Predicting students' performance using emotion detection from face-recording video when interacting with an ITS.
Wilson ChangoMiguel Sánchez-SantillánRebeca CerezoCristóbal RomeroPublished in: EDM (2020)
Keyphrases
- face detection and tracking
- video recordings
- student learning
- facial expressions
- video data
- face detection
- multimedia
- video sequences
- activity detection
- higher education
- event detection
- video streams
- learning activities
- detection method
- lecture videos
- learning experience
- detection algorithm
- object detection
- college students
- intelligent tutoring systems
- video indexing
- video analysis
- programming course
- learning process
- learning environment
- space time
- video content
- video scene
- emotion recognition
- e learning
- real time
- affective states
- virtual humans
- multimodal fusion
- facial muscles
- soccer video
- elementary school
- mouth region
- online course
- distance education
- high school
- video retrieval
- video surveillance
- video frames
- human faces
- learning outcomes
- false positives
- learning styles
- collaborative learning
- computer vision