LEARNING PERFORMANCE PREDICTION METHOD BASED ON LEARNER'S SCAN PATTERN IN VIDEO LEARNING ENVIRONMENT

摘要

In order to predict the learning performance based on the learner's scan pattern in the learning environment, the three-dimensional learning process of the learner is tracked in the video learning process using the learner's visual information collected through the eye tracker, and the gaze coordinates where the gaze fixation takes place are used to predict the learning performance. You can explore areas that represent cognitive load and attention. Therefore, it is possible to optimize the learner's learning by predicting the learning performance using the learner's visual information.