Topic modelling in the information warfare domain

Alta de Waal, Francois Mouton
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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.
信息战领域的主题建模
在本文中,我们为主题建模作为一种信息战技术提供了背景。主题建模是一种在非结构化和未标记的文档集合中发现潜在主题的技术。主题结构可以搜索有趣和相关的主题。本文的目的是描述主题建模,将其作为一种有用的IW技术放在上下文中,并通过两个示例说明其使用。我们讨论了主题建模在安全和安保领域的几个应用,并列出了IW领域特别感兴趣的几个主题模型变体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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