3 papers
cs.HC2026
Closing the Motivation Gap: Incentives Enhance Visual Misinformation Discernment and Verification
Sijia Qian, Cuihua Shen, Jingwen Zhang +1
Cheapfakes, or real images presented misleadingly or in unrelated contexts, are an increasingly prominent form of visual misinformation. While media literacy interventions can enha…
cs.CV2026
A Computational Model of Message Sensation Value in Short Video Multimodal Features that Predicts Sensory and Behavioral Engagement
Haoning Xue, Jingwen Zhang, Xiaohui Wang +2
The contemporary media landscape is characterized by sensational short videos. While prior research examines the effects of individual multimodal features, the collective impact of…
cs.CL2021
Insta-VAX: A Multimodal Benchmark for Anti-Vaccine and Misinformation Posts Detection on Social Media
Mingyang Zhou, Mahasweta Chakraborti, Sijia Qian +2
Sharing of anti-vaccine posts on social media, including misinformation posts, has been shown to create confusion and reduce the publics confidence in vaccines, leading to vaccine…