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High-quality data is key to interpretable and trustworthy data analytics and the basis for meaningful data-driven decisions.
A Relational Model of Data for Large Shared Data Banks
Edgar F. Codd · 1970
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The Role of Quality Information in the Long-Term Functioning of a Geographic Information System
Nicholas R. Chrisman · 1983
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Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems
Donald P. Ballou and Harold L. Pazer · 1985
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Anchoring Data Quality Dimensions in Ontological Foundations
Yair Wand and Richard Y. Wang · 1996
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Beyond Accuracy: What Data Quality Means to Data Consumers
Richard Y. Wang and Diane M. Strong · 1996
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Standard for a Software Quality Metrics Methodology
IEEE · 1998
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A Product Perspective on Total Data Quality Management
Richard Y. Wang · 1998
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Improving Data Warehouse and Business Information Quality: Methods for Reducing Costs and Increasing Profits
Larry P. English · 1999
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Data Clustering: A Review
Anil K. Jain, M Narasimha Murty, and Patrick J. Flynn · 2000
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Datenqualitätsmanagement in Data Warehouse-Systemen [Data Quality Management in Data Warehouse Systems]
Holger Hinrichs · 2002
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Data Quality Assessment
Leo L. Pipino, Yang W. Lee, and Richard Y. Wang · 2002
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Data Quality under the Computer Science Perspective
Monica Scannapieco and Tiziana Catarci · 2002
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Exploratory Data Mining and Data Cleaning
Tamraparni Dasu and Theodore Johnson · 2003
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Handbook of Parametric and Nonparametric Statistical Procedures
David J. Sheskin · 2003
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Procedures for Performing Systematic Reviews
Barbara Kitchenham · 2004
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A Survey of Data Quality Tools
José Barateiro and Helena Galhardas · 2005
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The New Oxford American Dictionary
Erin McKean · 2005
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Measuring Data Accuracy: A Framework and Review
Thomas C Redman · 2005
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Duplicate Record Detection: A Survey
Ahmed K. Elmagarmid, Panagiotis G. Ipeirotis, and Vassilios S Verykios · 2007
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A Review of Information Quality Research
Mouzhi Ge and Markus Helfert · 2007
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An Evaluation Framework For Data Quality Tools
Virginie Goasdoué, Sylvaine Nugier, Dominique Duquennoy, and Brigitte Laboisse · 2007
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How to Measure Data Quality? A Metric-based Approach
Bernd Heinrich, Marcus Kaiser, and Mathias Klier · 2007
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Data Quality Assessment
Arkady Maydanchik · 2007
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Methodologies for Data Quality Assessment and Improvement
Carlo Batini, Cinzia Cappiello, Chiara Francalanci, and Andrea Maurino · 2009
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An Accuracy Metric: Percentages, Randomness, and Probabilities
Craig W. Fisher, Eitel J. M. Lauria, and Carolyn C. Matheus · 2009
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A Novel Data Quality Metric for Timeliness Considering Supplemental Data
Bernd Heinrich and Mathias Klier · 2009
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Journey to Data Quality
Yang W. Lee, Leo L. Pipino, James D. Funk, and Richard Y. Wang · 2009
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Data Cleansing: A Prelude to Knowledge Discovery
Jonathan I. Maletic and Andrian Marcus · 2009
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The Informatica Data Quality Methodology
Informatica · 2010
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The Practitioner’s Guide to Data Quality Improvement
David Loshin · 2010
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Trusted Data in IBM’s MDM: Accuracy Dimension
Przemyslaw Pawluk · 2010
Cited alongside, same era.
An Overview of Open Source Data Quality Tools
Val Pushkarev, Henry Neumann, Cihan Varol, and John R Talburt · 2010
Cited alongside, same era.
Survey on Data Quality
Corporate Data Quality: Prerequisite for Successful Business Models
Boris Otto and Hubert Österle · 2016
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Open Source Data Quality Tools: Revisited
Venkata Sai Venkatesh Pulla, Cihan Varol, and Murat Al · 2016
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Outlier Analysis
Charu C. Aggarwal · 2017
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Automated Data Quality Monitoring
Lisa Ehrlinger and Wolfram Wöß · 2017
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Magic Quadrant for Data Quality Tools
Mei Yang Selvage, Saul Judah, and Ankush Jain · 2017
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Visual Interactive Creation, Customization, and Analysis of Data Quality Metrics
Christian Bors, Theresia Gschwandtner, Simone Kriglstein, Silvia Miksch, and Margit Pohl · 2018
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Mengjie Chen, Meina Song, Jing Han, and E. Haihong · 2012
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Datenqualitätswerkzeuge 2012 – Werkzeuge zur Bewertung und Erhöhung von Datenqualität [Data Quality Tools 2012 - Tools for the Assessment and Improvement of Data Quality]
Jochen Kokemüller and Florian Haupt · 2012
Cited alongside, same era.
Measuring Data Quality for Ongoing Improvement: A Data Quality Assessment Framework
Laura Sebastian-Coleman · 2012
Cited alongside, same era.
The Six Primary Dimensions for Data Quality Assessment
Nicola Askham, Denise Cook, Martin Doyle, Helen Fereday, Mike Gibson, Ulrich Landbeck, Rob Lee, Chris Maynard, Gary Palmer, and Julian Schwarzenbach · 2013
Cited alongside, same era.
Tools and Techniques for Assessing Metadata Quality
Effie Tsiflidou and Nikos Manouselis · 2013
Cited alongside, same era.
Data Profiling Revisited
Felix Naumann · 2014
Cited alongside, same era.
A Measure-theoretic Foundation for Data Quality
Antoon Bronselaer, Robin De Mol, and Guy De Tré · 2018
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Automated Continuous Data Quality Measurement with QuaIIe
Lisa Ehrlinger, Bernhard Werth, and Wolfram Wöß · 2018
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Requirements for Data Quality Metrics
Bernd Heinrich, Diana Hristova, Mathias Klier, Alexander Schiller, and Michael Szubartowicz · 2018
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Data Profiling
Ziawasch Abedjan, Lukasz Golab, Felix Naumann, and Thorsten Papenbrock · 2019
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Apache Griffin User Guide
Apache Foundation · 2019
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Aggregate Profile User Guide Version 6.1.8
Arrah Technology · 2019
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Magic Quadrant for Data Quality Tools
Melody Chien and Ankush Jain · 2019
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A Novel Data Quality Metric for Minimality
Lisa Ehrlinger and Wolfram Wöß · 2019
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User Manual Version 5.9
Experian · 2019
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Profile Guide – 10.2 HotFix 1
Informatica · 2019
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ISO/IEC 25012
International Organization of Standardization · 2019
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Now or Never: 2016 Global CEO Outlook, 2016
KPMG International · 2019
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How to Create a Business Case for Data Quality Improvement
Susan Moore · 2019
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About the Dimensions of Data Quality
Dan Myers · 2019
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Enterprise Data Quality Help version 9.0
Oracle · 2019
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DataCleaner Reference Documentation 5.2
Quadient · 2019
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DataFlux Data Management Studio 2.7: User Guide
SAS · 2019
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Methods and Theory behind the Clustering Functionality in OpenRefine
Owen Stephens · 2019
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Talend Open Studio for Data Quality – User Guide 7.0.1M2
Talend · 2019
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