Application Of Recurrent Neural Networks In Toxic Comment Classification
September 18, 2023
Moderators of online discussion forums often struggle with controlling extremist comments on their platforms. To help provide an efficient and accurate tool to detect online toxicity, we apply word2vec’s Skip-Gram embedding vectors, Recurrent Neural Network models like Bidirectional Long Short-term Memory to tackle a toxic comment classification problem with a labeled dataset from Wikipedia Talk ...
Automatically Detecting The Resonance Of Terrorist Movement Frames On The Web
September 18, 2023
The ever-increasing use of the internet by terrorist groups as a platform for the dissemination of radical, violent ideologies is well documented. The internet has, in this way, become a breeding ground for potential lone-wolf terrorists; that is, individuals who commit acts of terror inspired by the ideological rhetoric emitted by terrorist organizations. These individuals ...
Detection And Analysis Of Online Extremist Communities
September 18, 2023
Online social networks have become a powerful venue for political activism. In many cases large, insular online communities form that have been shown to be powerful diffusion mechanisms of both misinformation and propaganda. In some cases, these groups users advocate actions or policies that could be construed as extreme along nearly any distribution of opinion ...
Promises Of Paradise? – A Study On Official ISIS-Propaganda Targeting Women
September 18, 2023
Since the outbreak of the Syrian civil war in 2011 close to 30 000 foreign recruits from more than 100countries have migrated to the area of Iraq and Syria in support of the terrorist organization this thesis will refer to as ISIS. Among those traveling is a historically unprecedented number of women. Why women are ...
“Support For Sisters Please”: Comparing The Online Roles Of Al-Qaeda Women And Their Islamic State Counterparts
September 18, 2023
This study evaluates female roles in pro-jihadist terrorism by examining online content. Data was collected from 36 Twitter accounts of women associated with al-Qaeda (AQ) affiliated groups for a period of six months. The purpose for collecting this data was to: 1) compare how traditional female roles, as constructed within a jihadi-Salafist ideology, are reproduced ...
Brand Caliphate And Recruitment Between The Genders
September 18, 2023
Since the declaration of the Islamic State (IS) in 2014, men and women have been recruited to join the Caliphate in numbers surpassing those recruited by al Qaida. This variance in recruitment volume is likely attributable to the online propaganda campaign, Brand Caliphate. This thesis looks at the recruitment of women and asks if Brand ...
Pulling Back The Curtain: An Examination Of The English Defence League And Their Use Of Facebook
September 18, 2023
As social media becomes an integral part of our daily lives, and groups seek to utilize this medium to facilitate activism, understanding the nature of these communications and the impact of the content on the individual user becomes a valid area of interest. When one then considers that extremist and terrorist groups have found social ...
Global Village, Global Marketplace, Global War On Terror: Metaphorical Reinscription And Global Internet Governance
September 18, 2023
My thesis examines how metaphors of globalization shape the global governance of the Internet. I consider how, in a short span of time, discussions of the Internet’s globalizing potential have gone from the optimism of the global village to the penchant of the global marketplace to the anxiety of the global war on terror. Building ...
Reducing The Threat Of Terrorism Through Knowledge Sharing In A Virtual Environment Between Law Enforcement And The Private Security Industry
September 18, 2023
Each day approximately 6,800 members of the private security workforce are deployed across Kansas City to provide protection services at venues, many of which have been identified as being critical infrastructure and/or key resources. While these guards are tasked with providing the first line of defense at these locations, there is currently no mechanism or ...
Fighting Words: The Persuasive Effect Of Online Extremist Narratives On The Radicalization Process
September 18, 2023
What causes an individual to take up violence against civilians for the sake of a political, religious, or social goal? Of course, there are many possible answers to this question. But, one view suggests that narratives may play an especially important role in changing the beliefs, attitudes, and intentions that are precursors to terrorism. There ...