Online indexing and clustering of social media data for emergency management

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Pohl, D.; Bouchachia, Abdelhamid; Hellwagner, H.;
(2015)

Social media becomes a vital part in our daily communication practice, creating a huge amount of data and covering different real-world situations. Currently, there is a tendency in making use of social media during emergency management and response. Most of this effort... View more
  • References (65)
    65 references, page 1 of 7

    [1] L. Palen, Online social media in crisis events, EDUCAUSE Q. (EQ) 31 (3) (2008) 76-78 〈http://www.educause.edu/〉.

    [2] S. Vieweg, A.L. Hughes, K. Starbird, L. Palen, Microblogging during two natural hazards events: what twitter may contribute to situational awareness, in: Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI '10, ACM, New York, NY, USA, 2010, pp. 1079-1088.

    [3] R. Westbrook, T. Karlgaard, C. White, J. Knapic, A holistic approach to evaluating social media's successful implementation into emergency management operations: applied research in an action research study, Int. J. Inf. Syst. Crisis Response Manag. 4 (2012) 1-13.

    [4] D. Pohl, A. Bouchachia, H. Hellwagner, Automatic sub-event detection in emergency management using social media, in: First International Workshop on Social Web for Disaster Management (SWDM), in conjunction with WWW'12, ACM, Lyon, France, 2012, pp. 683-686.

    [5] D. Pohl, A. Bouchachia, H. Hellwagner, Online processing of social media data for emergency management, in: International Conference on Machine Learning and Applications (ICMLA), vol. 2, 2013, pp. 333-338. doi:http://dx.doi.org/ 10.1109/ICMLA.2012.170.

    [6] A. Bouchachia, C. Vanaret, GT2FC: an online growing interval type-2 selflearning fuzzy classifier, IEEE Trans. Fuzzy Syst. 22 (4) (2014) 999-1018.

    [7] M. Gao, V.K. Singh, R. Jain, Eventshop: from heterogeneous web streams to personalized situation detection and control, in: Proceedings of the 3rd Annual ACM Web Science Conference, WebSci '12, ACM, New York, NY, USA, 2012, pp. 105-108.

    [8] V. Lampos, N. Cristianini, Nowcasting events from the social web with statistical learning, ACM Trans. Intell. Syst. Technol. 3 (4) (2012) 72:1-72:22.

    [9] V. Lampos, N. Cristianini, Tracking the flu pandemic by monitoring the social web, in: International Workshop on Cognitive Information Processing (CIP), 2010, pp. 411-416. doi:http://dx.doi.org/10.1109/CIP.2010.5604088.

    [10] M. Krstajic, C. Rohrdantz, M. Hund, A. Weiler, Getting there first: real-time detection of real-world incidents on twitter, in: 2nd Workshop on Interactive Visual Text Analytics: Task-Driven Analysis of Social Media Content with Visweek'12, 2012, pp. 1-4.

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