Explainable Multimodal Artificial Intelligence Framework for Real-Time Cognitive Engagement Assessment in Smart Learning Environments
An explainable, multimodal AI framework for assessing cognitive engagement in smart learning environments is presented in this paper. This framework integrates five modalities of sensing: facial expression, gaze, speech, interaction, and physiological sensing. The framework uses a preprocessing pipeline consisting of d...