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MFIBlocks: An effective blocking algorithm for entity resolution · Study

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ArticleMFIBlocks: An effective blocking algorithm for entity resolution

Batya Kenig2012

Article2012

MFIBlocks: An effective blocking algorithm for entity resolution

Batya Kenig · Avigdor Gal

66 citations·0/0 files stored·Information Systems

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Data Quality and Management Advanced Database Systems and Queries Machine Learning and Data Classification

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References

1969A Theory for Record Linkage 2006Duplicate Record Detection: A Survey 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem 1999The State of Record Linkage and Current Research Problems 1995The merge/purge problem for large databases 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication 2003A Comparison of Fast Blocking Methods for Record Linkage 2003TAILOR: a record linkage toolbox

Cited by

2020Hierarchical Matching Network for Heterogeneous Entity Resolution 2014Supervised meta-blocking 2016Parallel meta-blocking for scaling entity resolution over big heterogeneous data 2023Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis 2015Entity Resolution in the Web of Data 2015Semantic-Aware Blocking for Entity Resolution 2015

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2015Semantic-Aware Blocking for Entity Resolutionarticle · 10 shared references 2012An automatic blocking mechanism for large-scale de-duplication tasksother · 10 shared references 2013Meta-Blocking: Taking Entity Resolutionto the Next Levelarticle · 9 shared references 2015Schema-agnostic vs schema-based configurations for blocking methods on homogeneous dataarticle · 9 shared references 2012A framework for accurate, efficient private record linkagearticle · 9 shared references 2013A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spacesarticle · 8 shared references

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Year2012

Typearticle

Published2012-12-02

VenueInformation Systems

ISSN-L0306-4379

Languageen

Citations66

Files0 public / 0

ShelfData Quality and Management

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doi10.1016/j.is.2012.11.008

openalex_workW2011940398

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Big data entity resolution: From highly to somehow similar entity descriptions in the Web

2021Improving the Efficiency and Effectiveness for BERT-based Entity Resolution