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
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;
Conference_Titel :
Adaptive Science and Technology (ICAST), 2013 International Conference on
Conference_Location :
Pretoria
DOI :
10.1109/ICASTech.2013.6707492