A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration.
Bo ZhaoBenjamin I. P. RubinsteinJim GemmellJiawei HanPublished in: Proc. VLDB Endow. (2012)
Keyphrases
- data integration
- data sources
- heterogeneous data sources
- databases
- data integration systems
- data from multiple sources
- data model
- multi source
- data exchange
- multiple data sources
- data management
- global schema
- heterogeneous data
- data cleaning
- information sources
- data sharing
- biological databases
- query answering
- data warehouse
- data transformation
- data extraction
- xml data sources
- schema mappings
- information integration
- multiple sources
- data warehousing
- business intelligence
- machine learning
- life sciences
- database
- database schema
- web sources
- schema matching
- query decomposition
- information technology
- information systems
- scientific data management