Multimodal Classification of Violent Online Political Extremism Content with Graph Convolutional Networks
September 18, 2023
In this paper we present a multimodal approach to categorizing user posts based on their discussion topic. To integrate heterogeneous information extracted from the posts, i.e. text, visual content and the information about user interactions with the online platform, we deploy graph convolutional networks that were recently proven effective in classification tasks on knowledge graphs. ...
Determining The Role Of The Internet In Violent Extremism And Terrorism Six Suggestions For Progressing Research
September 18, 2023
Some scholars and others are sceptical of a significant role for the Internet in processes of violent radicalisation. There is increasing concern on the part of other scholars, and increasingly also policymakers and publics, that easy availability of violent extremist content online may have violent radicalising effects. This article identifies a number of core questions ...
Literature Review: The Impact of Digital Communications Technology on Radicalisation and Recruitment
September 18, 2023
This literature review seeks to reorient the discourse on radicalization to consider the connection between communication technology and violent extremism. By interrogating three central questions vexing policy-makers, law enforcement officials and academics, this review moves away from a monolithic understanding of the internet and showcases the opportunities afforded by different communications technologies within the context ...