Educational Lexical Resource Enrichment Using Machine Learning Classifiers.
Melissa OussaidSamia LazibLydia LazibFarida Bouarab-DahmaniNadine CullotPublished in: ACIT (2021)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- lexical features
- decision trees
- natural language processing
- machine learning approaches
- supervised classification
- feature selection
- educational data mining
- textual entailment
- training data
- learning algorithm
- resource allocation
- training set
- support vector
- pattern recognition
- naive bayes
- roc analysis
- learning classifier systems
- multiple classifier systems
- artificial intelligence
- knowledge acquisition
- computer science
- support vector machine
- domain specific
- learning analytics
- computer vision
- natural language
- text classification
- context sensitive
- data mining
- wordnet
- training samples
- classification algorithm
- test set
- svm classifier
- learning systems
- ensemble classifier
- supervised learning
- feature set
- classifier combination
- gene ontology
- linear classifiers
- classification accuracy
- learning tasks
- information extraction
- educational resources
- educational games
- feature vectors
- classification models
- learning problems
- keywords
- learning technologies