Abstract: A system for administering, evaluating, and monitoring a subject's compliance with task performance requirements within an action programme comprising optical sensors for capturing subject's facial expression, eye movements, point-of-gaze, and head pose of a subject during a compliance evaluation and monitoring 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 subject module configured to estimate the 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 subject after each completion of a task data entity based on a probability of the subject's understanding of the associated concept data entity's knowledge and skill content items and a probability of the subject achieving a target compliance level.

Abstract: 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.