Crisis informatics research develops computational methods for processing and analyzing information during mass emergencies and disasters. This work addresses challenges including parsing informal messages, handling information overload, and prioritizing actionable information for first responders and affected communities. Key contributions include developing crisis-specific lexicons for filtering relevant communications, creating algorithms for matching resource requests with offers, and studying how physical and social detachment affects information needs during crises. The research also encompasses automatic extraction of information nuggets from disaster-related messages and the development of evaluation standards for crisis informatics systems through temporal summarization tracks.
Publications
J. Lin, A. Roegiest, L. Tan, R. McCreadie, E. Voorhees, F. Diaz
TREC 2016
M. Ekstrand, R. McCreadie, V. Pavlu, F. Diaz
CIKM 2016
J Aslam, F Diaz, M Ekstrand-Abueg, R McCreadie, V Pavlu, T Sakai
TREC 2015
M. Imran, C. Castillo, F. Diaz, S. Vieweg
ACM Comput. Surv. 47, 4, Article 67 (June 2015), 38 pages
F. Diaz
SIGIR Forum, December 2014
J Aslam, F Diaz, M Ekstrand-Abueg, R McCreadie, V Pavlu, T Sakai
TREC 2014
A. Olteanu, C. Castillo, F. Diaz, S. Vieweg
ICWSM 2014
H. Purohit, C. Castillo, F. Diaz, A. Sheth, P. Meier
First Monday, January 2014
J Aslam, F Diaz, M Ekstrand-Abueg, V Pavlu, T Sakai
TREC 2013
M. Imran, S. Elbassuoni, C. Castillo, F. Diaz, P. Meier
ISCRAM 2013.
E. Yom-Tov and F. Diaz
ACM Transactions on Information Systems, January 2013
E. Yom-Tov and F. Diaz
SIGIR 2011