Ontology Granulation Through Inductive Decision Trees.
Bart GajderowiczAlireza SadeghianPublished in: URSW (2009)
Keyphrases
- decision trees
- knowledge representation
- constructive induction
- machine learning
- domain specific
- domain knowledge
- domain ontology
- feature construction
- semantic web
- knowledge base
- decision tree induction
- inductive learning
- machine learning algorithms
- predictive accuracy
- semantically enhanced
- decision tree learning
- knowledge processing
- naive bayes
- decision rules
- rough sets
- random forest
- semantic relationships
- ontology mapping
- data mining
- decision tree algorithm
- semantic annotation
- semantically rich
- conceptual model
- training set
- owl ontologies
- rule learning
- fuzzy model
- neural network
- metadata
- inductive reasoning
- feature selection
- ontological framework