Improving Predictive Model to Prevent Students' Dropout in Higher Education Using Majority Voting and Data Mining Techniques.
Pratya NuankaewPatchara Nasa-NgiumWongpanya Sararat NuankaewPublished in: MIWAI (2022)
Keyphrases
- higher education
- predictive model
- majority voting
- historical data
- data mining techniques
- e learning
- distance learning
- ensemble methods
- learning in higher education
- mobile learning
- open university
- online learning
- data mining
- knn
- learning management systems
- educational contexts
- decision trees
- artificial neural networks
- blended learning
- classifier ensemble
- higher education institutions
- neural network
- ensemble classifier
- tertiary education
- prediction model
- support vector machine
- knowledge discovery
- classification models
- classification rules
- learning experience
- data warehouse
- association rules
- online teaching
- learning algorithm
- machine learning
- prediction accuracy
- model selection
- real world