• DocumentCode
    2054624
  • Title

    Changes in Muslim Nations´ Centrality Mined from Open-Source World Jihad News: A Comparison of Networks in Late 2010, Early 2011, and Post-Bin Laden

  • Author

    Danowski, James A.

  • Author_Institution
    Dept. of Commun., Univ. of Illinois at Chicago, Chicago, IL, USA
  • fYear
    2011
  • fDate
    12-14 Sept. 2011
  • Firstpage
    314
  • Lastpage
    321
  • Abstract
    This research analyzes the changes in Muslim nation (MN) networks and semantic networks associated with Jihad linked with three recent periods: 1) the late 2010 period, the early 2011 Muslim Middle East and North Africa uprisings and 3) the takedown of Osama Bin Laden. Mined were transcripts of web sites, broadcasts, newspapers, and other content captured for 46 Muslim nations. Results show that Somalia made the largest move upward across the three periods, increasing 21 times in network centrality. Iran is consistently in the top 2 positions. The network increased in link strength and in degree but became less structured in the early uprising period, and continued the decline in structure in the post-Bin Laden period, results consistent with crisis effects. Words paired with \´jihad\´ that increased and decreased in the early uprising and post-Bin Laden periods revealed messages that reflected major changes in substantive content in the three periods. The results appear to have face validity, and demonstrate how mining open-sources for inter-nation networks and for semantic networks about a topic of interest, in this case: \´jihad, " can provide quantitative evidence with statistical tests that have intelligence and security implications.
  • Keywords
    data mining; security of data; social networking (online); Muslim Middle East uprisings; Muslim nation centrality; Muslim nation networks; North Africa uprisings; Osama Bin Laden takedown; Web sites; face validity; inter-nation network; network centrality; open-source world jihad news; post-Bin Laden period; quantitative evidence; semantic networks; statistical test; substantive content; Benchmark testing; Data mining; Fluid flow measurement; Periodic structures; Security; Semantics; Social network services; Islamists; Middle-East uprisings; Muslim nations; Osama Bin Laden takedown; international networks; jihad; semantic networks; social network analysis; web mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence and Security Informatics Conference (EISIC), 2011 European
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4577-1464-1
  • Electronic_ISBN
    978-0-7695-4406-9
  • Type

    conf

  • DOI
    10.1109/EISIC.2011.69
  • Filename
    6061224