Machine learning-based classification analysis of knowledge worker mental stress

• Main Authors: Hyunsuk Kim (Author), Minjung Kim (Author), Kyounghyun Park (Author), Jungsook Kim (Author), Daesub Yoon (Author), Woojin Kim (Author), Cheong Hee Park (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The aim of this study is to analyze the performance of classifying stress and non-stress by measuring biosignal data using a wearable watch without interfering with work activities at work. An experiment is designed where participants wear a Galaxy Watch3 to measure HR and photoplethysmography data...