Feature extraction for classifying students based on their academic performance.
Agoritsa PolyzouGeorge KarypisPublished in: EDM (2018)
Keyphrases
- feature extraction
- information literacy
- higher education
- student learning
- learning activities
- learning outcomes
- learning experience
- learning environment
- intelligent tutoring systems
- collaborative learning
- tutoring system
- high school
- undergraduate engineering
- college students
- high school students
- university students
- computer engineering
- preprocessing
- feature vectors
- distance learning
- learning process
- learning styles
- computer science education
- image processing
- e learning
- special education
- faculty members
- mobile learning
- face recognition
- feature space
- undergraduate students
- computer programming
- programming course
- national science foundation
- post secondary
- grounded theory
- feature selection
- problem based learning
- online course
- learning analytics
- distance education
- wavelet transform
- principal component analysis
- feature set
- control group
- state university
- online environment
- helping students
- learning tools
- online learning