Author(s): Ismail El Haddioui | Mohamed Khaldi
Journal: International Journal of Computer Science Research and Application
ISSN 2012-9564
Volume: 02;
Issue: 02;
Start page: 11;
Date: 2012;
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Keywords: E-Learning | eye tracking | eye movement | learner profiling | learner behaviour
ABSTRACT
In a virtual learning environment, learners can lose motivation and concentration easily, especially in a platform that isnot tailored to their needs. Our research is based on studying learner’s behavior on an online learning platform to create asystem able to clustering learners based on their behavior, and adapting educational content to their needs.Eye tracking is a set of techniques for recording eye movements. This technology is used to measure eye positions and eyemovement for research in psychology, psycholinguistics, ergonomics, e-learning and pre-testing of advertising.This paper introduces the use of eye tracking technology to track and analyze the learners' behavior and emotion on e-learning platform like level of attention, stress, relaxation, problem solving and tiredness.
Journal: International Journal of Computer Science Research and Application
ISSN 2012-9564
Volume: 02;
Issue: 02;
Start page: 11;
Date: 2012;
VIEW PDF
DOWNLOAD PDF Original pageKeywords: E-Learning | eye tracking | eye movement | learner profiling | learner behaviour
ABSTRACT
In a virtual learning environment, learners can lose motivation and concentration easily, especially in a platform that isnot tailored to their needs. Our research is based on studying learner’s behavior on an online learning platform to create asystem able to clustering learners based on their behavior, and adapting educational content to their needs.Eye tracking is a set of techniques for recording eye movements. This technology is used to measure eye positions and eyemovement for research in psychology, psycholinguistics, ergonomics, e-learning and pre-testing of advertising.This paper introduces the use of eye tracking technology to track and analyze the learners' behavior and emotion on e-learning platform like level of attention, stress, relaxation, problem solving and tiredness.
