Policy Brief: From Pilots to Practice: Risk-informed utilization of online data for preventing violent extremism and addressing hate speech
September 18, 2023
The Policy Brief and accompanying Guidance Note on utilizing online data to prevent violent extremism and hate speech apply the lessons learned from UNDP practitioners working on Preventing Violent Extremism (PVE) across seven country offices by undertaking pilot projects that collect, analyse and apply online data to their programming. The Policy Brief outlines the major ...
Linguistic Patterns for Code Word Resilient Hate Speech Identification
September 18, 2023
The permanent transition to online activity has brought with it a surge in hate speech discourse. This has prompted increased calls for automatic detection methods, most of which currently rely on a dictionary of hate speech words, and supervised classification. This approach often falls short when dealing with newer words and phrases produced by online ...
A Context Aware Embedding for the Detection of Hate Speech in Social Media Networks
September 18, 2023
Proliferation of social media platforms in recent past has resulted into upsurge in the number of users. Advent of these sites have paved way for the users to easily express share and communicate. In such a scenario, it is imperative to analyze the content and identify nasty content so as to avoid unpleasant situations. Machine ...
Short of Suspension: How Suspension Warnings Can Reduce Hate Speech on Twitter
September 18, 2023
Debates around the effectiveness of high-profile Twitter account suspensions and similar bans on abusive users across social media platforms abound. Yet we know little about the effectiveness of warning a user about the possibility of suspending their account as opposed to outright suspensions in reducing hate speech. With a pre-registered experiment, we provide causal evidence ...
Assessing the Extent and Types of Hate Speech in Fringe Communities: A Case Study of Alt-Right Communities on 8chan, 4chan, and Reddit
September 18, 2023
Recent right-wing extremist terrorists were active in online fringe communities connected to the alt-right movement. Although these are commonly considered as distinctly hateful, racist, and misogynistic, the prevalence of hate speech in these communities has not been comprehensively investigated yet, particularly regarding more implicit and covert forms of hate. This study exploratively investigates the extent, ...
The Online Intersection among Islamophobia, Populism, and Hate Speech: An Italian Perspective
September 18, 2023
Online radical Islam is a topic widely studied by scholars and notoriously discussed among non- experts as well (; ; ). Because of its intrinsic characteristics (i.e. accessibility, anonymity, or users’ identity dissimulation), the internet has always been a useful tool for propagandists of Islamic fundamentalism (; ; ). However, in the last decade, studies ...
Chapter 10: On free public communication and terrorism online
September 18, 2023
The basic issue that this chapter examines is how we set morally justifiable limits on what people say online, with a specific focus on speech acts related to terrorism. The chapter takes as one of its foundational assumptions that there are situations in which free speech, while an important and potentially fundamental right, can be ...