Tweet4act: Using incident-specific profiles for classifying crisis-related messages

ISCRAM 2013 Conference Proceedings - 10th International Conference on Information Systems for Crisis Response and Management

Volumn , Issue , 2013, Pages 834-839

  Chowdhury, Soudip Roy ^a   Imran, Muhammad ^a   Asghar, Muhammad Rizwan ^a   Amer Yahia, Sihem ^b   Castillo, Carlos ^c  

^a UNIVERSITY OF TRENTO   (Italy)

^b CNRS   (France)

^c QATAR COMPUTING RESEARCH INSTITUTE   (Qatar)

Author keywords

Crisis informatics; Disaster management; Microblogging; Twitter data analytics

Indexed keywords

ARTIFICIAL INTELLIGENCE; DISASTER PREVENTION;

CLASSIFICATION METHODS; CRISIS INFORMATICS; DISASTER MANAGEMENT; MICRO-BLOGGING PLATFORMS; MICROBLOGGING; PRECISION AND RECALL; STANDARD MACHINES; TWITTER DATA-ANALYTICS;

INFORMATION SYSTEMS;

EID: 84905670750     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. M. E. Baird (2010) The "phases" of emergency management. In http://www.memphis.edu/cait/pdfs/Phases-of-Emergency-Mngt-FINAL.pdf pages 1-42.
2. M. Cataldi, L. Di Caro, and C. Schifanella (2010) Emerging topic detection on twitter based on temporal and social terms evaluation. In Proceedings of the MDMKDD '10, pages 4:1-4:10, New York, USA. ACM.
3. V. Hodge and J. Austin (2004) A survey of outlier detection methodologies. Artif. Intell. Rev., 85-126, Oct.
4. Hughes and L. Palen (2009) Twitter adoption and use in mass convergence and emergency events. International Journal of Emergency Management, 6(3): Pages 248-260.
5. A. Iyengar, T. Finin, and A. Joshi (2011) Content-based prediction of temporal boundaries for events in Twitter. In Proceedings of the Third IEEE International Conference on Social Computing.
6. M. Mathioudakis and N. Koudas (2010) Twittermonitor: Trend detection over the twitter stream. In Proceedings of the SIGMOD '10, pages 1155-1158, New York, USA. ACM.
7. L. Palen, K. Anderson, G. Mark, J. Martin, D. Sicker, M. Palmer, and D. Grunwald (2010). A vision for technology-mediated support for public participation & assistance in mass emergencies & disasters. In Proceedings of the 2010 ACM-BCS Visions of Computer Science Conference.
8. K. Starbird, L. Palen, A. Hughes, and S. Vieweg (2010) Chatter on the red: what hazards threat reveals about the social life of microblogged information. In Proceedings of the 2010 ACM conference on Computer supported cooperative work, pages 241-250. ACM.
9. H. Sayyadi, M. Hurst, and A. Maykov. "Event detection and tracking in social streams." Proceedings of International Conference on Weblogs and Social Media (ICWSM). 2009.
10. L. Kaufman, and P. J. Rousseeuw. "Finding groups in data: An introduction to cluster analysis" John Wiley and Sons, New York, (1990).
11. Latonero, Mark, and Irina Shklovski. ""Respectfully Yours in Safety and Service": Emergency Management & Social Media Evangelism." Proceedings of the 7th International ISCRAM Conference- Seattle. Vol. 1. 2010.