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Social media is a modern person’s digital voice to project and engage with new ideas and mobilise communities—a power shared with extremists. Given the societal risks of unvetted content-moderating algorithms for Extremism, Radicalisation, and Hate speech (ERH) detection, responsible software engineering must understand the who, what, when, where, and why such models are necessary to protect user safety and free expression. Hence, we propose and examine the unique research field of ERH context mining to unify disjoint studies. Specifically, we evaluate the start-to-finish design process from socio-technical definition-building and dataset collection strategies to technical algorithm design and performance. Our 2015–2021 51-study Systematic Literature Review (SLR) provides the first cross-examination of textual, network, and visual approaches to detecting extremist affiliation, hateful content, and radicalisation towards groups and movements. We identify consensus-driven ERH definitions and propose solutions to existing ideological and geographic biases, particularly due to the lack of research in Oceania/Australasia. Our hybridised investigation on Natural Language Processing, Community Detection, and visual-text models demonstrates the dominating performance of textual transformer-based algorithms. We conclude with vital recommendations for ERH context mining researchers and propose an uptake roadmap with guidelines for researchers, industries, and governments to enable a safer cyberspace.

VOX-Pol Blog post.

This case study explores the convergence of white extremist political ideology with mainstream political ideology on the micro-blogging platform Twitter – a phenomenon termed “inter-ideological mingling”. Exploring the spread of white extremism in the digital environment can provide insight into the growth of hate groups in the physical environment. A sample of 4800 tweets was examined through hierarchical cluster analysis and textual analysis. Several pieces of evidence were found supporting inter-ideological mingling. Cluster analysis shows that extremist terms are not isolated from terms found in mainstream political discourse. Textual analysis of individual tweets provides evidence for five strategies of inter-ideological mingling: joining, blending, piggybacking, backstaging, and narrating.

The article explores Far Cry 5’s commentary on the rise of the radical right, domestic terrorism, and extremism in America. The game’s two primary modes for this narrative critique involve its use of Christian symbolism and its exploration of doomsday prepper culture. What emerges from this analysis is that Far Cry 5 provides a harrowing reckoning in the rise of extremist thought in this country and its ramifications, one that is a timely reflection of current American culture. In Far Cry 5, America becomes the next great empire poised to fall throughout the game and finally, in its tense final sequences, succumbs to nuclear annihilation.

ISIS and other international terrorist organizations rely on the Internet to disseminate their extremist rhetoric and to recruit people to their cause, particularly through popular online social media applications. Any meaningful counterterrorism strategy must, therefore, account for the ways in which terrorist organizations use the Internet to prey on young, manipulable minds who are drawn to radical ideas and propaganda and to the desire to serve a cause larger than themselves. This article outlines the ways in which extremist organizations use the Internet to ensnare new recruits, analyzes the implications of cyber-recruitment on existing counterterrorism techniques, and suggests ways in which the U.S. government can work with Internet service providers and other major cyber corporations to better address this growing threat.

In the past decade, people associated with what is known as the alt-right have employed a strategy similar to that of progressive, antiracist satirists to advance a decidedly white supremacist, anti-Semitic, misogynist, and deadly serious agenda. As this article documents, the alt-right weaponizes irony to attract and radicalize potential supporters, challenge progressive ideologies and institutions, redpill normies, and create a toxic counterpublic. Discussing examples of satiric irony generated by the extreme right alongside those produced by the (often mainstream) left, this article pairs two satirical memes, two activists’ use of irony, two ambiguously satirical tweets, and two recent controversies pertaining to racism and satire so as to illustrate how people with very different political commitments employ a similar style with potent effects. Of particular significance are reverse racism discourses, including “white genocide,” and the increasingly complicated relationship between intentions, extremism, and satire.