11 citations · 17 across the 3 of their papers we have counts for
Showing 2012 · cs.DBShow all
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cs.DB2012
Scaling Multiple-Source Entity Resolution using Statistically Efficient Transfer Learning
Sahand Negahban, Benjamin I. P. Rubinstein, Jim Gemmell
We consider a serious, previously-unexplored challenge facing almost all approaches to scaling up entity resolution (ER) to multiple data sources: the prohibitive cost of labeling…
cs.DB2012★ 6 cited
A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration
Bo Zhao, Benjamin I. P. Rubinstein, Jim Gemmell +1
In practical data integration systems, it is common for the data sources being integrated to provide conflicting information about the same entity. Consequently, a major challenge…