Context-Aware Stress Detection

Details

14:45 - 15:15 | Tue 6 Mar | Treasure Island E | TuBT2.2

Session: BHI Special Session # 4 – Digital Phenotyping: Towards Data-Driven Behavior Change

Abstract

Whereas research on stress detection typically uses physiological signals, we focus on context-aware stress detection. To do so, a large data set of subjects was created containing contextual information and XGBoost was used to create a hybrid stress detection approach. The resulting user lift of 4.98% confirms the potential of context-aware stress detection.