A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases.
Ismail Ilkan CeylanThomas LukasiewiczPublished in: Reasoning Web (2018)
Keyphrases
- query answering
- knowledge base
- open world
- dl lite
- data exchange
- consistency checking
- incomplete information
- conjunctive queries
- data complexity
- data integration
- probabilistic logic
- integrity constraints
- answering queries
- probabilistic reasoning
- description logics
- knowledge representation
- query rewriting
- closed world
- inconsistent databases
- knowledge based systems
- reasoning tasks
- production rules
- query containment
- ontology based data access
- expert systems
- datalog programs
- automated reasoning
- query answers
- ontology languages
- belief revision
- logic programming
- xml data exchange
- probabilistic databases
- default reasoning
- schema mappings
- data sources