• DocumentCode
    2643298
  • Title

    Developing a Dark Web collection and infrastructure for computational and social sciences

  • Author

    Zhang, Yulei ; Zeng, Shuo ; Huang, Chun-Neng ; Fan, Li ; Yu, Ximing ; Dang, Yan ; Larson, Catherine A. ; Denning, Dorothy ; Roberts, Nancy ; Chen, Hsinchun

  • Author_Institution
    Dept. of Manage. Inf. Syst., Univ. of Arizona, Tucson, AZ, USA
  • fYear
    2010
  • fDate
    23-26 May 2010
  • Firstpage
    59
  • Lastpage
    64
  • Abstract
    In recent years, there have been numerous studies from a variety of perspectives analyzing the Internet presence of hate and extremist groups. Yet the websites and forums of extremist and terrorist groups have long remained an underutilized resource for terrorism researchers due to their ephemeral nature and access and analysis problems. The purpose of the Dark Web archive is to provide a research infrastructure for use by social scientists, computer and information scientists, policy and security analysts, and others studying a wide range of social and organizational phenomena and computational problems. The Dark Web Forum Portal provides web enabled access to critical international jihadist and other extremist web forums. The focus of this paper is on the significant extensions to previous work including: increasing the scope of data collection, adding an incremental spidering component for regular data updates; enhancing the searching and browsing functions; enhancing multilingual machine-translation for Arabic, French, German and Russian; and advanced Social Network Analysis. A case study on identifying active participants is shown at the end.
  • Keywords
    Computer security; Data visualization; Information analysis; Information security; Internet; National security; Natural languages; Social network services; Terrorism; Uniform resource locators; Dark Web archive; incremental forum spidering; multilingual translation; social network visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence and Security Informatics (ISI), 2010 IEEE International Conference on
  • Conference_Location
    Vancouver, BC, Canada
  • Print_ISBN
    978-1-4244-6444-9
  • Type

    conf

  • DOI
    10.1109/ISI.2010.5484774
  • Filename
    5484774