Using decision trees to learn ontology taxonomies from relational databases.
Sara SbaiOussama ChabihMohammed Reda Chbihi LouhdiHicham BehjaEl Moukhtar ZemmouriBrigitte TroussePublished in: CIST (2021)
Keyphrases
- relational databases
- decision trees
- domain knowledge
- semantic web
- database
- training data
- domain ontology
- domain specific
- machine learning
- knowledge base
- semantic annotation
- data mining methods
- concept hierarchy
- normal form
- relational data
- decision tree learning
- databases
- object oriented
- knowledge representation
- conceptual model
- rule induction
- high level query language
- ontological framework
- data sources
- constructive induction
- data dependencies
- decision tree induction
- ontology mapping
- classification trees
- xml databases
- random forest
- keyword search
- xml data
- semantic information
- classification rules