• 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