Cognitive workload level estimation based on eye tracking: A machine learning approach

Vasileios Skaramagkas,Emmanouil Ktistakis,Dimitris Manousos,Nikolaos S. Tachos,Eleni Kazantzaki,Evanthia E. Tripoliti,Dimitrios I. Fotiadis,Manolis Tsiknakis

2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)（2021）

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摘要

Cognitive workload is a critical feature in related psychology, ergonomics, and human factors for understanding performance. However, it still is difficult to describe and thus, to measure it. Since there is no single sensor that can give a full understanding of workload, extended research has been conducted in order to present robust biomarkers. During the last years, machine learning techniques ...

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关键词

Visualization,Estimation,Psychology,Feature extraction,Size measurement,Prediction algorithms,Task analysis

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