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Fairness, Bias, and Research Governance / Fairness, Bias, and Cultural Adaptation in Online Content Moderation

Researchers lack low-cost, accurate tools to analyze hateful visual content on social media.

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Researchers lack low-cost, accurate tools to analyze hateful visual content on social media.

CSCW '24Working with Color: How Color Quantization Can Aid Researchers of Problematic Information

Similar questions

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Arabic users believe Facebook unfairly removes content related to the Israel-Palestine conflict.

CHI '25Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Legitimate expression by minority groups is often wrongly removed while hate speech is missed by content moderation.

CHI '25Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Children on platforms such as Roblox are exposed to risks including gambling, fraud, and sexual harassment.

CHI '25"The System is Made to Inherently Push Child Gambling in my Opinion": Child Safety, Monetization, and Moderation on Roblox

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Disabled users frequently encounter ableist content on social media, but existing filtering tools fail to protect them effectively.

CHI '25“Ignorance is not Bliss”: Designing Personalized Moderation to Address Ableist Hate on Social Media

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Users lack trust in the fairness and transparency of social platform governance.

CHI '25The Effects and Non-Effects of Social Sanctions from User Jury-Based Content Moderation Decisions on Weibo

lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation

Platform content moderation often ignores cultural differences, causing user dissatisfaction and misjudgment.

CSCW '24Human-AI Collaboration to Facilitate Culturally-Aware Content Moderation

Related papers

Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

Walid Magdy, Hamdy Mubarak, Joni Salminen

Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

David Hartmann, Amin Oueslati, Dimitri Staufer

"The System is Made to Inherently Push Child Gambling in my Opinion": Child Safety, Monetization, and Moderation on Roblox

Yubo Kou, Rie Helene (Lindy) Hernandez, Xinning Gui

“Ignorance is not Bliss”: Designing Personalized Moderation to Address Ableist Hate on Social Media

Sharon Heung, Lucy Jiang, Shiri Azenkot

The Effects and Non-Effects of Social Sanctions from User Jury-Based Content Moderation Decisions on Weibo

Andy Zhao, Will Hobbs

Exposed or Erased: Algorithmic Censorship of Nudity in Art

Piera Riccio, Thomas Hofmann, Nuria Oliver

Systemization of Knowledge (SoK): Creating a Research Agenda for Human-Centered Real-Time Risk Detection on Social Media Platforms

Ashwaq Alsoubai, Jinkyung Katie Park, Sarvech Qadir

Understanding Underground Incentivized Review Services

Rajvardhan Oak, Zubair Shafiq

"I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.": A Study of Blind TikTokers’ Content Moderation Experiences

Yao Lyu, Jie Cai, Anisa Callis

It's Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias

Jaron Mink, Miranda Wei, Collins W. Munyendo

Towards Leveraging AI-based Moderation to Address Emergent Harassment in Social Virtual Reality

Kelsea Schulenberg, Lingyuan Li, Guo Freeman

Decolonizing Content Moderation: Does Uniform Global Community Standard Resemble Utopian Equality or Western Power Hegemony?

Farhana Shahid, Aditya Vashistha