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ITEE
2007
13 years 9 months ago
Data Quality Mining: Employing Classifiers for Assuring Consistent Datasets
Abstract: Independent from the concrete definition of the term “data quality” consistency always plays a major role. There are two main points when dealing with the data qualit...
Fabian Grüning
BNCOD
2009
182views Database» more  BNCOD 2009»
13 years 9 months ago
Conditional Dependencies: A Principled Approach to Improving Data Quality
Real-life date is often dirty and costs billions of pounds to businesses worldwide each year. This paper presents a promising approach to improving data quality. It effectively det...
Wenfei Fan, Floris Geerts, Xibei Jia
HICSS
2008
IEEE
118views Biometrics» more  HICSS 2008»
14 years 2 months ago
Guidelines for Setting Organizational Policies for Data Quality
: From a process perspective, the tasks that individuals carry out within an organization are linked. These linkages are often documented as process flow diagrams that connect the ...
Rajiv M. Dewan, Veda C. Storey
ICDE
2010
IEEE
292views Database» more  ICDE 2010»
14 years 7 months ago
Usher: Improving Data Quality With Dynamic Forms
Data quality is a critical problem in modern databases. Data entry forms present the first and arguably best opportunity for detecting and mitigating errors, but there has been li...
Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hell...
GI
2004
Springer
14 years 1 months ago
Assessing the Quality of Natural Language Text Data
: We follow an empirical approach from data quality toward text quality, where the expectations of the consumer, human or machine, take the centre stage. We try to obtain numerical...
Daniel Sonntag