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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75 items
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?lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Arabic users believe Facebook unfairly removes content related to the Israel-Palestine conflict.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?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.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?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.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?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.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?lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users lack trust in the fairness and transparency of social platform governance.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
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
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
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
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?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.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?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.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?lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users are easily misled by fake reviews, creating unfair merchant competition.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?lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
BLV users frequently face unjust content moderation on TikTok, limiting interaction with others.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?lightbulbPractical problemFairness, Bias, and Cultural Adaptation in Online Content Moderation
Users face erroneous account review and severe identity bias due to deepfake technology.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
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Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict
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