Integration of data mining techniques in e-learning systems: Clustering Profil of Lerners and Recommender Course System.
A. El MoustamidE. En-NaimiJaber El BouhdidiPublished in: BDCA (2017)
Keyphrases
- data mining techniques
- data mining
- cluster analysis
- clustering algorithm
- clustering method
- learning systems
- k means
- association rule mining
- historical data
- learning process
- information theoretic
- data clustering
- e learning
- unsupervised learning
- information retrieval
- hierarchical clustering
- outlier detection
- document clustering
- web mining
- learning path
- web usage mining
- categorical data
- data mining applications
- data mining methods
- spectral clustering
- intrusion detection system
- knowledge discovery
- self organizing maps
- real world
- association rules
- anomaly detection
- data points
- collaborative filtering
- data warehouse