Journal Article |
Prototype and Analytics for Discovery and Exploitation of Threat Networks on Social Media
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Identifying and profiling threat actors are high priority tasks for a number of governmental organizations. These threat actors may operate actively, using the Internet to promote propaganda, recruit new members, or exert command and control over their networks. Alternatively, threat actors may operate passively, demonstrating operational security awareness online while using their Internet presence to gather information they need to pose an offline physical threat. This paper presents a flexible new prototype system that allows analysts to automatically detect, monitor and characterize threat actors and their networks using publicly available information. The proposed prototype system fills a need in the intelligence community for a capability to automate manual construction and analysis of online threat networks. Leveraging graph sampling approaches, we perform targeted data collection of extremist social media accounts and their networks. We design and incorporate new algorithms for role classification and radicalization detection using insights from social science literature of extremism. Additionally, we develop and implement analytics to facilitate monitoring the dynamic social networks over time. The prototype also incorporates several novel machine learning algorithms for threat actor discovery and characterization, such as classification of user posts into discourse categories, user post summaries and gender prediction.
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2019 |
Simek, O., Shah, D. and Heier, A. |
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Journal Article |
Challenges and Frontiers in Abusive Content Detection
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Online abusive content detection is an inherently difficult task. It has received considerable attention from academia, particularly within the computational linguistics community, and performance appears to have improved as the field has matured. However, considerable challenges and unaddressed frontiers remain, spanning technical, social and ethical dimensions. These issues constrain the performance, efficiency and generalizability of abusive content detection systems. In this article we delineate and clarify the main challenges and frontiers in the field, critically evaluate their implications and discuss potential solutions. We also highlight ways in which social scientific insights can advance research. We discuss the lack of support given to researchers working with abusive content and provide guidelines for ethical research.
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2019 |
Vidgen, B., Harris, A., Nguyen, D., Tromble, R., Hale, S. and Margetts, H. |
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Report |
Hate Speech and Radicalisation Online The OCCI Research Report
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The research series Hate Speech and Radicalisation on the Internet provides interdisciplinary insights into the current developments of extremist activities on the internet. With the aid of expert contributions from all over Germany, the psychological, political, anthropological and technological aspects of online hate speech and radicalisation will be considered and recommendations will be made for political leaders, social media platforms as well as NGOs and activists.
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2019 |
Baldauf, J., Ebner, J. and Guhl, J. (Eds.) |
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Journal Article |
Misogynistic Men Online: How the Red Pill Helped Elect Trump
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Donald Trump’s 2016 electoral victory was a shock for feminist scholars, yet it was no surprise to his legion of supporters in alt-right digital spaces. In this essay, we analyze one of the online forums that helped propel Trump to electoral victory. Drawing on social movement concepts and an analysis of 1,762 posts, we show how leaders of the forum the “Red Pill” were able to move a community of adherents from understanding men’s rights as a personal philosophy to political action. This transition was no small endeavor. The Red Pill forum was explicitly apolitical until the summer before the 2016 election. During the election, forum leaders linked the forum’s neoliberal, misogynistic collective identity of alpha masculinity to Trump’s public persona and framed his political ascendance as an opportunity to effectively push back against feminism and get a “real” man into the White House. We argue that while previous research shows the importance of alt-right virtual spaces in creating and maintaining racist collective identities, we know very little about how men conceptualize gender in ways that inform their personal and political action—and this is to our detriment. We conclude the essay by arguing that feminists need to understand how men cultivate extreme personal and political identities in online forums so that we can better understand how new technologies are used to move individuals from the armchair to the streets.
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2019 |
Dignam, A.P. and Rohlinger, D.A. |
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Journal Article |
Triggered by Defeat or Victory? Assessing the Impact of Presidential Election Results on Extreme Right-Wing Mobilization Online
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The theoretical literature from criminology, social movements, and political sociology, among others, includes diverging views about how political outcomes could affect movements. Many theories argue that political defeats motivate the losing side to increase their mobilization while other established models claim the winning side may feel encouraged and thus increase their mobilization. We examine these diverging perspectives in the context of the extreme right online and recent presidential elections by measuring the effect of the 2008 and 2016 election victories of Obama and Trump on the volume of postings on the largest white supremacy web-forum. ARIMA time series using intervention modeling showed a significant and sizable increase in the total number of posts and right-wing extremist posts but no significant change for firearm posts in either election year. However, the volume of postings for all impact measures was highest for the 2008 election.
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2020 |
Scrivens, R., Burruss, G.W., Holt, T.J., Chermak, S.M., Freilich, J.D. and Frank, R. |
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Journal Article |
“Deplorable” Satire: Alt-Right Memes, White Genocide Tweets, and Redpilling Normies.
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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.
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2019 |
Greene, V.S. |
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