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Methods for evaluating and creating data quality · Study

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ArticleMethods for evaluating and creating data quality

William E. Winkler2004

Article2004

Methods for evaluating and creating data quality

William E. Winkler

133 citations·0/0 files stored·Information Systems

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Data Quality and Management Research Data Management Practices Survey Methodology and Nonresponse

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References

1969A Theory for Record Linkage 2000Data Cleaning: Problems and Current Approaches.1989Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida 1990String Comparator Metrics and Enhanced Decision Rules in the Fellegi-Sunter Model of Record Linkage.1959Automatic Linkage of Vital Records 2002Interactive deduplication using active learning 1997Data Quality For The Information Age 1999Improving Data Warehouse and Business Information Quality : Methods for Reducing Costs and Increasing Profits

Cited by

2011Preventing human error: The impact of data entry methods on data accuracy and statistical results 2012Foundations of Data Quality Management 2020A Survey on Blocking Technology of Entity Resolution 2010Dynamic constraints for record matching 2011Fifteen Years of Data and Information Quality Literature: Developing a Research Agenda for Accounting 2008A proposal for a set of attributes relevant for Web portal data quality

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

2003Record Linkage: Current Practice and Future Directionsarticle · 10 shared references 2002An empirical comparison of record linkage proceduresarticle · 9 shared references 2020Handbook of Data Quality : Research and Practicearticle · 9 shared references 2004Iterative record linkage for cleaning and integrationother · 8 shared references 2006Domain-independent data cleaning via analysis of entity-relationship grapharticle · 8 shared references 2005Exploiting relationships for domain-independent data cleaningother · 8 shared references

Details

Year2004

Typearticle

Published2004-02-10

VenueInformation Systems

ISSN-L0306-4379

Languageen

Citations133

Files0 public / 0

ShelfData Quality and Management

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doi10.1016/j.is.2003.12.003

openalex_workW2064549288

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2005Data Quality at a Glance

2007Dimensional issues in agricultural data warehouse designs