Measurement and identification of mental workload during simulated computer tasks with multimodal methods and machine learning
Author:
Affiliation:
1. School of Management Engineering, Anhui Polytechnic University, Wuhu, P. R. China;
2. School of Industrial Engineering, Purdue University, West Lafayette, IN, USA
Publisher
Informa UK Limited
Subject
Physical Therapy, Sports Therapy and Rehabilitation,Human Factors and Ergonomics
Link
https://www.tandfonline.com/doi/pdf/10.1080/00140139.2020.1759699
Reference63 articles.
1. Adaptive training using an artificial neural network and EEG metrics for within- and cross-task workload classification
2. Attention for Web Directory Advertisements: A Top-Down or Bottom-Up Process?
3. On the measurement of pilot perceptual workload: a comparison of assessment techniques addressing sensitivity and intrusion issues
4. Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty
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