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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
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https://hal.inria.fr/hal-01343272
Contributor : Virginie Thion <>
Submitted on : Wednesday, November 23, 2016 - 3:03:12 PM
Last modification on : Thursday, January 7, 2021 - 4:40:07 PM
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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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