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Learning object identification rules for information integration

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References

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1989Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida1,401 cited
1998CiteSeer1,042 cited
1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
1999The State of Record Linkage and Current Research Problems812 cited
1995The merge/purge problem for large databases809 cited
1996The field matching problem: Algorithms and applications477 cited
1998Integration of heterogeneous databases without common domains using queries based on textual similarity382 cited
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Cited by

2006Record linkage289 cited
2006A Latent Dirichlet Model for Unsupervised Entity Resolution268 cited
2002Learning domain-independent string transformation weights for high accuracy object identification255 cited
2009Entity resolution with iterative blocking214 cited
2005Schema Matching Using Duplicates209 cited
2004Iterative record linkage for cleaning and integration208 cited

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2019Data Cleaning199 cited

2010On active learning of record matching packages182 cited

2012Pay-As-You-Go Entity Resolution166 cited

2003Record Linkage: Current Practice and Future Directions160 cited

2009Disambiguating authors in academic publications using random forests151 cited

2013Active learning of expressive linkage rules using genetic programming134 cited

2019Low-resource Deep Entity Resolution with Transfer and Active Learning134 cited

2004Methods for evaluating and creating data quality133 cited

2012Learning expressive linkage rules using genetic programming113 cited

2005Comparative study of name disambiguation problem using a scalable blocking-based framework109 cited