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On Generating Benchmark Data for Entity Matching
16 references·1 citing·27 second hop
On Generating Benchmark Data for Entity Matching (2012)On Generating Benchmark Data for Entity M…Frameworks for entity matching: A comparison (2009)Frameworks for entity matchin…Entity resolution with iterative blocking (2009)Entity resolution with iterat…Swoosh: a generic approach to entity resolution (2008)Swoosh: a generic approach to…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…Domain-independent data cleaning via analysis of entity-relationship graph (2006)Domain-independent data clean…Clean Answers over Dirty Databases: A Probabilistic Approach (2006)Clean Answers over Dirty Data…Reference reconciliation in complex information spaces (2005)Reference reconciliation in c…Adaptive name matching in information integration (2003)Adaptive name matching in inf…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …A comparison of string distance metrics for name-matching tasks (2003)A comparison of string distan…Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Learning domain-independent string transformation weights for high accuracy object identification (2002)Learning domain-independent s…Interactive deduplication using active learning (2002)Interactive deduplication usi…Eliminating Fuzzy Duplicates in Data Warehouses (2002)Eliminating Fuzzy Duplicates …Data integration using similarity joins and a word-based information representation language (2000)Data integration using simila…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…Disambiguating publication venue titles using association rules (2014)Disambiguating publication ve…Human behavior and the principle of least effort (1949)A Theory for Record Linkage (1969)Data Cleaning: Problems and Current Approaches. (2000)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Record linkage (2006)Foundations of Data Quality Management (2012)The merge/purge problem for large databases (1995)Exploratory Data Mining and Data Cleaning (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Data integration: the teenage years (2006)Collective entity resolution in relational data (2007)Digital libraries and autonomous citation indexing (1999)The State of Record Linkage and Current Research Problems (1999)Big Data Integration (2013)Research problems in data warehousing (1995)Efficient exact set-similarity joins (2006)Evaluation of entity resolution approaches on real-world match problems (2010)Comparative analysis of approximate blocking techniques for entity resolution (2016)User Identity Linkage across Online Social Networks (2017)An Overview of End-to-End Entity Resolution for Big Data (2020)Entity resolution (2012)NADEEF (2013)Two supervised learning approaches for name disambiguation in author citations (2004)Efficient similarity joins for near duplicate detection (2008)Privacy-preserving record linkage using Bloom filters (2009)Deep Learning for Entity Matching (2018)
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References

  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2003A comparison of string distance metrics for name-matching tasks1,371 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2005Reference reconciliation in complex information spaces519 cited
  • 2008Swoosh: a generic approach to entity resolution493 cited
  • 2003Adaptive name matching in information integration469 cited
  • 2002Eliminating Fuzzy Duplicates in Data Warehouses389 cited
  • 2009Frameworks for entity matching: A comparison372 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration347 cited
  • 2002Learning domain-independent string transformation weights for high accuracy object identification255 cited
  • 2000Data integration using similarity joins and a word-based information representation language223 cited
  • 2009Entity resolution with iterative blocking214 cited
  • 2006Clean Answers over Dirty Databases: A Probabilistic Approach168 cited

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  • 2006Domain-independent data cleaning via analysis of entity-relationship graph165 cited
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    • 2014Disambiguating publication venue titles using association rules9 cited