• DocumentCode
    672141
  • Title

    Topic modelling in the information warfare domain

  • Author

    de Waal, Alta ; Mouton, Francois

  • Author_Institution
    Defence, Peace, Safety & Security, Council for Ind. & Sci. Res., Pretoria, South Africa
  • fYear
    2013
  • fDate
    25-27 Nov. 2013
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    In this paper we provide context to Topic Modelling as an Information Warfare technique. Topic modelling is a technique that discovers latent topics in unstructured and unlabelled collection of documents. The topic structure can be searched for interesting and relevant topics. The objectives of this paper is to describe topic modelling, put it in context as a useful IW technique and illustrate its use with two examples. We discuss several applications of topic modelling in the safety and security domain and list several topic model variations that are of special interest to the IW domain.
  • Keywords
    social networking (online); text analysis; IW technique; information warfare domain; latent topics discovery; safety domain; security domain; text analysis; topic modelling; topic structure search; unstructured-unlabelled document collection; Adaptation models; Analytical models; Context; Data models; Data visualization; Forensics; Visualization; information warfare; public media; social networks; topic modelling; visualisation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Adaptive Science and Technology (ICAST), 2013 International Conference on
  • Conference_Location
    Pretoria
  • Type

    conf

  • DOI
    10.1109/ICASTech.2013.6707492
  • Filename
    6707492