Prediction of Learners' Academic Performance Using Factorization Machine and Decision Tree.
Junjie HouYiping WenPublished in: iThings/GreenCom/CPSCom/SmartData (2019)
Keyphrases
- decision trees
- prediction accuracy
- prediction algorithm
- learning experience
- learning environment
- prediction model
- e learning
- decision tree learners
- predictive accuracy
- learning process
- predictive model
- learning activities
- learning systems
- neural network
- decision tree algorithm
- learning processes
- learning outcomes
- logistic regression
- singular value decomposition
- learning resources
- prediction error
- pairwise
- decision tree learning
- decision tree classifiers
- language learning
- collaborative learning
- matrix factorization
- information gain
- learning strategies
- batch processing
- online discussion forums
- machine learning algorithms