TY - GEN
T1 - Exploring emotion in an e-learning system using eye tracking
AU - Charoenpit, Saromporn
AU - Ohkura, Michiko
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/1/12
Y1 - 2015/1/12
N2 - Since appropriate emotions are a sign of mental health, learners who have good mental health learn more successfully. In e-learning systems, emotions are critical for learners to create positive contexts for optimal learning. To data, however, few e-learning systems have derived emotions from eye tracking data. With eye tracking equipment, we recorded the eye movements of learners and calculated their eye metric indexes, which we focused on to explore their relationship to two learner emotions: interest and boredom. We designed and implemented a prototype and experimentally evaluated it.
AB - Since appropriate emotions are a sign of mental health, learners who have good mental health learn more successfully. In e-learning systems, emotions are critical for learners to create positive contexts for optimal learning. To data, however, few e-learning systems have derived emotions from eye tracking data. With eye tracking equipment, we recorded the eye movements of learners and calculated their eye metric indexes, which we focused on to explore their relationship to two learner emotions: interest and boredom. We designed and implemented a prototype and experimentally evaluated it.
KW - E-learning
KW - Emotion
KW - Eye tracking
UR - http://www.scopus.com/inward/record.url?scp=84922511747&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84922511747&partnerID=8YFLogxK
U2 - 10.1109/CICARE.2014.7007846
DO - 10.1109/CICARE.2014.7007846
M3 - Conference contribution
AN - SCOPUS:84922511747
T3 - IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings
SP - 141
EP - 147
BT - IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 2nd IEEE Symposium on Computational Intelligence in Healthcare and e-Health, CICARE 2014
Y2 - 9 December 2014 through 12 December 2014
ER -