Ontology Learning
Lots of ontologies have to be built
Ontology engineering is difficult and time-consuming
- Cf. tools OntoEdit, ProtÈgÈ-2000, OilEd
Solution:
- Apply Machine Learning to ontology engineering
- Multi-strategy learning
- Exploit multiple data sources
- Build on shallow linguistic analysis
- Build the ontology in an application-oriented way, based on existing resources
- Combine manual construction and learning into a cooperative engineering environment
-