Did you get that? Predicting learners' comprehension of a video lecture from visualizations of their gaze data

EM Kok, H Jarodzka, M Sibbald, T van Gog - Cognitive Science, 2023 - Wiley Online Library
In online lectures, unlike in face‐to‐face lectures, teachers lack access to (nonverbal) cues
to check if their students are still “with them” and comprehend the lecture. The increasing …

Are you with me? Measurement of learners' video-watching attention with eye tracking

N Srivastava, S Nawaz, J Newn, J Lodge… - … learning analytics and …, 2021 - dl.acm.org
Video has become an essential medium for learning. However, there are challenges when
using traditional methods to measure how learners attend to lecture videos in video learning …

Instructor presence in video lectures: Eye gaze matters, but not body orientation

Z Pi, K Xu, C Liu, J Yang - Computers & Education, 2020 - Elsevier
The instructor's on-screen presence, rather than just voice, has rapidly become a popular
feature in video lectures. Eye gaze and body orientation are core indicators of an instructor's …

The instructor's gaze guidance in video lectures improves learning

H Wang, Z Pi, W Hu - Journal of Computer Assisted Learning, 2019 - Wiley Online Library
Instructor behaviour is known to affect learning performance, but it is unclear which specific
instructor behaviours can optimize learning. We used eye‐tracking technology and …

Instructors' pointing gestures improve learning regardless of their use of directed gaze in video lectures

Z Pi, Y Zhang, F Zhu, K Xu, J Yang, W Hu - Computers & Education, 2019 - Elsevier
Empirical research to date has not distinguished the effects of the instructor's pointing
gestures from directed gaze in video lectures. This study tested the hypothesis that the …

Distance between gaze and laser pointer predicts performance in video-based e-learning independent of the presence of an on-screen instructor

M Sauter, T Wagner, A Huckauf - 2022 Symposium on Eye Tracking …, 2022 - dl.acm.org
In online lectures, showing an on-screen instructor gained popularity amidst the Covid-19
pandemic. However, evidence in favor of this is mixed: they draw attention and may distract …

A complete system for analysis of video lecture based on eye tracking

X Zhang, SM Yuan, MD Chen, X Liu - Ieee Access, 2018 - ieeexplore.ieee.org
An eye tracking technology provides a faster and more intuitive interface to explore the
learner psychology. In this paper, with the aim of assisting researcher to expand the …

An eye-tracking analysis of instructor presence in video lectures

AT Stull, L Fiorella, RE Mayer - Computers in Human Behavior, 2018 - Elsevier
Research is needed to understand how to best design video lectures that foster learning. We
tested whether instructor presence is better afforded through methods that increase students' …

Following student gaze patterns in physical science lectures

D Rosengrant, D Hearrington, K Alvarado… - AIP Conference …, 2012 - pubs.aip.org
This study investigates the gaze patterns of undergraduate college students attending a
lecture-based physical science class to better understand the relationships between gaze …

Displaying teacher's gaze in a MOOC: Effects on students' video navigation patterns

K Sharma, P Jermann, P Dillenbourg - … for Teaching and Learning in a …, 2015 - Springer
We present an eye-tracking study where we augment a Massive Open Online Course
(MOOC) video with the gaze information of the teacher. We tracked the gaze of a teacher …