Content Moderation in Social Media: The Characteristics, Degree, and Efficiency of User Engagement
Social media emerge as common platforms for knowledge sharing/exchange in online
communities. Meanwhile, they also become a hotbed for the diffusion of misinformation …
communities. Meanwhile, they also become a hotbed for the diffusion of misinformation …
Algorithmic content moderation: Technical and political challenges in the automation of platform governance
As government pressure on major technology companies builds, both firms and legislators
are searching for technical solutions to difficult platform governance puzzles such as hate …
are searching for technical solutions to difficult platform governance puzzles such as hate …
SoK: Content moderation in social media, from guidelines to enforcement, and research to practice
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …
employing various moderation policies to counter hate speech and misinformation. The goal …
Algorithmic Arbitrariness in Content Moderation
Machine learning (ML) is widely used to moderate online content. Despite its scalability
relative to human moderation, the use of ML introduces unique challenges to content …
relative to human moderation, the use of ML introduces unique challenges to content …
Personalized Content Moderation and Emergent Outcomes
N Gurkan, M Almarzouq, PR Murugaraj - arXiv preprint arXiv:2405.09640, 2024 - arxiv.org
Social media platforms have implemented automated content moderation tools to preserve
community norms and mitigate online hate and harassment. Recently, these platforms have …
community norms and mitigate online hate and harassment. Recently, these platforms have …
TAR on social media: A framework for online content moderation
Content moderation (removing or limiting the distribution of posts based on their contents) is
one tool social networks use to fight problems such as harassment and disinformation …
one tool social networks use to fight problems such as harassment and disinformation …
Transparency in content and source moderation
C Adithya Rajesh, D Chathanya Shyam… - Advances in Data …, 2023 - books.google.com
Millions of users are active on several social media platforms such as Twitter, Facebook, and
Google. Due to this, there are bound to be polarizing views of people on certain topics …
Google. Due to this, there are bound to be polarizing views of people on certain topics …
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators
YT Cao, LF Domingo, SA Gilbert, M Mazurek… - arXiv preprint arXiv …, 2023 - arxiv.org
Extensive efforts in automated approaches for content moderation have been focused on
developing models to identify toxic, offensive, and hateful content--with the aim of lightening …
developing models to identify toxic, offensive, and hateful content--with the aim of lightening …
Operationalizing content moderation" accuracy" in the Digital Services Act
The Digital Services Act, recently adopted by the EU, requires social media platforms to
report the" accuracy" of their automated content moderation systems. The colloquial term is …
report the" accuracy" of their automated content moderation systems. The colloquial term is …
Empowering first responders through automated multimodal content moderation
Social media enables users to spread information and opinions, including in times of crisis
events such as riots, protests or uprisings. Sensitive event-related content can lead to …
events such as riots, protests or uprisings. Sensitive event-related content can lead to …