Paper Info
Title
Some Psychological Responses Measured by a Commercial Electrooculography Sensor and Its Applicability.
Abstract
Students' psychological responses were evaluated by a commercial electrooculography (EOG) sensor. As psychological responses, we picked up two factors concentration power and the impression about the simplicity for problem solving. A glasstype EOG sensor detected the electrooculogram and calculated the blink rate (focus), the blink strength (calmness) and the head posture (posture), constituting the final parameter called concentration power. In this study, we investigated the correlation between the two psychological responses and EOG parameters. We could confirm the qualitative correlation between the EOG parameter corresponding to concentration power and the psychological response. At this point, we presume that it could be applied to e-learning in virtual classrooms soon. As for the impression about the simplicity to solve problems, we could not found the reasonable correlation. However, the detailed analyses for all of the parameters and their time-dependent behaviors might make it clearer and also other relations with more psychological response. (C) 2018 The Authors. Published by Elsevier Ltd.
Year
DOI
Venue
2018
10.1016/j.procs.2018.08.037
Procedia Computer Science
Keywords
Field
DocType
electrooculography,EOG,concentration power,blink rate,blink strength,head posture,e-learning,virtual classrooms
Pattern recognition,Impression,Computer science,Electrooculography,Correlation,Calmness,Artificial intelligence,Machine learning
Conference
Volume
ISSN
Citations 
126
1877-0509
0
PageRank 
References 
Authors
0.34
8
9
Name
Order
Citations
PageRank
Hideyuki Kanematsu1189.81
Dana M. Barry223.83
Nobuyuki Ogawa32510.23
Katsuko T. Nakahira4109.36
Michiko Yoshitake502.03
Tatsuya Shirai611.11
Masashi Kawaguchi72414.93
Toshiro Kobayashi873.63
Kuniaki Yajima900.34