Analyzing social media in escalating crisis situations

Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics, ISI 2011

Volumn , Issue , 2011, Pages 71-76

  Moon, Il Chul ^a   Oh, Alice H ^a   Carley, Kathleen M ^b  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Influence Propagation; Social media; Social Network Analysis; Topic Identification

Indexed keywords

COMPUTATIONAL SYSTEM; COMPUTATIONAL TECHNIQUE; CRISIS MANAGEMENT; EGYPTIANS; KEY TOPICS; PRESIDENTIAL ELECTION; RAPID DIFFUSION; SOCIAL MEDIA; SOCIAL NETWORK ANALYSIS; TOPIC IDENTIFICATION; WEB FORUMS;

INFORMATION SCIENCE; USER INTERFACES;

SOCIAL NETWORKING (ONLINE);

EID: 80052886023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISI.2011.5984053     Document Type: Conference Paper

References (15)

1. R. Goolsby, "Social media as crisis platform: The future of community maps/crisis maps," ACM Trans. Intel I. Syst. Technol., vol. 1, 2010, p. 7:1?7:11.
2. D. Boyd, S. Golder, and G. Lotan, 'Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter," 2010 43rd Hawaii International Conference on System Sciences, IEEE, 2010, pp. 1-10.
3. President of the U.S. Council, "Letter dated 4 June 2010 from the Permanent Representative of the Republic of Korea to the United Nations addressed to the President of the Security Council (S/2010/281) and other relevant letters," 2010.
4. TL. Griffiths and M. Steyvers, "Finding scientific topics," Proceedings of the National Academy of Sciences of the United States of America, vol. 101, 2004, p. 5228.
5. T Hofmann, "Probabilistic latent semantic indexing," Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval - SIGTR '99, New York, New York, USA: ACM Press, 1999, pp. 50-57.
6. D.M. Blei, AY. Ng, and M.l. Jordan, "Latent Dirichlet Allocation.," Journal of Machine Learning Research, vol. 3, 2003, pp. 993-1022 .
7. S. Wasserman and K. Faust, Social network analysis: Methods and applications, Cambridge Univ Pr, 1994.
8. P.Y. Marsden and N.E. Friedkin, "Network studies of social influence," Sociological Methods & Research, vol. 22, 1993, p. 127.
9. L.C. Freeman, "Centrality in social networks conceptual clarification," Social networks, vol. I, 1979, pp. 215-239 .
10. l.-c. Moon and AH. Oh, 'Text to Network (TONK)," http://uilab.kaist.ac.kr/-icmoon/tonk.html, 2010.
11. K.M. Carley, J. Reminga, J. Storrick, and D. Columbus, ORA User?s Guide 2010, Carnegie Mellon University, School of Computer Science, Institute for Software Research,CMU-ISR-10-120, Pittsburgh, PA: 2010.
12. M. Rosen-Zvi, C. Chemudugunta, T Griffiths, P. Smyth, and M. Steyvers, "Learning author-topic models from text corpora," ACM Transactions on Information Systems, vol. 28, Jan. 2010, pp. 1-38.
13. D. Kim and AH. Oh, 'Topic Chains for Understanding a News Corpus," CICLing (2), A.F. Gelbukh, ed., Springer, 2011, pp. 163-176.
14. X. Song, B.L. Tseng, c.-y. Lin, and M.-T. Sun, "Personalized recommendation driven by information flow," Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGTR '06, New York, New York, USA: ACM Press, 2006, p. 509.
15. K.M. Carley, "Smart agents and organizations of the future," The Handbook of New Media: Social Shaping and Consequences of ICTs, 2002, pp. 206-220.