helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How does misleading abortion information on TikTok affect users' health and legal choices?Direction: Recommendation, Personalization, and Exploration
Misinformation and Authenticity Judgment in Platform Recommendations
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20 items
helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do users evaluate and respond to misleading abortion information?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do TikTok's recommendation algorithm and soft content moderation affect spread of misleading abortion information?lightbulbPractical problemMisinformation and Authenticity Judgment in Platform Recommendations
Misleading abortion information on social media threatens user health and may create legal risks.helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
Can personalized AI effectively predict users' authenticity assessments of unverified social media content?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do AI predictions affect users' authenticity assessments and perception of misinformation?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
Can asking users to provide reasons for authenticity assessments mitigate bias from AI predictions on user judgments?lightbulbPractical problemMisinformation and Authenticity Judgment in Platform Recommendations
Misinformation proliferates on social media, and users struggle to independently assess content authenticity.helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do TikTok users perceive mental health content on the platform and their sense of community belonging?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
What role does TikTok's algorithmic recommendation system (FYP) play in mental health content dissemination and community formation?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do permeable communities on TikTok support user participation and interaction?lightbulbPractical problemMisinformation and Authenticity Judgment in Platform Recommendations
Users on TikTok struggle to discern the authenticity of mental health information and may believe misinformation.helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do social media users in India perceive and respond to fake videos (including deepfakes)?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
What specific challenges do users with low literacy and low digital skills face?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
Which design strategies can effectively help users identify and reduce the spread of fake videos?lightbulbPractical problemMisinformation and Authenticity Judgment in Platform Recommendations
Indian social media users often trust fake videos, creating social and psychological risks.helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
Do search and recommendation algorithms on e-commerce platforms spread vaccine misinformation?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
Can non-personalized and personalized audits reveal bias in these algorithms regarding vaccine-related misinformation spread?helpResearch questionMisinformation and Authenticity Judgment in Platform Recommendations
How do user behaviors (e.g., clicks and add-to-cart) affect spread of vaccine misinformation in e-commerce search and recommendation results?lightbulbPractical problemMisinformation and Authenticity Judgment in Platform Recommendations
Users on e-commerce platforms may be algorithmically misled and exposed to large amounts of vaccine misinformation.Related papers
CHI 2025
User Experiences with Abortion Misinformation on TikTok: Encounters, Assessment Strategies, and Response
Filipo Sharevski, Jennifer Vander Loop, Peter Jachim
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Exploring the Use of Personalized AI for Identifying Misinformation on Social Media
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"I See Me Here": Mental Health Content, Community, and Algorithmic Curation on TikTok
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"It Matches My Worldview": Examining Perceptions and Attitudes Around Fake Videos
Farhana Shahid, Srujana Kamath, Annie Sidotam
CHI 2021
Auditing E-Commerce Platforms for Algorithmically Curated Vaccine Misinformation
Prerna Juneja, Tanushree Mitra
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