve, H.R.2
  • 17
  • 19
    • 85050416712 scopus 로고
    • Group behavior under stress: A requered convergence of organizational and collective behavior perspectives
    • Dynes, R. R., & Quarantelli, E. (1968). Group behavior under stress: a requered convergence of organizational and collective behavior perspectives. Sociology and Social Research, 52, 416- 429.
    • (1968) Sociology and Social Research , vol.52 , pp. 416-429
    • Dynes, R.R.1    Quarantelli, E.2
  • 21
    • 0002894725 scopus 로고    scopus 로고
    • Studying online social networks
    • S. Jones (Ed.), Thousand Oaks, CA: Sage Publications
    • Garton, L., Haythornthwaite, C., & Wellman, B. (1999). Studying Online Social Networks. In S. Jones (Ed.), Doing Internet Research (pp. 75-105). Thousand Oaks, CA: Sage Publications.
    • (1999) Doing Internet Research , pp. 75-105
    • Garton, L.1    Haythornthwaite, C.2    Wellman, B.3
  • 22
    • 43449135033 scopus 로고    scopus 로고
    • Why we twitter: Understanding microblogging usage and communities
    • 12 August, Paper presented at, San Jose, California, USA
    • Java, A., Song, X., Finin, T., & Tseng, B. (2007, 12 August). Why we twitter: understanding microblogging usage and communities. Paper presented at the Joint 9th WEBKDD and 1st SNA-KDD Workshop '07, San Jose, California, USA.
    • (2007) The Joint 9th WEBKDD and 1st SNA-KDD Workshop '07
    • Java, A.1    Song, X.2    Finin, T.3    Tseng, B.4
  • 24
    • 79951581922 scopus 로고    scopus 로고
    • Structural investigation of supply networks: A social network analysis approach
    • Kim, Y., Choi, T. Y., Yan, T., & Dooley, K. (2011). Structural investigation of supply networks: A social network analysis approach. Journal of Operations Management, 29(3), 194-211.
    • (2011) Journal of Operations Management , vol.29 , Issue.3 , pp. 194-211
    • Kim, Y.1    Choi, T.Y.2    Yan, T.3    Dooley, K.4
  • 25
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • Kleinberg, J. M. (1999). Authoritative sources in a hyperlinked environment. Journal of the ACM (JACM), 46(5), 604-632.
    • (1999) Journal of the ACM (JACM) , vol.46 , Issue.5 , pp. 604-632
    • Kleinberg, J.M.1
  • 26
    • 79956048659 scopus 로고    scopus 로고
    • Twitter under crisis: Can we trust what we RT?
    • 25 July, Paper presented at, Washington, DC, USA
    • Mendoza, M., Poblete, B., & Castillo, C. (2010, 25 July). Twitter Under Crisis: Can we trust what we RT? Paper presented at the SOMA '10, Washington, DC, USA.
    • (2010) The SOMA '10
    • Mendoza, M.1    Poblete, B.2    Castillo, C.3
  • 27
    • 1842788834 scopus 로고    scopus 로고
    • Coauthorship networks and patterns of scientific collaboration
    • Newman, M. E. J. (2001). Coauthorship networks and patterns of scientific collaboration. Proceedings of the National Academy of Sciences, 101(Suppl. 1), 5200-5205.
    • (2001) Proceedings of the National Academy of Sciences , vol.101 , Issue.SUPPL. 1 , pp. 5200-5205
    • Newman, M.E.J.1
  • 28
    • 84855836561 scopus 로고    scopus 로고
    • More than 1000 isolated in NSW floods
    • 10 January, Retrieved 8 March, 2011
    • Nine News. (10 January 2011). More than 1000 isolated in NSW floods. Retrieved 8 March, 2011.
    • (2011) Nine News
  • 30
    • 79952899684 scopus 로고    scopus 로고
    • Information control and terrorism: Tracking the Mumbai terrorist attack through Twitter
    • Oh, O., Agrawal, M., & Rao, H. R. (2010). Information control and terrorism: tracking the Mumbai terrorist attack through Twitter. Information Systems Frontiers, 1-11.
    • (2010) Information Systems Frontiers , pp. 1-11
    • Oh, O.1    Agrawal, M.2    Rao, H.R.3
  • 31
    • 70350467901 scopus 로고    scopus 로고
    • The emergence of online Widescale interaction in unexpected events: Assistance, alliance & retreat
    • 6-10 February, Paper presented at
    • Palen, L., & Vieweg, S. (2008, 6-10 February). The Emergence of Online Widescale Interaction in Unexpected Events: Assistance, Alliance & Retreat. Paper presented at the CSCW '08.
    • (2008) The CSCW '08
    • Palen, L.1    Vieweg, S.2
  • 32
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • DOI 10.1038/nature03607
    • Palla, G., Derényi, I., Farkas, I., & Vicsek, T. (2005). Uncovering the overlapping community structure of complex networks in nature and society. Nature, 435(7043), 814-818. (Pubitemid 40839731)
    • (2005) Nature , vol.435 , Issue.7043 , pp. 814-818
    • Palla, G.1    Derenyi, I.2    Farkas, I.3    Vicsek, T.4
  • 35
    • 79951580698 scopus 로고    scopus 로고
    • Lessons from social network analyses for behavioral medicine
    • Rosenquist, J. N. (2011). Lessons from social network analyses for behavioral medicine. Current Opinion in Psychiatry, 24(2), 139-143.
    • (2011) Current Opinion in Psychiatry , vol.24 , Issue.2 , pp. 139-143
    • Rosenquist, J.N.1
  • 36
  • 37
    • 77950877530 scopus 로고    scopus 로고
    • Chatter on the red: What hazards threat reveals about the social life of microblogged information
    • 6-10 February, Paper presented at, Savannah, Georgia, USA
    • Starbird, K., Palen, L., Hughes, A. L., & Vieweg, S. (2010, 6-10 February). Chatter on the red: what hazards threat reveals about the social life of microblogged information. Paper presented at the CSCW '10, Savannah, Georgia, USA.
    • (2010) The CSCW '10
    • Starbird, K.1    Palen, L.2    Hughes, A.L.3    Vieweg, S.4
  • 38
    • 84905652906 scopus 로고    scopus 로고
    • Tweak the tweet: Leveraging Microblogging proliferation with a prescriptive syntax to support citizen reporting
    • May, Paper presented at, Seattle, USA
    • Starbird, K., & Stamberger, J. (2010, May). Tweak the Tweet: Leveraging Microblogging Proliferation with a Prescriptive Syntax to Support Citizen Reporting. Paper presented at the 7th International ISCRAM Conference, Seattle, USA.
    • (2010) 7th International ISCRAM Conference
    • Starbird, K.1    Stamberger, J.2
  • 41
    • 0032220670 scopus 로고    scopus 로고
    • Network positions and propensities to collaborate: An investigation of strategic alliance formation in a high-technology industry
    • Stuart, T. E. (1998). Network Positions and Propensities to Collaborate: An Investigation of Strategic Alliance Formation in a High-technology Industry. Administrative Science Quarterly, 43(3), 668-698.
    • (1998) Administrative Science Quarterly , vol.43 , Issue.3 , pp. 668-698
    • Stuart, T.E.1
  • 42
    • 77956610365 scopus 로고    scopus 로고
    • An expert system for detecting automobile insurance fraud using social network analysis
    • Šubelj, L., Furlan, S., & Bajec, M. (2011). An expert system for detecting automobile insurance fraud using social network analysis. Expert Systems with Applications, 38(1), 1039-1052.
    • (2011) Expert Systems with Applications , vol.38 , Issue.1 , pp. 1039-1052
    • Šubelj, L.1    Furlan, S.2    Bajec, M.3
  • 43
    • 84855851673 scopus 로고    scopus 로고
    • 14 January, Retrieved 8 March, 2011, from
    • The Age. (2011, 14 January). Flash flooding hits Victoria Retrieved 8 March, 2011, from http://www.theage.com.au/environment/flash-flooding-hits- victoria-20110113-19pu7.html.
    • (2011) Flash Flooding Hits Victoria
  • 44
    • 84855850910 scopus 로고    scopus 로고
    • Retrieved 8 March, 2011, from
    • The Courier-Mail. (2010). Damage from southwest Queensland floods to become clearer as waters recede Retrieved 8 March, 2011, from http://www.couriermail.com.au/news/queensland/damage-from-southwest-queensland- floodsto-become-clearer-as-waters-recede/story-e6freoof-1225837963854.
    • (2010) Damage from Southwest Queensland Floods to Become Clearer as Waters Recede
  • 45
    • 78049369701 scopus 로고    scopus 로고
    • Who students interact with? A social network analysis perspective on the use of twitter in language learning
    • Vol. 6383 LNCS
    • Ullrich, C., Borau, K., & Stepanyan, K. (2010). Who students interact with? A social network analysis perspective on the use of twitter in language learning Lecture Notes in Computer Science (Vol. 6383 LNCS, pp. 432-437).
    • (2010) Lecture Notes in Computer Science , pp. 432-437
    • Ullrich, C.1    Borau, K.2    Stepanyan, K.3
  • 46
    • 79955987513 scopus 로고    scopus 로고
    • Microblogged contributions to the emergency arena: Discovery, interpretation and implications
    • February, Paper presented at
    • Vieweg, S. (2010, February). Microblogged contributions to the emergency arena: Discovery, interpretation and implications. Paper presented at the Computer Supported Collaborative Work.
    • (2010) The Computer Supported Collaborative Work
    • Vieweg, S.1
  • 48
    • 80955138849 scopus 로고    scopus 로고
    • Retrieved 13 March, 2011, from
    • Wikipedia. (2011). Social media. Retrieved 13 March, 2011, from http://en.wikipedia.org/wiki/Social-media.
    • (2011) Social Media
  • 49
    • 78650516347 scopus 로고    scopus 로고
    • Emergency knowledge management and social media technologies: A case study of the 2010 Haitian earthquake
    • Yates, D., & Paquette, S. (2011). Emergency knowledge management and social media technologies: A case study of the 2010 Haitian earthquake. International Journal of Information Management, 31(1), 6-13.
    • (2011) International Journal of Information Management , vol.31 , Issue.1 , pp. 6-13
    • Yates, D.1    Paquette, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.