Short-Form Videos and Mental Health: A Knowledge-Guided Multimodal Neural Topic Model

The author presents a novel method, the Knowledge-guided Multimodal NTM, to predict the depressive impact of short-form videos on viewers. By incorporating medical knowledge into the model, they aim to improve prediction accuracy and provide practical implications for video platforms.