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
Link To Document