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Learning blocking schemes for record linkage

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References

2003Adaptive duplicate detection using learnable string similarity measures930 cited
1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
2002Learning to match and cluster large high-dimensional data sets for data integration347 cited
2003A Comparison of Fast Blocking Methods for Record Linkage337 cited
2003TAILOR: a record linkage toolbox294 cited

Cited by

2019Long-term decline in intergenerational mobility in the United States since the 1850s164 cited
2018Distributed representations of tuples for entity resolution149 cited
2013A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces138 cited
2013Meta-Blocking: Taking Entity Resolutionto the Next Level127 cited
2007Adaptive sorted neighborhood methods for efficient record linkage115 cited
2020A Survey on Blocking Technology of Entity Resolution115 cited
2021Deep learning for blocking in entity matching91 cited
2008Example-driven Design of Efficient Record Matching Queries88 cited
2011Efficient entity resolution for large heterogeneous information spaces87 cited
2011Automatically Generating Data Linkages Using a Domain-Independent Candidate Selection Approach

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85 cited

2015Trends in Cleaning Relational Data: Consistency and Deduplication81 cited

2020Handbook of Data Quality : Research and Practice73 cited

2010HARRA72 cited

2018Schema-Agnostic Progressive Entity Resolution71 cited

2017Active Learning for Large-Scale Entity Resolution71 cited

2012MFIBlocks: An effective blocking algorithm for entity resolution66 cited