@inproceedings{2c55689faa034a44ad2ff8a953df5e64,
title = "Gaze-based assessment of dyslexic students' motivation within an e-learning environment",
abstract = "This paper proposes a gaze-based motivation analysis approach for evaluation of motivational strategies and assessment of motivational factors for students with dyslexia in an e-learning environment. We first collect real-time eye movement data from dyslexic learners during their e-learning practices. We then use statistic tests to evaluate four typical motivational strategies with the eye-tracking data and use logistic regressions for the assessment of motivation. Initial results show that eye-tracking data is effective at evaluating the effects of the studied motivational strategies, and adding eye-tracking features significantly improves the model accuracy which has reached to a correct prediction rate of between 72.0% and 81.3%.",
keywords = "Dyslexia, Eye gaze, Motivation, Strategies",
author = "Ruijie Wang and Liming Chen and Aladdin Ayesh and Jethro Shell and Ivar Solheim",
year = "2020",
month = apr,
day = "9",
doi = "10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00142",
language = "English",
series = "Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "610--617",
booktitle = "Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019",
address = "United States",
note = "2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019 ; Conference date: 19-08-2019 Through 23-08-2019",
}