Personalized Recommendation System of E-learning Resources Based on Bayesian Classification Algorithm.
Xiuhui WangPublished in: Informatica (Slovenia) (2023)
Keyphrases
- classification algorithm
- e learning
- learning resources
- knn
- learning experience
- document classification
- naive bayes
- classification rules
- training set
- class labels
- training phase
- classification method
- support vector machine
- adaptive learning
- concept drift
- k nearest neighbor
- context aware
- educational institutions
- learning environment
- accurate classification
- learning algorithm
- higher education
- learning objects
- life long
- input features
- data sets
- learning process
- bayesian networks
- machine learning
- learning path
- user profiles
- classifier ensemble
- decision trees
- real world
- databases