Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests

Irina Temnikova, Andrea Varga, Dogan Biyikli

Abstract
Extracting information from social media is being currently exploited for a variety of tasks, including the recognition of emergency events in Twitter. This is done in order to supply Crisis Management agencies with additional crisis information. The existing approaches, however, mostly rely on geographic location and hashtags/keywords, obtained via a manual Twitter search. As we expect that Twitter crisis terminology would differ from existing crisis glossaries, we start collecting a specialized terminological resource to support this task. The aim of this resource is to contain sets of crisis-related Twitter terms which are the same for different instances of the same type of event. This article presents a preliminary investigation of the nature of terms used in four events of two crisis types, tests manual and automatic ways to collect these terms and comes up with an initial collection of terms for these two types of events. As contributions, a novel annotation schema is presented, along with important insights into the differences in annotations between different specialists, descriptive term statistics, and performance results of existing automatic terminology recognition approaches for this task.
Anthology ID:
L14-1503
Volume:
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
Month:
May
Year:
2014
Address:
Reykjavik, Iceland
Editors:
Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:
LREC
SIG:
Publisher:
European Language Resources Association (ELRA)
Note:
Pages:
740–747
Language:
URL:
http://www.lrec-conf.org/proceedings/lrec2014/pdf/630_Paper.pdf
DOI:
Bibkey:
Cite (ACL):
Irina Temnikova, Andrea Varga, and Dogan Biyikli. 2014. Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), pages 740–747, Reykjavik, Iceland. European Language Resources Association (ELRA).
Cite (Informal):
Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests (Temnikova et al., LREC 2014)
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PDF:
http://www.lrec-conf.org/proceedings/lrec2014/pdf/630_Paper.pdf
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