Using First-Order Probability Logic for the Construction of Bayesian Networks
Fahiem BacchusPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- probability distribution
- conditional probabilities
- probability theory
- linear temporal logic
- posterior probability
- horn clauses
- general logic programs
- conditional independence
- conditional logic
- probabilistic logic
- construction process
- probabilistic reasoning
- structure learning
- predicate calculus
- modal logic
- higher order
- first order logic
- logic programming
- quantum computation
- quantifier free
- probabilistic model
- classical logic
- automated reasoning
- probabilistic inference
- random variables
- computational properties
- model theoretic
- action theories
- incomplete data
- probabilistic knowledge
- rewrite systems
- logical theories
- logic programs
- graphical models
- classical first order logic
- finite model theory