A Survey of Biometric and Machine Learning Methods for Tracking Students' Attention and Engagement.
Maria VillaMikhail I. GofmanSinjini MitraAli AlmadanAnoop KrishnanAjita RattaniPublished in: ICMLA (2020)
Keyphrases
- learning environment
- student engagement
- learning gains
- student learning
- learning opportunities
- real time
- learning experience
- learning styles
- undergraduate students
- higher education
- learning outcomes
- visual tracking
- appearance model
- distance learning
- high school
- learning activities
- particle filter
- collaborative learning
- intelligent tutoring systems
- high school students
- online course
- e learning
- game mechanics
- science education
- college students
- distance education
- kalman filter
- tutoring system
- programming course
- mobile learning
- cognitive engagement
- problem based learning
- palmprint
- concept maps
- elementary school
- digital games
- attitudes toward
- identity verification
- student participation
- collaborative interactions
- feature extraction