• DocumentCode
    2406631
  • Title

    Innovative filtering techniques and customized analytics tools

  • Author

    Bosch, Harald ; Heinrich, Jorg ; Muller, Candice ; Hoferlin, B. ; Reina, Guido ; Hoferlin, Markus ; Worner, Michael ; Koch, Stephan

  • Author_Institution
    Visualization & Interactive Syst. Inst., Univ. Stuttgart, Stuttgart, Germany
  • fYear
    2009
  • fDate
    12-13 Oct. 2009
  • Abstract
    The VAST 2009 Challenge consisted of three heterogeneous synthetic data sets organized into separate mini-challenges with minimal correspondence information. The challenge task was the identification of a suspected data theft from cyber and real-world traces. The grand challenge required integrating the findings from the mini challenges into a plausible, consistent scenario. A mixture of linked, customized tools based on queryable models and rapid prototyping as well as generic analysis tools (developed in-house) helped us correctly solve all of the mini challenges. A collaborative analytic process was employed to reconstruct the scenario and to propose the correct steps for the reliable identification of the criminal organization based on activity traces of its members.
  • Keywords
    information filtering; collaborative analytic process; customized analytics tools; heterogeneous synthetic data sets; innovative filtering techniques; queryable models; rapid prototyping; Collaboration; Data visualization; Information analysis; Information filtering; Information filters; Interactive systems; Network servers; Social network services; Telecommunication traffic; H.5.2 [Information Interfaces and Presentation]: User Interfaces—GUI; I.2.10 [Artificial Intelligence]: Vision and Scene Understanding—Video Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Visual Analytics Science and Technology, 2009. VAST 2009. IEEE Symposium on
  • Conference_Location
    Atlantic City, NJ
  • Print_ISBN
    978-1-4244-5283-5
  • Type

    conf

  • DOI
    10.1109/VAST.2009.5334300
  • Filename
    5334300