An Evaluation Framework for Data Quality Tools

Abstract : 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.
Keywords : Data Quality Tool
Type de document :
Communication dans un congrès
Proceedings of the International Conference on Information Quality, Nov 2007, Cambridge, United States
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https://hal.inria.fr/hal-01343272
Contributeur : Virginie Thion <>
Soumis le : mercredi 23 novembre 2016 - 15:03:12
Dernière modification le : jeudi 9 février 2017 - 16:04:31
Document(s) archivé(s) le : mardi 14 mars 2017 - 13:52:08

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  • HAL Id : hal-01343272, version 1

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Dominique Duquennoy, Brigitte Laboisse, Sylvaine Nugier, Virginie Thion. An Evaluation Framework for Data Quality Tools. Proceedings of the International Conference on Information Quality, Nov 2007, Cambridge, United States. <hal-01343272>

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