TY - GEN
T1 - A Trial Study on Restraint of Mind-Wandering while Viewing Educational Videos by Adjusting Biofeedback Operations
AU - Nagahama, Toru
AU - Nose, Naoki
AU - Kawashima, Issaku
AU - Morita, Yusuke
N1 - Funding Information:
This work was supported by JSPS KAKENHI Grant Number JP19K14330.
Publisher Copyright:
Copyright 2021 Asia-Pacific Society for Computers in Education. All rights reserved.
PY - 2021/11/22
Y1 - 2021/11/22
N2 - In this study, we conducted an experimental examination regarding the impact of biofeedback to restrain mind wandering (MW) that occurs while watching educational videos. In the experiment that was conducted with ten participants, we introduced a beep (biofeedback) while they watched educational videos when MW was detected over time. This was done by using a pre-prepared machine learning estimation model based on electroencephalograms. The results of the experiment suggest that it is possible that the beeps were introduced when the participants were thinking of something unrelated to the task, when they were daydreaming, and when they felt sleepy while watching educational videos.
AB - In this study, we conducted an experimental examination regarding the impact of biofeedback to restrain mind wandering (MW) that occurs while watching educational videos. In the experiment that was conducted with ten participants, we introduced a beep (biofeedback) while they watched educational videos when MW was detected over time. This was done by using a pre-prepared machine learning estimation model based on electroencephalograms. The results of the experiment suggest that it is possible that the beeps were introduced when the participants were thinking of something unrelated to the task, when they were daydreaming, and when they felt sleepy while watching educational videos.
KW - Artificial intelligence
KW - Audio-visual education
KW - Human interface
KW - Multimedia
UR - http://www.scopus.com/inward/record.url?scp=85122939011&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85122939011&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85122939011
T3 - 29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings
SP - 686
EP - 688
BT - 29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings
A2 - Rodrigo, Maria Mercedes T.
A2 - Iyer, Sridhar
A2 - Mitrovic, Antonija
A2 - Cheng, Hercy N. H.
A2 - Kohen-Vacs, Dan
A2 - Matuk, Camillia
A2 - Palalas, Agnieszka
A2 - Rajenran, Ramkumar
A2 - Seta, Kazuhisa
A2 - Wang, Jingyun
PB - Asia-Pacific Society for Computers in Education
T2 - 29th International Conference on Computers in Education Conference, ICCE 2021
Y2 - 22 November 2021 through 26 November 2021
ER -