A revival of integrity constraints for data cleaning

Wenfei Fan · Floris Geerts · Xibei Jia

46 citations0/0 files storedProceedings of the VLDB Endowment

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Data Quality and Management Advanced Database Systems and Queries Semantic Web and Ontologies

Abstract

Integrity constraints, a.k.a . data dependencies, are being widely used for improving the quality of schema . Recently constraints have enjoyed a revival for improving the quality of data . The tutorial aims to provide an overview of recent advances in constraint-based data cleaning.

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2000Data Cleaning: Problems and Current Approaches.1998The impact of poor data quality on the typical enterprise 2006Data Quality : Concepts, Methodologies and Techniques 2008Conditional functional dependencies for capturing data inconsistencies 2006Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)2000Enterprise information portals 2007Extending dependencies with conditions

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