@inproceedings{0939a06cb86c427899e5ebeb5d42388a,
title = "Using gaze analysis for learning analytics to assess learners of mathematics",
abstract = "In learning analytics, we use eye tracking technology to get deeper insights into the learning processes. In this paper, we propose to capture eye movements (fixation points and saccades) of learners of mathematics. The study aims at using eye tracking technology to understand the correlation between attention, gaze patterns and performance. The captured data will help us understand the relationships between texts, diagrams and formulas as well as identify quick and weak learners in mathematics and provide appropriate guidance.",
keywords = "Eye Tracking, Learning Analytics, Saccadic Movements, e-learning",
author = "Omar, {Mwana Said} and Paracha Samiullah",
note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 IEEE International Conference on Advanced Materials for Science and Engineering, IEEE-ICAMSE 2016 ; Conference date: 12-11-2016 Through 13-11-2016",
year = "2017",
month = feb,
day = "2",
doi = "10.1109/ICAMSE.2016.7840192",
language = "English",
series = "Proceedings of the IEEE International Conference on Advanced Materials for Science and Engineering: Innovation, Science and Engineering, IEEE-ICAMSE 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "538--541",
editor = "Teen-Hang Meen and Prior, {Stephen D.} and Lam, {Artde Donald Kin-Tak}",
booktitle = "Proceedings of the IEEE International Conference on Advanced Materials for Science and Engineering",
}