Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended Abstract).
Ondrej KuzelkaJesse DavisSteven SchockaertPublished in: CoRR (2016)
Keyphrases
- extended abstract
- probabilistic model
- knowledge base
- graphical models
- generative model
- mixture model
- description logics
- conditional random fields
- bayesian networks
- latent variables
- knowledge based systems
- language model
- bayesian inference
- hidden variables
- meta knowledge
- inference engine
- expectation maximization
- artificial intelligence
- probabilistic modeling
- conditional probabilities
- knowledge sources
- reasoning process
- semantic network
- possibilistic logic
- knowledge representation systems
- domain experts
- logic programming
- learning algorithm
- real time
- belief revision
- topic models
- knowledge acquisition
- knowledge representation
- domain knowledge
- expert systems
- information systems
- information retrieval
- database