Content Moderation in Social Media: The Characteristics, Degree, and Efficiency of User Engagement

K Wang, Z Fu, L Zhou, Y Zhu - 2022 3rd Asia Symposium on …, 2022 - ieeexplore.ieee.org
Social media emerge as common platforms for knowledge sharing/exchange in online
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

R Gorwa, R Binns, C Katzenbach - Big Data & Society, 2020 - journals.sagepub.com
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 …

SoK: Content moderation in social media, from guidelines to enforcement, and research to practice

M Singhal, C Ling, P Paudel, P Thota… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …

Algorithmic Arbitrariness in Content Moderation

JF Gomez, C Machado, LM Paes… - The 2024 ACM Conference …, 2024 - dl.acm.org
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 …

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 …

TAR on social media: A framework for online content moderation

E Yang, DD Lewis, O Frieder - arXiv preprint arXiv:2108.12752, 2021 - arxiv.org
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 …

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 …

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 …

Operationalizing content moderation" accuracy" in the Digital Services Act

JTZ Wei, F Zufall, R Jia - arXiv preprint arXiv:2305.09601, 2023 - arxiv.org
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 …

Empowering first responders through automated multimodal content moderation

D Gupta, I Sen, N Sachdeva… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
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 …