Gibbs Sampling in Probabilistic Description Logics with Deterministic Dependencies.
Oliver GriesRalf MöllerPublished in: UniDL (2010)
Keyphrases
- description logics
- gibbs sampling
- conditional probability distributions
- belief networks
- topic models
- knowledge base
- latent dirichlet allocation
- parameter estimation
- generative model
- em algorithm
- markov chain
- approximate inference
- expectation maximization
- bayesian networks
- knowledge representation
- probabilistic model
- markov chain monte carlo
- dl lite
- exact inference
- semantic web
- probabilistic reasoning
- belief propagation
- conditional probabilities
- graphical models
- dimensionality reduction
- probability distribution