Multimodal learning behaviour clustering and psychological cognitive state assessment algorithm

Key Points

• To develop an algorithm for clustering learning behaviours and assessing psychological cognitive states.
• Developed a multimodal learning behaviour clustering algorithm.
• Implemented psychological state assessment techniques.
• Utilized machine learning approaches for managing and analyzing data.
• Demonstrated effective clustering of learning behaviours.
• Achieved reliable assessment of cognitive states through the algorithm.
• Indicated potential application in psychometrics and educational settings.

Abstract