Usage Pattern Recognition in Student Activities.
Maren ScheffelKatja NiemannAbelardo PardoDerick LeonyMartin FriedrichKerstin SchmidtMartin WolpersCarlos Delgado KloosPublished in: EC-TEL (2011)
Keyphrases
- pattern recognition
- image processing
- student learning
- activity recognition
- learning styles
- machine learning
- student progress
- educational process
- neural network
- reflective learning
- semi structured interviews
- learning goals
- signal processing
- learning process
- learning environment
- inquiry learning
- feature extraction
- student model
- computer vision
- pattern recognition problems
- rough sets
- tutoring system
- pattern classification
- teaching materials
- undergraduate students
- high school students
- knowledge building
- meta cognitive
- learning scenarios
- intelligent tutoring systems
- support vector machine svm
- dimensionality reduction