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Frameworks for entity matching: A comparison
14 references·16 citing·19 second hop
Frameworks for entity matching: A comparison (2009)Frameworks for entity matching: A compari…Swoosh: a generic approach to entity resolution (2008)Swoosh: a generic approach to…Collective entity resolution in relational data (2007)Collective entity resolution …Efficient exact set-similarity joins (2006)Efficient exact set-similarit…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…Data Quality : Concepts, Methodologies and Techniques (2006)Data Quality : Concepts, Meth…Reference reconciliation in complex information spaces (2005)Reference reconciliation in c…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…Interactive deduplication using active learning (2002)Interactive deduplication usi…Potter's Wheel: An Interactive Data Cleaning System (2001)Potter's Wheel: An Interactiv…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkageAutomatic Linkage of Vital Records (1959)Automatic Linkage of Vital Re…(Almost) all of entity resolution (2022)(Almost) all of entity resolu…The Four Generations of Entity Resolution (2021)The Four Generations of Entit…An Overview of End-to-End Entity Resolution for Big Data (2020)An Overview of End-to-End Ent…Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning (2019)Auto-EM: End-to-end Fuzzy Ent…User Identity Linkage across Online Social Networks (2017)User Identity Linkage across …Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges (2017)Privacy-Preserving Record Lin…Comparative analysis of approximate blocking techniques for entity resolution (2016)Comparative analysis of appro…BLAST (2016)BLASTOnline Social Network Profile Linkage (2014)Online Social Network Profile…LINDA (2012)LINDALearning expressive linkage rules using genetic programming (2012)Learning expressive linkage r…Joint Link-Attribute User Identity Resolution in Online Social Networks (2012)Joint Link-Attribute User Ide…Dedoop (2012)DedoopAdaptive Windows for Duplicate Detection (2012)Adaptive Windows for Duplicat…Active sampling for entity matching (2012)Active sampling for entity ma…Multi-pass sorted neighborhood blocking with MapReduce (2011)Multi-pass sorted neighborhoo…An overview of data warehousing and OLAP technology (1997)Exploratory Data Mining and Data Cleaning (2003)Fundamentals of Data Warehouses (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Data integration: the teenage years (2006)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Digital libraries and autonomous citation indexing (1999)The State of Record Linkage and Current Research Problems (1999)CiteSeer (1998)Entity resolution (2012)Inferring anchor links across multiple heterogeneous social networks (2013)A Survey of Fake News (2020)Research problems in data warehousing (1995)Overview and Framework for Data and Information Quality Research (2009)Evaluation of entity resolution approaches on real-world match problems (2010)Big Data Integration (2013)Deep Learning for Entity Matching (2018)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2003A comparison of string distance metrics for name-matching tasks1,371 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1995The merge/purge problem for large databases809 cited
  • 1959Automatic Linkage of Vital Records772 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2006Data Quality : Concepts, Methodologies and Techniques662 cited
  • 2007Collective entity resolution in relational data593 cited
  • 2005Reference reconciliation in complex information spaces519 cited
  • 2001Potter's Wheel: An Interactive Data Cleaning System510 cited
  • 2008Swoosh: a generic approach to entity resolution493 cited
  • 2006Efficient exact set-similarity joins423 cited

Cited by

  • 2017User Identity Linkage across Online Social Networks269 cited
  • 2020An Overview of End-to-End Entity Resolution for Big Data

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256 cited
  • 2016Comparative analysis of approximate blocking techniques for entity resolution176 cited
  • 2017Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges164 cited
  • 2012Dedoop142 cited
  • 2019Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning119 cited
  • 2012Joint Link-Attribute User Identity Resolution in Online Social Networks117 cited
  • 2012Learning expressive linkage rules using genetic programming113 cited
  • 2022(Almost) all of entity resolution95 cited
  • 2012Active sampling for entity matching88 cited
  • 2011Multi-pass sorted neighborhood blocking with MapReduce79 cited
  • 2021The Four Generations of Entity Resolution78 cited
  • 2012Adaptive Windows for Duplicate Detection74 cited
  • 2012LINDA74 cited
  • 2016BLAST69 cited
  • 2014Online Social Network Profile Linkage65 cited