Tuning Schema Matching Software using Synthetic Scenarios

Mayssam Sayyadian, Yoonkyong Lee, AnHai Doan, Arnon Rosenthal
2005 Very Large Data Bases Conference  
Most recent schema matching systems assemble multiple components, each employing a particular matching technique. The domain user must then tune the system: select the right component to be executed and correctly adjust their numerous "knobs" (e.g., thresholds, formula coefficients). Tuning is skill-and time-intensive, but (as we show) without it the matching accuracy is significantly inferior.
dblp:conf/vldb/SayyadianLDR05 fatcat:ghr3wshgozfz7lthb6i43ud3le