Mining the Heterogeneous Transformations between Data Sources to Aid Record Linkage.
Matthew MichelsonCraig A. KnoblockPublished in: IC-AI (2009)
Keyphrases
- record linkage
- data sources
- data cleaning
- linked data
- duplicate detection
- heterogeneous data
- distributed data sources
- heterogeneous data sources
- disparate data sources
- data integration
- distributed heterogeneous
- privacy preserving
- multiple databases
- heterogeneous sources
- approximate matching
- entity resolution
- web mining
- data mining
- knowledge discovery
- disclosure risk
- data model
- multi source
- expert systems
- databases
- multiple data sources
- itemsets
- sequential patterns
- decision making
- data repositories
- data mining techniques
- census data
- pattern discovery
- group membership