OntoDTA: Ontology-Guided Decision Tree Assistance.
Khaled BenaliSidi Ahmed RahalPublished in: J. Inf. Knowl. Manag. (2017)
Keyphrases
- decision trees
- domain knowledge
- knowledge base
- predictive accuracy
- knowledge representation
- domain specific
- semantically rich
- logistic regression
- decision tree induction
- naive bayes
- domain ontology
- semantic annotation
- decision tree learning
- semantic web
- classification models
- semantic relationships
- machine learning
- ontology driven
- semantic description
- owl dl ontologies
- information gain
- semi automatically
- decision tree algorithm
- decision tree classifiers
- semantic network
- semantically enhanced
- ontological framework
- ontology engineering
- ensemble methods
- classification rules
- semantic information
- machine learning algorithms
- rough sets
- information systems