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[BCC11a] Assessment and analysis of information quality: a multidimensional model and case studies
Revue Internationale avec comité de lecture : Journal International Journal of Information Quality, vol. 2(4), pp. 300-323, 2011, (doi:10.1504/IJIQ.2011.043780)Mots clés: Information Systems Quality, information quality, model quality, data quality, quality analysis, quality measures, customer information, patient records, patient information
Résumé:
Information quality is a complex and multidimensional notion. In the context of information system engineering, it is also a transversal notion and to be fully understood, it needs to be evaluated jointly considering the quality of data, the quality of the underlying conceptual data model and the quality of the software system that manages these data. This paper presents a multidimensional model for exploring information in a multidimensional way, which aids in the navigation, filtering, and interpretation of quality measures, and thus in the identification of the most appropriate actions to improve information quality. Two application scenarios are presented to illustrate and validate the multidimensional approach: the first one concerns the quality of customer information at Electricité de France, a French Electricity Company, and the second concerns the quality of patient records at Curie Institute, a well-known medical institute in France. The instantiation of our multidimensional model in these contexts shows first illustrations of its applicability.
Collaboration:
IRD
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BibTeX
| @article { | |||
| BCC11a, | |||
| title | = | "{Assessment and analysis of information quality: a multidimensional model and case studies}", | |
| author | = | "L. Berti-Equille and I. Comyn-Wattiau and M. Cosquer and Z. Kedad and S. Nugier and V. Peralta and S. Si-Said Cherfi and V. Thion", | |
| journal | = | "International Journal of Information Quality", | |
| year | = | 2011, | |
| volume | = | 2, | |
| number | = | 4, | |
| pages | = | "300-323", | |
| doi | = | "10.1504/IJIQ.2011.043780", | |
| } | |||
