Predicting academic performance of students from VLE big data using deep learning models.
Hajra WaheedSaeed-Ul HassanNaif Radi AljohaniJulie HardmanSalem AlelyaniRaheel NawazPublished in: Comput. Hum. Behav. (2020)
Keyphrases
- big data
- learning models
- virtual learning environments
- learning experience
- learning tasks
- machine learning
- data analysis
- cloud computing
- learning algorithm
- learning environment
- data processing
- big data analytics
- social media
- semi supervised learning
- business intelligence
- e learning
- machine learning algorithms
- data management
- learning materials
- learning process
- classification models
- conditional random fields
- learning styles
- loss function
- higher education
- object oriented
- semi supervised
- data mining
- data integration
- decision making
- data sets
- case study
- association rules
- active learning
- probabilistic model