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An Evaluation Framework for Data Quality Tools

Thion-Goasdoué, Virginie; Nugier, Sylvaine; Duquennoy, Dominique; Laboisse, Brigitte (2007), An Evaluation Framework for Data Quality Tools, 2007 International Conference for Information Quality (ICIQ), 2007-11, Cambridge (MA), États-Unis

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Type
Communication / Conférence
Date
2007
Conference title
2007 International Conference for Information Quality (ICIQ)
Conference date
2007-11
Conference city
Cambridge (MA)
Conference country
États-Unis
Pages
15
Metadata
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Author(s)
Thion-Goasdoué, Virginie
Nugier, Sylvaine
Duquennoy, Dominique
Laboisse, Brigitte
Abstract (EN)
Data Quality is a major stake for large organizations and software companies are proposing increasing numbers of tools focusing on these issues. The scope of these tools is moving from specific applications (deduplication, address normalization etc …) to a more global perspective integrating all areas of data quality (profiling, rule-detection…). A framework is needed to help managers to choose this type of tool. In this article, we focus on tool-functionalities which aim to measure the quality of data(bases). We explain what one can expect of such functionalities in a CRM context, and we propose a general matrix which can be used for the evaluation and comparison of these tools.
Subjects / Keywords
Completeness; Accuracy; Consistency; Relevancy; Address normalisation; On-line interface; Integration; Deduplication; Connectivity; Criteria; DQM; Information Product; Data Quality; Framework