Combination of machine learning algorithms for recommendation of courses in E-Learning System based on historical data.
Sunita B. AherLouis LoboPublished in: Knowl. Based Syst. (2013)
Keyphrases
- machine learning algorithms
- historical data
- e learning
- benchmark data sets
- learning objects
- learning algorithm
- higher education
- decision trees
- machine learning
- distance education
- machine learning methods
- learning management systems
- learning problems
- predictive accuracy
- machine learning approaches
- predictive model
- random forests
- data mining techniques
- online learning
- learning in higher education
- recommender systems
- input features
- transfer learning
- learning tasks
- learning environment
- stream data
- machine learning models
- learning experience
- learning materials
- blended learning
- demand forecasting
- learning process
- information retrieval
- collaborative filtering
- knowledge discovery
- machine learning and data mining algorithms
- data mining
- customer behavior
- classroom teaching
- standard machine learning algorithms
- database
- historical stream data
- machine learning systems
- training data
- databases