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INTERACTIVE AND ADAPTIVE TRAINING AND LEARNING MANAGEMENT SYSTEM USING FACE TRACKING AND EMOTION DETECTION WITH ASSOCIATED METHODS
INTERACTIVE AND ADAPTIVE TRAINING AND LEARNING MANAGEMENT SYSTEM USING FACE TRACKING AND EMOTION DETECTION WITH ASSOCIATED METHODS
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机译：结合人脸跟踪与情绪检测的交互式自适应训练学习管理系统
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摘要
A system for delivering and managing learning and training programmes comprising optical sensors for capturing subject's facial expression, eye movements, point-of-gaze, and head pose of a student subject during a learning session; a domain knowledge data repository comprising concept data entities, each having knowledge and skill content items, and task data entities, each having lecture content material items; a student module configured to estimate the student subject's affective state and cognitive state using the sensory data collected from the optical sensors; and a trainer module configured to select a task data entity for delivery and presentment to the student subject after each completion of a task data entity based on a probability of the student subject's understanding of the associated concept data entity's knowledge and skill content items; wherein the probability of the student subject's understanding is computed using the student subject's estimated affective state and cognitive state.
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