Toward a hybrid machine learning approach for extracting and clustering learners' behaviours in adaptive educational system.
Ouafae El AissaouiYasser El Alami El MadaniLahcen OughdirAhmed DakkakYoussouf El AlliouiPublished in: Int. J. Comput. Sci. Math. (2020)
Keyphrases
- machine learning
- learning systems
- clustering algorithm
- clustering method
- learning environment
- hierarchical clustering
- pattern recognition
- learning algorithm
- adaptive learning
- learning process
- learning experience
- knowledge acquisition
- machine learning methods
- learning materials
- fuzzy clustering
- artificial intelligence
- learning resources
- information theoretic
- text mining
- machine learning approaches
- e learning
- knowledge construction
- document clustering
- data clustering
- learning processes
- categorical data
- supervised classification
- computer vision
- unsupervised learning
- feature selection
- text classification
- computer science
- natural language processing
- knowledge discovery
- k means
- data points
- data mining
- data analysis
- learning content
- concept maps
- learning scenarios
- active learning
- learning styles
- spectral clustering
- cluster analysis
- computational intelligence
- learning activities
- semi supervised learning
- learning strategies