Exploring emotion in an e-learning system using eye tracking

Saromporn Charoenpit; Michiko Ohkura

doi:10.1109/CICARE.2014.7007846

Exploring emotion in an e-learning system using eye tracking

Saromporn Charoenpit, Michiko Ohkura

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014
Subtitle of host publication	2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	141-147
Number of pages	7
ISBN (Electronic)	9781479945283
DOIs	https://doi.org/10.1109/CICARE.2014.7007846
Publication status	Published - 2015 Jan 12
Event	2014 2nd IEEE Symposium on Computational Intelligence in Healthcare and e-Health, CICARE 2014 - Orlando, United States Duration: 2014 Dec 9 → 2014 Dec 12

Publication series

Name	IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings

Conference

Conference	2014 2nd IEEE Symposium on Computational Intelligence in Healthcare and e-Health, CICARE 2014
Country/Territory	United States
City	Orlando
Period	14/12/9 → 14/12/12

Keywords

E-learning
Emotion
Eye tracking

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Artificial Intelligence

Access to Document

10.1109/CICARE.2014.7007846

Cite this

Charoenpit, S., & Ohkura, M. (2015). Exploring emotion in an e-learning system using eye tracking. In IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings (pp. 141-147). [7007846] (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CICARE.2014.7007846

Exploring emotion in an e-learning system using eye tracking. / Charoenpit, Saromporn; Ohkura, Michiko.
IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 141-147 7007846 (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Charoenpit, S & Ohkura, M 2015, Exploring emotion in an e-learning system using eye tracking. in IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings., 7007846, IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 141-147, 2014 2nd IEEE Symposium on Computational Intelligence in Healthcare and e-Health, CICARE 2014, Orlando, United States, 14/12/9. https://doi.org/10.1109/CICARE.2014.7007846

Charoenpit S, Ohkura M. Exploring emotion in an e-learning system using eye tracking. In IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 141-147. 7007846. (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings). doi: 10.1109/CICARE.2014.7007846

Charoenpit, Saromporn ; Ohkura, Michiko. / Exploring emotion in an e-learning system using eye tracking. IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 141-147 (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings).

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Exploring emotion in an e-learning system using eye tracking

Abstract

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Keywords

ASJC Scopus subject areas

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