Statistical Relational Learning with Formal Ontologies.
Achim RettingerMatthias NicklesVolker TrespPublished in: ECML/PKDD (2) (2009)
Keyphrases
- statistical relational learning
- formal ontologies
- description logics
- knowledge representation
- knowledge base
- relational learning
- relational data
- inductive logic programming
- information systems
- conceptual models
- probabilistic logic
- markov logic networks
- social network analysis
- concept maps
- probabilistic reasoning
- multi relational
- graphical models
- bayesian networks
- artificial intelligence
- markov networks
- structure learning
- conceptual model
- background knowledge
- structured data
- link prediction
- machine learning
- biomedical ontologies