Entity resolution with iterative blocking
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Conditional Dependencies: A Principled Approach to Improving Data Quality
BNCOD 26 Proceedings of the 26th British National Conference on Databases: Dataspace: The Final Frontier
Generating data quality rules and integration into ETL process
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
"Same, Same but Different" A Survey on Duplicate Detection Methods for Situation Awareness
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
The Online Market Observatory: A Domain Model Approach
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
Personal health information leak prevention in heterogeneous texts
AdaptLRTtoND '09 Proceedings of the Workshop on Adaptation of Language Resources and Technology to New Domains
Relative information completeness
ACM Transactions on Database Systems (TODS)
Privacy-preserving record linkage
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Towards certain fixes with editing rules and master data
Proceedings of the VLDB Endowment
Entity Resolution and Information Quality
Entity Resolution and Information Quality
Staging a realistic entity resolution challenge for students
Journal of Computing Sciences in Colleges
Interaction between record matching and data repairing
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Multiple valued logic approach for matching patient records in multiple databases
Journal of Biomedical Informatics
Towards certain fixes with editing rules and master data
The VLDB Journal — The International Journal on Very Large Data Bases
Computer Methods and Programs in Biomedicine
Valid statistical inference on automatically matched files
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
A Graduate-Level Course on Entity Resolution and Information Quality: A Step toward ER Education
Journal of Data and Information Quality (JDIQ) - Special Issue on Entity Resolution
Efficient privacy-aware record integration
Proceedings of the 16th International Conference on Extending Database Technology
A taxonomy of privacy-preserving record linkage techniques
Information Systems
An efficient two-party protocol for approximate matching in private record linkage
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
A data cleaning framework based on user feedback
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Query-driven approach to entity resolution
Proceedings of the VLDB Endowment
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This book helps practitioners gain a deeper understanding, at an applied level, of the issues involved in improving data quality through editing, imputation, and record linkage. The first part of the book deals with methods and models. Here, we focus on the Fellegi-Holt edit-imputation model, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter record linkage model. Brief examples are included to show how these techniques work. In the second part of the book, the authors present real-world case studies in which one or more of these techniques are used. They cover a wide variety of application areas. These include mortgage guarantee insurance, medical, biomedical, highway safety, and social insurance as well as the construction of list frames and administrative lists. Readers will find this book a mixture of practical advice, mathematical rigor, management insight and philosophy. The long list of references at the end of the book enables readers to delve more deeply into the subjects discussed here. The authors also discuss the software that has been developed to apply the techniques described in our text.