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. ...
Arguing with ISIS: Web 2.0, Open Source Journalism, and Narrative Disruption
September 18, 2023
This paper considers American strategies for countering ISIS social media, focusing on notions of narrative and rational debate in the Web 2.0 era. In addition to chronicling an evolution in American governmental ideas about the online public sphere, the paper looks specifically at the work of Al-Tamimi, an open source journalist who verifies and catalogues ...
Apocalypse, Later: A Longitudinal Study of the Islamic State Brand
September 18, 2023
This article compares two universes of official Islamic State media that were compiled 18 months apart. It explores the nuances of the group’s worldview and illustrates the extent to which external and internal situational exigencies impacted the Islamic State’s brand during its formative years as caliphate. It finds that the organization’s media infrastructure was about ...
The Viral Mediation of Terror: ISIS, Image, Implosion
September 18, 2023
Operations involving the capture, processing, and transmission of terrorist events, campaigns, or images produce effects well beyond the representational/informational functions of media. This article examines several unspoken effects involved in the mediation of terrorism. We analyze the extent to which several mechanisms and operations of western media may be complicit in, if not fundamental to, ...
One Apostate Run Over, Hundreds Repented: Excess, Unthinkability, and Infographics from the War with I.S.I.S.
September 18, 2023
Compared to the more spectacular elements of its media repertoire—the slick recruitment campaigns on social media, the artfully composed battlefield footage, the grisly executions—I.S.I.S.’s infographics may seem dull, even trivial. Indeed, these data visualizations have gone largely unremarked, eliciting more bemusement than serious consideration. Against the tendency to discount these images, however, I argue that ...
‘Like Sheep Among Wolves’: Characterizing Hateful Users on Twitter
September 18, 2023
Hateful speech in Online Social Networks (OSNs) is a key challenge for companies and governments, as it impacts users and advertisers, and as several countries have strict legislation against the practice. This has motivated work on detecting and characterizing the phenomenon in tweets, social media posts and comments. However, these approaches face several shortcomings due ...
Islam on Youtube: Online Debates, Protests, and Extremism
September 18, 2023
This book offers empirical insight into the way Muslims reacted online towards various controversial issues related to Islam. The book examines four cases studies: The Muhammed’s cartoons, the burning of the Quran controversies, Fitna and the Innocence of Muslims’ films. The issues of online religion, social movements and extremism are discussed, as many of the ...
The Path to Persuasion: An Investigation into how Al-Shabab Constructs their Brand in their Digital Magazine Gaidi Mtaani.
September 18, 2023
Branding strategies are becoming increasingly important for terrorist organisations who need to take a more purposeful approach at imbuing aspirational associations to their organisations in order secure recruits and funds in an increasingly competitive environment. The creation and implication of these individual brands are further amplified through the sophisticated harnessing of ICT and digital media, ...
Ideological Rationality and Violence: An Exploratory Study of ISIL’s Cyber Profile
September 18, 2023
This exploratory study examines the narrative space of the Islamic State in Iraq and the Levant (ISIL). Specifically, we developed a methodology to gather, archive, and analyze ISIL’s online presence in social media. Our sample was drawn from transient websites (N = 8308) collected between August 2015 and October 2015. From this pool, we coded ...
The New Netwar: Countering Extremism Online
September 18, 2023
Policy Exchange’s new report provides a comprehensive analysis of the struggle against online jihadist extremism – what we call “the new Netwar”. This issue is vital to UK national security and there is a danger that the blood and treasure we are investing in defeating ISIS in Iraq and Syria will produce little more than ...