DocumentCode :
2127219
Title :
Exploiting Twitter for Border Security-Related Intelligence Gathering
Author :
Piskorski, Jaroslaw ; Tanev, Hristo ; Balahur, Alexandra
Author_Institution :
Frontex, Warsaw, Poland
fYear :
2013
fDate :
12-14 Aug. 2013
Firstpage :
239
Lastpage :
246
Abstract :
Nowadays, an ever-growing amount of information is being transferred through web-based social media. In particular, Twitter emerged to be an important social medium providing most up-to-date information and comments on current events and topics of any kind. This led to a continuous growth of the interest of various security-related organizations in tools for real-time monitoring of Twitter streams to collect information there from. In this paper we present some initial explorations on how to exploit Twitter for border security-related intelligence gathering. To be more precise, we present techniques for: (a) retrieving and analyzing tweets posted in third countries, in which opinions and information are provided on migration to Europe or related issues (here we experimented with sentiment analysis for improving the retrieval performance), and (b) enhancing the information extracted from online news on border security-related events in third countries with information extracted from Twitter.
Keywords :
data mining; information retrieval; national security; police data processing; public administration; social networking (online); text analysis; Europe; Web-based social media; border security-related intelligence gathering; current events; information collection; information extraction; migration; online news; opinions; real-time Twitter stream monitoring; retrieval performance; security-related organizations; sentiment analysis; tweet analysis; tweet retrieval; up-to-date comments; up-to-date information; Context; Data mining; Europe; Feature extraction; Media; Training; Twitter; africa; border intelligence; early warning; event extraction; immigration; sentiment analysis; situation awareness; social media; twitter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligence and Security Informatics Conference (EISIC), 2013 European
Conference_Location :
Uppsala
Type :
conf
DOI :
10.1109/EISIC.2013.63
Filename :
6657174
Link To Document :
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