helpResearch questionCreator Labor, Influencers, and Platform Participation
How do Creator Hearts affect engagement metrics (e.g., likes, ranking, replies) of hearted comments?Direction: Sociotechnical Systems, Collaboration, and Workflows
Creator Labor, Influencers, and Platform Participation
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18 items
helpResearch questionCreator Labor, Influencers, and Platform Participation
Do these positive signals encourage more users to participate in video comment activity (e.g., comment volume over time)?lightbulbPractical problemCreator Labor, Influencers, and Platform Participation
Users struggle to perceive platform content norms, and existing penalty mechanisms fail to effectively shape community behavior.helpResearch questionCreator Labor, Influencers, and Platform Participation
What characteristics define parental content-sharing behavior on TikTok, and do these reflect norms different from other platforms?helpResearch questionCreator Labor, Influencers, and Platform Participation
What viewpoints and controversies exist in discussions of parental content-sharing behavior on TikTok?lightbulbPractical problemCreator Labor, Influencers, and Platform Participation
Parents sharing children's content on TikTok may violate children's privacy and create safety risks.helpResearch questionCreator Labor, Influencers, and Platform Participation
What forms of hate and harassment do disabled content creators encounter on social media?helpResearch questionCreator Labor, Influencers, and Platform Participation
How do intersecting identities (e.g., LGBTQ+) affect the frequency and severity of hate and harassment against disabled content creators?helpResearch questionCreator Labor, Influencers, and Platform Participation
How do social media platform mechanisms exacerbate discrimination and harassment against disabled content creators?lightbulbPractical problemCreator Labor, Influencers, and Platform Participation
Disabled content creators frequently face discriminatory speech and harassment on social media.helpResearch questionCreator Labor, Influencers, and Platform Participation
Why do mothers decide to become video bloggers and share their life experiences on platforms?CSCW '23More Than a Wife and a Mom: A Study of Mom Vlogging Practices in China
helpResearch questionCreator Labor, Influencers, and Platform Participation
What types of video content do mom bloggers create?CSCW '23More Than a Wife and a Mom: A Study of Mom Vlogging Practices in China
helpResearch questionCreator Labor, Influencers, and Platform Participation
What challenges do they face in video creation, and how do they address them?CSCW '23More Than a Wife and a Mom: A Study of Mom Vlogging Practices in China
lightbulbPractical problemCreator Labor, Influencers, and Platform Participation
Stay-at-home mothers struggle to balance child-rearing with earning income through content creation.CSCW '23More Than a Wife and a Mom: A Study of Mom Vlogging Practices in China
helpResearch questionCreator Labor, Influencers, and Platform Participation
How do ordinary Bilibili users gradually grow into professional content creators through the platform ecosystem?helpResearch questionCreator Labor, Influencers, and Platform Participation
How does community-driven individualized professionalization differ from traditional professionalization processes?helpResearch questionCreator Labor, Influencers, and Platform Participation
How do platform algorithms and user feedback function in content creators' professionalization?lightbulbPractical problemCreator Labor, Influencers, and Platform Participation
Bilibili users seeking professionalization lack clear pathways and face challenges in equipment, skills, and related areas.Related papers
CHI 2025
Creator Hearts: Investigating the Impact Positive Signals from YouTube Creators in Shaping Comment Section Behavior
Frederick Choi, Charlotte Lambert, Vinay Koshy
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Sharenting on TikTok: Exploring Parental Sharing Behaviors and the Discourse Around Children's Online Privacy
Sophie Stephenson, Christopher Nathaniel Page, Miranda Wei
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“Vulnerable, Victimized, and Objectified”: Understanding Ableist Hate and Harassment Experienced by Disabled Content Creators on Social Media
Sharon Heung, Lucy Jiang, Shiri Azenkot
CHI 2022
"As Uploaders, We Have the Responsibility”: Individualized Professionalization of Bilibili Uploaders
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