A generic hybrid method combining rules and machine learning to automate domain independent ontology population.
Yohann ChasserayAnne-Marie Barthe-DelanoëJérome VolkmanStéphane NégnyJean-Marc Le LannPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- domain independent
- ontology population
- hybrid method
- domain specific
- domain specific knowledge
- machine learning
- information extraction
- support vector machine
- domain dependent
- data mining
- domain experts
- general purpose
- knowledge sources
- hybrid algorithm
- learning algorithm
- natural language
- human experts
- text mining
- knowledge representation
- knowledge acquisition
- knowledge engineering
- decision trees
- weakly supervised
- case based reasoning