Towards Text Processing System for Emergency Event Detection in the Arctic Zone

We present the ongoing work on text processing system for detection and analysis of events related to emergencies in the Arctic zone. The peculiarity of the task consists in data sparseness and scarceness of tools / language resources for processing such specific texts. The system performs focused crawling of documents related to emergencies in the Arctic region, text parsing including named entity recognition and geotagging, and indexing texts with their metadata for faceted search. The system aims at processing both English and Russian text messages and documents. We report the preliminary results of the experimental evaluation of the system components on Twitter data.

Publisher
ФИЦ ИУ РАН
Language
English
Pages
225-232
Status
Published
Year
2016
Organizations
  • 1 Peoples Friendship University of Russia
Keywords
FOCUSED CRAWLING; EVENT DETECTION; MONITORING; NAMED ENTITY RECOGNITION; TEXT PROCESSING; INFORMATION SEARCH
Date of creation
30.10.2018
Date of change
11.05.2020
Short link
https://repository.rudn.ru/en/records/article/record/30882/
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