DocumentCode
569691
Title
Validation and research of the Three-Process Model of Alertness regulation predictions
Author
Li, Hongpeng ; Wang, Lijing ; Yu, Yanhui ; Guo, Zirong
Author_Institution
Fundamental Sci. on Ergonomics & Environ. Control Lab., Beihang Univ., Beijing, China
fYear
2012
fDate
25-27 July 2012
Firstpage
512
Lastpage
515
Abstract
Purpose: Collecting and analyzing experimental data with the method of subjective scale. Established trend curve of alertness versus time and the Three-Process Model of Alertness regulation with specific population. Method: tracking the life of 12 subjects 3 days, getting the alertness data and the trend of alertness level, then comparing and verifying it with the trend of the Three-Process Model of Alertness regulation predictions. Conclusion: After comparing the model predictions data with experimental data, it was found that the model prediction results and experimental results have a strong correlation proved that and the model is valid. The trend of the model alertness level predictions and experiment alertness is similar. But there are some difference between alertness level peak and the speed of development. The Three-Process Model of Alertness regulation could be improved in adaptive to different specific population.
Keywords
occupational health; alertness curve; alertness regulation prediction; experiment alertness; model prediction; three-process model; time curve; Biological system modeling; Correlation; Data models; Fatigue; Market research; Predictive models; Sleep; alertness; fatigue; fatigue model; scale;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-0312-5
Type
conf
DOI
10.1109/INDIN.2012.6301222
Filename
6301222
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