Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming.
Francesca A. LisiPublished in: Theory Pract. Log. Program. (2008)
Keyphrases
- inductive logic programming
- background knowledge
- ontology learning
- rule learning
- semantic web
- ontology engineering
- owl ontologies
- description logic programs
- relational learning
- ontology construction
- logic programs
- knowledge base
- ilp systems
- horn clauses
- ontology languages
- domain knowledge
- rule learner
- knowledge discovery in databases
- knowledge representation
- relational data mining
- logic programming
- dl programs
- predicate invention
- owl dl
- production rules
- prior knowledge
- association rules
- machine learning
- first order logic
- general purpose
- conceptual structures
- multi relational data mining
- finite element mesh
- statistical relational learning
- decision rules
- labeled data
- rough sets
- low level
- natural language
- search algorithm
- decision trees
- metadata
- learning algorithm