Automatic detection of mind wandering in a simulated driving task with behavioral measures

Mind wandering (MW) is extremely common during driving and is often accompanied by performance losses. This study investigated the use of driving behavior measurements to automatically detect mind wandering state in the driving task. In the experiment, participants (N = 40) performed a car-following...

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Veröffentlicht in:	PloS one 2018-11, Vol.13 (11), p.e0207092-e0207092
Hauptverfasser:	Zhang, Yuyu, Kumada, Takatsune
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Adult Artificial intelligence Attention Automation Automation, Laboratory Automobile Driving - psychology Behavior Biology and Life Sciences Car following Computer and Information Sciences Computer Simulation Driving Engineering and Technology Experiments Heart rate Humans Individuality Informatics International conferences Learning algorithms Machine learning Methods Modelling Models, Theoretical Online instruction Pattern Recognition, Automated Physical Sciences Physiology Psychological Tests Reading comprehension Research and Analysis Methods Research methodology Social Sciences Studies Supervised Machine Learning Thinking Tutoring Young Adult
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