lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Arabic users believe Facebook unfairly removes content related to the Israel-Palestine conflict.Direction: Fairness, Bias, and Research Governance
Fairness, Bias, and Cultural Adaptation in Online Content Moderation
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2025
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19 items
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.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.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.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users lack trust in the fairness and transparency of social platform governance.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
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
lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Artists on social media are often erroneously censored or blocked by algorithms when sharing artwork.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Social media users are often harmed by misinformation, cyberbullying, and other risks, but real-time detection remains limited.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users are easily misled by fake reviews, creating unfair merchant competition.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
BLV users frequently face unjust content moderation on TikTok, limiting interaction with others.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users face erroneous account review and severe identity bias due to deepfake technology.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
User trust in voice assistants increases the risk of harm from misinformation.CUI '23Misinformation in Third-party Voice Applications
lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Knowledge and experiences of marginalized groups are often unfairly treated and adopted on online platforms.CSCW '23Epistemic Injustice in Online Communities: Unpacking the Values of Knowledge Creation and Curation within CSCW Applications
lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Content creators' monetization and innovation are hindered by opaque content moderation mechanisms.CSCW '23Conceptualizing and Improving Creator Moderation Design with Platform Stakeholders
lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Online harassment in social VR severely affects user experience, and existing moderation mechanisms are limited.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Global South users are marginalized by Western values in content moderation and face unfair treatment.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Community moderators struggle to identify potential misjudgments before rule deployment, requiring substantial manual intervention.lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Content creators struggle to effectively handle large volumes of harassing comments, incurring emotional labor.Related papers
CHI 2025
Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict
Walid Magdy, Hamdy Mubarak, Joni Salminen
CHI 2025
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
CHI 2025
"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
CHI 2025
“Ignorance is not Bliss”: Designing Personalized Moderation to Address Ableist Hate on Social Media
Sharon Heung, Lucy Jiang, Shiri Azenkot
CHI 2025
The Effects and Non-Effects of Social Sanctions from User Jury-Based Content Moderation Decisions on Weibo
Andy Zhao, Will Hobbs
CHI 2024
Exposed or Erased: Algorithmic Censorship of Nudity in Art
Piera Riccio, Thomas Hofmann, Nuria Oliver
CHI 2024
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
CHI 2024
Understanding Underground Incentivized Review Services
Rajvardhan Oak, Zubair Shafiq
CHI 2024
"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
CHI 2024
It's Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias
Jaron Mink, Miranda Wei, Collins W. Munyendo
CHI 2023
Towards Leveraging AI-based Moderation to Address Emergent Harassment in Social Virtual Reality
Kelsea Schulenberg, Lingyuan Li, Guo Freeman
CHI 2023
Decolonizing Content Moderation: Does Uniform Global Community Standard Resemble Utopian Equality or Western Power Hegemony?
Farhana Shahid, Aditya Vashistha
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