Adding Probabilities and Rules to Owl Lite Subsets Based on Probabilistic Datalog.
Henrik NottelmannNorbert FuhrPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2006)
Keyphrases
- belief networks
- probability theory
- conditional probabilities
- probabilistic model
- expressive power
- probability distribution
- probabilistic relational
- bayesian networks
- association rules
- probability values
- rule sets
- joint probability
- deductive databases
- generative model
- imprecise probabilities
- logic programming
- conditional probability distributions
- query answering
- posterior probability
- random variables
- classification rules
- probability measure
- knowledge base
- existentially quantified
- first order logic
- decision rules
- prior probabilities
- programming language
- rough sets
- integrity constraints