Beyond Prediction: Directions for Probabilistic and Relational Learning.
David D. JensenPublished in: ILP (2007)
Keyphrases
- relational learning
- statistical relational learning
- inductive logic programming
- relational data
- information extraction
- probabilistic model
- rule learning
- bayesian networks
- phase transition
- generative model
- probabilistic reasoning
- structured data
- rule learner
- probabilistic logic
- learning tasks
- first order logic
- background knowledge
- databases
- xml data
- domain knowledge
- relational databases
- support vector
- database systems
- learning algorithm
- machine learning