Predicting Cognitive Workload in Visuospatial Tasks Using Pupillometry: A Machine Learning Approach
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Published online on July 20, 2025
Abstract
Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Volume 69, Issue 1, Page 1680-1686, September 2025.
Monitoring and controlling cognitive workload are critical for maintaining smooth performance in complex visuospatial tasks that require high mental effort. This study utilizes pupillometry in conjunction with machine learning models to predict cognitive ...
Monitoring and controlling cognitive workload are critical for maintaining smooth performance in complex visuospatial tasks that require high mental effort. This study utilizes pupillometry in conjunction with machine learning models to predict cognitive ...