Learning Onto-Relational Rules with Inductive Logic Programming
Francesca A. LisiPublished in: CoRR (2012)
Keyphrases
- inductive logic programming
- relational learning
- background knowledge
- rule learning
- rule learner
- predicate invention
- concept learning
- relational reinforcement learning
- inductive learning
- relational data
- statistical relational learning
- learning problems
- decision rules
- machine learning
- domain knowledge
- ilp systems
- multi relational data mining
- learning process
- multi relational
- logic programs
- learning algorithm
- decision trees
- information extraction
- logic programming
- relational data mining
- prior knowledge
- learning tasks
- subgroup discovery
- probabilistic relational
- bayes net
- relational domains
- markov logic
- horn clauses
- active learning
- learning classifier systems
- rule sets
- parameter estimation