Statistical Relational Learning with Soft Quantifiers.
Golnoosh FarnadiStephen H. BachMarjon BlondeelMarie-Francine MoensLise GetoorMartine De CockPublished in: ILP (2015)
Keyphrases
- statistical relational learning
- relational data
- inductive logic programming
- relational learning
- probabilistic logic
- first order logic
- markov logic networks
- graphical models
- multi relational
- collective classification
- social network analysis
- probabilistic reasoning
- natural language
- bayesian networks
- markov networks
- structure learning
- relational databases
- knowledge base
- databases
- background knowledge
- structured data
- link prediction
- machine learning