helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Does Facebook content moderation exhibit systematic bias against Arabic 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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helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do people from different cultural backgrounds interpret Facebook community standards, and how does this affect moderation fairness?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What specific types of misjudgments or contradictions does Facebook's algorithm cause when moderating Arabic content?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What functional deficiencies do commercial content moderation APIs have in handling hate speech?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Do these APIs show bias when moderating content across target groups and language varieties?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can a reproducible framework be designed to audit black-box NLP models for performance and fairness?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do game creators perceive child safety risks in design practice?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What are the main causes of these child safety risks?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can category-based custom 'anti-ableism' content filters be designed for social media users?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do users perceive the impact of different ways of presenting hostile content (e.g., warnings, AI rewriting) on mental health and decision-making?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
When filtering ableist content, how can user autonomy be balanced with transparency and accuracy of AI detection?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How effective are social sanctions and group norms at reducing harmful behavior on social media in real-world settings?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How does Weibo's Community Committee 'digital jury' model influence the behavior of users who violate platform norms?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do gender variables or group dynamics affect the effectiveness of social sanctions?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can a culturally sensitive content moderation system be designed to promote online platform fairness and user satisfaction?CSCW '24Human-AI Collaboration to Facilitate Culturally-Aware Content Moderation
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can human-AI collaboration achieve more effective cultural adaptability in content moderation?CSCW '24Human-AI Collaboration to Facilitate Culturally-Aware Content Moderation
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Can generative AI (e.g., LLMs) help users optimize online discussion tone and reduce misunderstanding?CSCW '24Human-AI Collaboration to Facilitate Culturally-Aware Content Moderation
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can color quantization analyze visualization of misinformation and hate content spread on social media?CSCW '24Working with Color: How Color Quantization Can Aid Researchers of Problematic Information
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Can non-AI, non-ML methods improve visual dataset analysis efficiency and reduce bias?CSCW '24Working with Color: How Color Quantization Can Aid Researchers of Problematic Information
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Can color quantization help detect human subjects and hate symbols in visual data?CSCW '24Working with Color: How Color Quantization Can Aid Researchers of Problematic Information
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can algorithms distinguish artistic nudity from pornographic or violent content?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What impact do algorithms have on how artists create and share artwork?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can technical improvements and governance mechanisms reduce algorithmic errors in censoring artistic content?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can high accuracy and rapid detection be balanced in real-time social media risk detection?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What shortcomings do existing real-time risk detection algorithms have in evaluating ecological validity and user behavioral adaptability?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can existing real-time risk detection frameworks be extended and optimized from a human-centered perspective?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do fake incentivized reviews operate on e-commerce platforms?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What are the behavioral patterns and motivations of review fraudsters?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can platforms effectively detect and prevent sophisticated review fraud?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How do BLV users experience and cope with content moderation challenges on TikTok?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How does TikTok's content moderation mechanism affect BLV users' online social life and mental state?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can fair community governance improve content moderation policies for BLV users?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How does identity bias in deepfake content affect human content moderators' misjudgment rates?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Do human moderators' judgments of accounts with different genders and races change based on information display type (e.g., whether photos are shown)?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What mental models do human content moderators use when judging account authenticity?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can misinformation—including false, inaccurate, and biased content—be defined and detected in third-party voice assistant applications?CUI '23Misinformation in Third-party Voice Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What is the scale and what types of misinformation spread in third-party applications on Google Actions and Alexa Skills?CUI '23Misinformation in Third-party Voice Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can current platform review mechanisms be optimized to effectively block misinformation dissemination?CUI '23Misinformation in Third-party Voice Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How are knowledge production and management in digital environments affected by social values and bias?CSCW '23Epistemic Injustice in Online Communities: Unpacking the Values of Knowledge Creation and Curation within CSCW Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What factors cause epistemic injustice on online knowledge platforms (e.g., gender editing gaps or content moderation targeting marginalized groups)?CSCW '23Epistemic Injustice in Online Communities: Unpacking the Values of Knowledge Creation and Curation within CSCW Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can design and policy reduce epistemic injustice in multi-platform knowledge creation?CSCW '23Epistemic Injustice in Online Communities: Unpacking the Values of Knowledge Creation and Curation within CSCW Applications
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What specific fairness perceptions and bureaucratic barriers do content creators face in existing content moderation systems?CSCW '23Conceptualizing and Improving Creator Moderation Design with Platform Stakeholders
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Can dynamic transparency design balance creators' need for sufficient information and avoid transparency fatigue?CSCW '23Conceptualizing and Improving Creator Moderation Design with Platform Stakeholders
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Can participatory design effectively balance stakeholder needs within platforms to improve content moderation design?CSCW '23Conceptualizing and Improving Creator Moderation Design with Platform Stakeholders
helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can AI improve harassment governance in social VR?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can collaboration among users, human moderators, and AI systems improve harassment governance efficiency?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can transparent, trustworthy AI content moderation systems be designed to fit the cultural context of social VR?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
Do content moderation systems reflect power inequalities in the digital domain?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
What specific challenges do Global South users face in content moderation?helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation
How can content moderation systems be improved through a decolonial lens to more fairly serve diverse users?Related papers
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Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict
Walid Magdy, Hamdy Mubarak, Joni Salminen
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Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations
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"The System is Made to Inherently Push Child Gambling in my Opinion": Child Safety, Monetization, and Moderation on Roblox
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“Ignorance is not Bliss”: Designing Personalized Moderation to Address Ableist Hate on Social Media
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The Effects and Non-Effects of Social Sanctions from User Jury-Based Content Moderation Decisions on Weibo
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Exposed or Erased: Algorithmic Censorship of Nudity in Art
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Systemization of Knowledge (SoK): Creating a Research Agenda for Human-Centered Real-Time Risk Detection on Social Media Platforms
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It's Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias
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Towards Leveraging AI-based Moderation to Address Emergent Harassment in Social Virtual Reality
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