Beyond algorithms: Utilizing multi-modal emotional and behavioral cues as novel predictors of short-video consumption

Minglan Li, Yipeng Yu, Xu Liu, Junqing Wu, Qiandong Wang, Yueqin Hu

Abstract: Highlights•Integrated physiological responses, swipe and gyroscope data for behavior prediction.•Identified edge signals as key predictors of short-video viewing behavior.•Linked emotional responses to variability in edge signals.•Validated the value of incorporating psychological reactions for recommendation systems.

External IDs:doi:10.1016/j.chbr.2025.100805