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Active learning of expressive linkage rules using genetic programming · Study

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ArticleActive learning of expressive linkage rules using genetic programming

Robert Isele2013

OA

Articlegreen2013

Active learning of expressive linkage rules using genetic programming

Robert Isele · Christian Bizer

134 citations·0/0 files stored·Journal of Web Semantics

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Data Quality and Management Semantic Web and Ontologies Web Data Mining and Analysis

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References

1969A Theory for Record Linkage 2003Adaptive duplicate detection using learnable string similarity measures 2012Data Matching 2012Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection 2001Learning object identification rules for information integration 2003TAILOR: a record linkage toolbox 2002Learning domain-independent string transformation weights for high accuracy object identification 2010On active learning of record matching packages

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2019Low-resource Deep Entity Resolution with Transfer and Active Learning 2017Active Learning for Large-Scale Entity Resolution 2016Unsupervised Entity Resolution on Multi-type Graphs

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

2017Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challengeschapter · 6 shared references 2012Learning expressive linkage rules using genetic programmingarticle · 6 shared references 2017User Identity Linkage across Online Social Networksarticle · 5 shared references 2021The Four Generations of Entity Resolutionbook · 5 shared references 2011Learning linkage rules using genetic programmingother · 5 shared references 2006Adaptive Blocking: Learning to Scale Up Record Linkageother · 4 shared references

Details

Year2013

Typearticle

Published2013-07-01

VenueJournal of Web Semantics

ISSN-L1570-8268

Languageen

Citations134

Files0 public / 0

ShelfData Quality and Management

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doi10.1016/j.websem.2013.06.001

openalex_workW1982804187

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