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Quality and Complexity Measures for Data Linkage and Deduplication · Study

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ChapterQuality and Complexity Measures for Data Linkage and Deduplication

Peter Christen2007

Chapter2007

Quality and Complexity Measures for Data Linkage and Deduplication

Peter Christen · Karl Goiser

212 citations·0/0 files stored·Studies in computational intelligence

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Data Quality and Management Data Mining and Machine Learning Applications Machine Learning and Data Classification

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References

1969A Theory for Record Linkage 2018What's In A Name? Malay Seals As Onomastic Sources 2000Data Cleaning: Problems and Current Approaches.2003A comparison of string distance metrics for name-matching tasks 1999Data preparation for data mining 2003Adaptive duplicate detection using learnable string similarity measures 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem 1999The State of Record Linkage and Current Research Problems

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2008Febrl -2020How Well Do Automated Linking Methods Perform? Lessons from US Historical Data 2008Automatic record linkage using seeded nearest neighbour and support vector machine classification 2017Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges 2008Record linkage software in the public domain: a comparison of Link Plus, The Link King, and a `basic' deterministic algorithm 2015When to conduct probabilistic linkage vs. deterministic linkage? A simulation study

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2005Robust Identification of Fuzzy Duplicatesother · 11 shared references 2006Domain-independent data cleaning via analysis of entity-relationship grapharticle · 11 shared references 2005Exploiting relationships for object consolidationother · 11 shared references 2012A taxonomy of privacy-preserving record linkage techniquesarticle · 10 shared references 2006Adaptive Blocking: Learning to Scale Up Record Linkageother · 10 shared references 2004Iterative record linkage for cleaning and integrationother · 10 shared references

Details

Year2007

Typechapter

Published2007-01-01

VenueStudies in computational intelligence

ISSN-L1860-949X

Languageen

Citations212

Files0 public / 0

ShelfData Quality and Management

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doi10.1007/978-3-540-44918-8_6

openalex_workW1597164057

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Imported from OpenAlex (CC0) — nothing here is generated.

2008Febrl: a freely available record linkage system with a graphical user interface

2021Knowledge Graph Completeness: A Systematic Literature Review