Large-scale linked data integration using probabilistic reasoning and crowdsourcing.
Gianluca DemartiniDjellel Eddine DifallahPhilippe Cudré-MaurouxPublished in: VLDB J. (2013)
Keyphrases
- data integration
- probabilistic reasoning
- bayesian networks
- databases
- data exchange
- data model
- data sources
- probabilistic logic
- data management
- probabilistic inference
- first order logic
- query answering
- belief networks
- data warehouse
- heterogeneous data
- biological databases
- constraint satisfaction
- knowledge representation
- data transformation
- data cleaning
- data integration systems
- business intelligence
- heterogeneous data sources
- query decomposition
- real world
- biological data
- schema mappings
- logic programming
- schema matching
- probability distribution
- knowledge base
- artificial intelligence
- global schema
- data mining
- scientific data management