Khosravi, S., Khan, A. R., Zoha, A. and Ghannam, R. (2022) Employing a Wearable Eye-tracker to Observe Mind-wandering in Dynamic Stimuli. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970787)
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Abstract
As a natural brain process, mind-wandering happens spontaneously and is usually linked with outcomes that affect students' performance in educational settings. In addition to capturing pupil and gaze coordinates in high resolution and with accuracy, wearable eye-trackers were used in this pilot study to infer student attention during an online lecture. While gaze is a good indicator for measuring visual attention, the need for more substantial proof of internal and covert attention is essential. In this work, we used advanced eye-tracking glasses to measure the mind-wandering level in students. The data collection was carried out with 15 students in two different settings for self-caught (8 students) and probe-caught (7 students) conditions. The data was later analysed to confirm the relationship between variables. Correlating the mind-wandering with engagement level (self-caught r=.37 , probe-caught r=−.59 ) shows a significant relationship in both conditions (P-value <. 001). Our results show that using eye-trackers for mind-wandering measurements moves us toward the greater goal of building a customised teaching environment by detecting the actual data from students and teachers in the learning environment.
Item Type: | Conference Proceedings |
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Status: | Published |
Refereed: | Yes |
Glasgow Author(s) Enlighten ID: | Zoha, Dr Ahmed and Khan, Ahsan Raza and Ghannam, Professor Rami and Khosravi, Ms Sara |
Authors: | Khosravi, S., Khan, A. R., Zoha, A., and Ghannam, R. |
College/School: | College of Science and Engineering > School of Engineering College of Science and Engineering > School of Engineering > Autonomous Systems and Connectivity College of Science and Engineering > School of Engineering > Electronics and Nanoscale Engineering |
ISBN: | 9781665488235 |
Copyright Holders: | Copyright © 2022 IEEE |
First Published: | First published in 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) |
Publisher Policy: | Reproduced in accordance with the publisher copyright policy |
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