" I'm not sure what difference is between their content and mine, other than the person itself" A Study of Fairness Perception of Content Moderation on YouTube

R Ma, Y Kou - Proceedings of the ACM on Human-Computer …, 2022 - dl.acm.org
How social media platforms could fairly conduct content moderation is gaining attention from
society at large. Researchers from HCI and CSCW have investigated whether certain factors …

[HTML][HTML] The human cost of online content moderation

A Arsht, D Etcovitch - Harvard Journal of Law and Technology, 2018 - jolt.law.harvard.edu
Who enforces the content guidelines promulgated by mega-platforms that host user-
generated content, such as Facebook, Twitter, and Youtube? While the specifics remain …

Conceptualizing visual analytic interventions for content moderation

S Vaidya, J Cai, S Basu, A Naderi… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Modern social media platforms like Twitch, YouTube, etc., embody an open space for
content creation and consumption. However, an unintended consequence of such content …

Automated content classification in social media platforms

TM Chen - Securing Social Networks in Cyberspace, 2021 - taylorfrancis.com
Social media platforms have developed comprehensive community standards to foster safe
and inoffensive environments. These community standards cover a range of unwanted …

Biasx:" thinking slow" in toxic content moderation with explanations of implied social biases

Y Zhang, S Nanduri, L Jiang, T Wu, M Sap - arXiv preprint arXiv …, 2023 - arxiv.org
Toxicity annotators and content moderators often default to mental shortcuts when making
decisions. This can lead to subtle toxicity being missed, and seemingly toxic but harmless …

Social media moderation and content generation: evidence from user bans

X Zhang, Z Wei, Q Du, Z Zhang - Available at SSRN 4089011, 2023 - papers.ssrn.com
The rise of inappropriate content (eg, misinformation, spam, hate speech, etc.) has become
a major concern for social media platforms. To deal with such challenges, platforms adopt …

Playing with machines: Using machine learning to understand automated copyright enforcement at scale

JE Gray, NP Suzor - Big Data & Society, 2020 - journals.sagepub.com
This article presents the results of methodological experimentation that utilises machine
learning to investigate automated copyright enforcement on YouTube. Using a dataset of …

Diverse Perspectives Can Mitigate Political Bias in Crowdsourced Content Moderation

J Thebault-Spieker, S Venkatagiri, N Mine… - Proceedings of the 2023 …, 2023 - dl.acm.org
In recent years, social media companies have grappled with defining and enforcing content
moderation policies surrounding political content on their platforms, due in part to concerns …

Not judging a user by their cover: understanding harm in multi-modal processing within social media research

J Jiang, S Vosoughi - Proceedings of the 2nd International Workshop on …, 2020 - dl.acm.org
Social media has shaken the foundations of our society, unlikely as it may seem. Many of the
popular tools used to moderate harmful digital content, however, have received widespread …

The discourse of online content moderation: Investigating polarized user responses to changes in reddit's quarantine policy

Q Shen, C Rose - Proceedings of the third workshop on abusive …, 2019 - aclanthology.org
Recent concerns over abusive behavior on their platforms have pressured social media
companies to strengthen their content moderation policies. However, user opinions on these …