Towards Intelligent Adaptative E-Learning Systems - Machine Learning for Learner Activity Classification.
Mirjam KöckPublished in: LWA (2009)
Keyphrases
- machine learning
- e learning
- machine learning algorithms
- machine learning methods
- supervised learning
- decision trees
- pattern recognition
- supervised machine learning
- text classification
- learning systems
- feature selection
- support vector machine
- classification accuracy
- learning process
- image classification
- automatic classification
- learning materials
- supervised classification
- unsupervised learning
- classification systems
- model selection
- feature vectors
- benchmark datasets
- learning tasks
- learning environment
- classification scheme
- artificial intelligence
- feature extraction
- machine learning approaches
- training set
- inductive learning
- computational intelligence
- feature space
- preprocessing
- adaptive learning
- classification method
- learning algorithm
- learning path
- human activities
- classification algorithm
- decision rules
- class labels
- support vector machine svm
- semi supervised learning
- knowledge representation
- data sets
- intelligent systems
- information extraction