Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange.
Thomas LukasiewiczMaria Vanina MartinezLivia PredoiuGerardo I. SimariPublished in: RuleML (2015)
Keyphrases
- data exchange
- bayesian networks
- query answering
- data integration
- schema mappings
- conditional probabilities
- data management
- tuple generating dependencies
- probabilistic reasoning
- answering queries
- data complexity
- xml schema
- logical equivalence
- probabilistic inference
- conjunctive queries
- knowledge representation
- association rules
- open world
- database schema
- database systems
- owl ontologies
- query rewriting
- data mining
- probabilistic databases
- consistent query answering
- inconsistent databases
- data sets
- database