Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds.
Tobias LangMarc ToussaintPublished in: ICML (2010)
Keyphrases
- forward and backward
- bi directional
- probabilistic logic
- probabilistic knowledge
- probabilistic reasoning
- statistical relational learning
- relational databases
- knowledge base
- data model
- probabilistic relational
- bayesian networks
- causal networks
- relational data
- database
- neural network
- logical inference
- reasoning tasks
- monte carlo
- knowledge representation
- probabilistic model
- reasoning process
- reasoning systems
- automated reasoning
- probability theory
- relational model