From: A proficient cost reduction framework for de-duplication of records in data integration
Experiment category | Exp. code | Description | Sorting key |
---|---|---|---|
Single key windowing (SKW | DX-SKW-SDX | Dataset X - Single Key Windowing - Soundex encoding | given_name |
DX-SKW-SB4 | Dataset X - Single Key Windowing - Substring4 encoding | ||
Composite key windowing (CKW) | DX-CKW-SDX | Dataset X - Composite Key Windowing - Soundex encoding | given_name + surname |
DX-CKW-SB4 | Dataset X - Composite Key Windowing - Substring4 encoding | ||
Multipass windowing (MPW) | DX-MPW-SDX | Dataset X - Multipass Windowing - Soundex encoding | given_name, surname |
DX-MPW-SB4 | Dataset X - Multipass Windowing - Substring4 encoding |