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MFIBlocks: An effective blocking algorithm for entity resolution
16 references·8 citing·23 second hop
MFIBlocks: An effective blocking algorithm for entity resolution (2012)MFIBlocks: An effective blocking algorith…Large-scale collective entity matching (2011)Large-scale collective entity…A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A Survey of Indexing Techniqu…An Introduction to Duplicate Detection (2010)An Introduction to Duplicate …Learning blocking schemes for record linkage (2006)Learning blocking schemes for…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…Adaptive Blocking: Learning to Scale Up Record Linkage (2006)Adaptive Blocking: Learning t…Robust Identification of Fuzzy Duplicates (2005)Robust Identification of Fuzz…DogmatiX tracks down duplicates in XML (2005)DogmatiX tracks down duplicat…TAILOR: a record linkage toolbox (2003)TAILOR: a record linkage tool…Efficient record linkage in large data sets (2003)Efficient record linkage in l…A Comparison of Fast Blocking Methods for Record Linkage (2003)A Comparison of Fast Blocking…The State of Record Linkage and Current Research Problems (1999)The State of Record Linkage a…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…The merge/purge problem for large databases (1995)The merge/purge problem for l…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkagePre-Trained Embeddings for Entity Resolution: An Experimental Analysis (2023)Pre-Trained Embeddings for En…Improving the Efficiency and Effectiveness for BERT-based Entity Resolution (2021)Improving the Efficiency and …Hierarchical Matching Network for Heterogeneous Entity Resolution (2020)Hierarchical Matching Network…Parallel meta-blocking for scaling entity resolution over big heterogeneous data (2016)Parallel meta-blocking for sc…Semantic-Aware Blocking for Entity Resolution (2015)Semantic-Aware Blocking for E…Entity Resolution in the Web of Data (2015)Entity Resolution in the Web …Big data entity resolution: From highly to somehow similar entity descriptions in the Web (2015)Big data entity resolution: F…Supervised meta-blocking (2014)Supervised meta-blockingMatching and Record Linkage (1995)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)A note on using the F-measure for evaluating record linkage algorithms (2017)Data Cleaning (2019)Data Cleaning: Problems and Current Approaches. (2000)CrowdER (2012)NADEEF (2013)Deep entity matching with pre-trained language models (2020)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)A taxonomy of privacy-preserving record linkage techniques (2012)Foundations of Data Quality Management (2012)User Identity Linkage across Online Social Networks (2017)Research problems in data warehousing (1995)Big Data Integration (2013)Deep Learning for Entity Matching (2018)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Reference reconciliation in complex information spaces (2005)Collective entity resolution in relational data (2007)Interactive deduplication using active learning (2002)Exploratory Data Mining and Data Cleaning (2003)A comparison of string distance metrics for name-matching tasks (2003)Distributed representations of tuples for entity resolution (2018)Comparative analysis of approximate blocking techniques for entity resolution (2016)
this work references cited by second hop

References

  • 1969A Theory for Record Linkage2,522 cited
  • 2006Duplicate Record Detection: A Survey1,979 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
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2003A Comparison of Fast Blocking Methods for Record Linkage337 cited
  • 2003TAILOR: a record linkage toolbox294 cited
  • 2010An Introduction to Duplicate Detection248 cited
  • 1995The merge/purge problem for large databases246 cited
  • 2006Adaptive Blocking: Learning to Scale Up Record Linkage236 cited
  • 2003Efficient record linkage in large data sets176 cited
  • 2005Robust Identification of Fuzzy Duplicates170 cited
  • 2006Learning blocking schemes for record linkage158 cited
  • 2005DogmatiX tracks down duplicates in XML118 cited
  • 2011Large-scale collective entity matching109 cited

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Cited by

  • 2020Hierarchical Matching Network for Heterogeneous Entity Resolution61 cited
  • 2014Supervised meta-blocking60 cited
  • 2016Parallel meta-blocking for scaling entity resolution over big heterogeneous data57 cited
  • 2023Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis54 cited
  • 2015Entity Resolution in the Web of Data51 cited
  • 2015Semantic-Aware Blocking for Entity Resolution43 cited
  • 2015Big data entity resolution: From highly to somehow similar entity descriptions in the Web39 cited
  • 2021Improving the Efficiency and Effectiveness for BERT-based Entity Resolution39 cited