Detection And Classification Of Social Media Based Extremist Affiliations Using Sentiment Analysis Techniques
September 18, 2023
Identification and classification of extremist-related tweets is a hot issue. Extremist gangs have been involved in using social media sites like Facebook and Twitter for propagating their ideology and recruitment of individuals. This work aims at proposing a terrorism-related content analysis framework with the focus on classifying tweets into extremist and non-extremist classes. Based on ...
Terrorists And Cyberspace: The Digital Battleground
September 18, 2023
This thesis asks why and how terrorist organizations use the Internet to achieve three strategic goals: 1) the dissemination of propaganda, 2) recruitment and 3) fundraising. It is immediately apparent that the Internet offers a number of advantages, including low cost, global reach, and anonymity. Nonetheless, terrorist organizations vary in their exploitation of these advantages ...
#IslamicState: An Analysis Of Tweets In Support Of ISIS After The November 2015 Attacks In Paris
September 18, 2023
With the popularity and ease of using social media platforms, users are able to, in varying capacities, connect with others in varying capacities. During 2015, there were approximately 305 million worldwide active monthly Twitter users. While Twitter has maintained implementation of their counter-extremism policies, supporters of ISIS have found ways to navigate around them and ...
A Study Of Outlinks Contained In Tweets Monitoring Rumiyah
September 18, 2023
This paper focuses on the attempts by Daesh (also known as the Islamic State of Iraq and Syria, ISIS) to use Twitter to disseminate its online magazine, Rumiyah. It examines a data set of 11,520 tweets mentioning Rumiyah that contained an out link, to evaluate the success of Daesh’s attempts to use Twitter as a ...
Competition And Innovation In A Hostile Environment: How Jabhat Al Nusra And Islamic State Moved To Twitter In 2013-2014
September 18, 2023
Social media offer unprecedented opportunities to terrorist groups to spread their message and target specific audiences for indoctrination and recruitment. In 2013 and 2014, social media, in particular Twitter, overtook Internet forums as preferred space for jihadist propaganda. This article looks into Arabic statements by Jabhat al Nusra, Islamic State and jihadist forum administrators and ...
A Dialectical Approach To Online Propaganda: Australia’s United Patriots Front Right Wing Politics And Islamic State
September 18, 2023
This article examines how the United Patriots Front (UPF), an Australian far-right organization, has communicated its ideology with reference to right-wing politics in Australia, Western Europe, and the United States, and through allusions to Islamic State. The investigation uses critical discourse and documentary analysis and a framework derived from the theory of Pierre Bourdieu to ...
Wie Extrem ist die Rechte in Europa? Untersuchung von Überschneidungen in der deutschen Rechtsaußenszene auf Twitter
September 18, 2023
Ziel dieser Arbeit ist es, die Überschneidungen in der Rechtsaußenszene auf Twitter zu ermitteln und insbesondere festzustellen, inwieweit verschiedene Gruppen in der Szene tatsächlich auf die gleiche Weise über dieselben Themen sprechen, trotz offensichtlicher Unterschiede im Tonfall und den zugrunde liegenden Ideologien. Wir verwenden einen Mischmethodenansatz: Zunächst wollen wir einen oberflächlichen Einblick in die extrem ...
Antisemitism on Twitter: Collective Efficacy and the Role of Community Organisations in Challenging Online Hate Speech
September 18, 2023
In this article, we conduct a comprehensive study of online antagonistic content related to Jewish identity posted on Twitter between October 2015 and October 2016 by UK-based users. We trained a scalable supervised machine learning classifier to identify antisemitic content to reveal patterns of online antisemitism perpetration at the source. We built statistical models to ...
Beyond The “Big Three”: Alternative Platforms For Online Hate Speech
September 18, 2023
In recent years, most international studies on hate speech online have focused on the three platforms traditionally considered the most influential: Facebook, YouTube and Twitter. However, their predominance as the biggest international social networks is no longer uncontested. Other networks are on the rise and young users especially lose interest in the ‘old’ platforms. In ...
On the Origins of Memes by Means of Fringe Web Communities
September 18, 2023
Internet memes are increasingly used to sway and manipulate public opinion. This prompts the need to study their propagation, evolution, and influence across the Web. In this paper, we detect and measure the propagation of memes across multiple Web communities, using a processing pipeline based on perceptual hashing and clustering techniques, and a dataset of ...