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Metrics for Measuring Data Quality - Foundations for an Economic Oriented Management of Data Quality
Konferenz- oder Workshop-Beitrag
Heinrich, Bernd, Kaiser, Marcus und Klier, Mathias (2007) Metrics for Measuring Data Quality - Foundations for an Economic Oriented Management of Data Quality. In: 2nd International Conference on Software and Data Technologies (ICSOFT), 2007, INSTICC/Polytechnic Institut of Setúbal Barcelona, Spanien.Zusammenfassung
The article develops metrics for an economic oriented management of data quality. Two data quality dimensions are focussed: consistency and timeliness. For deriving adequate metrics several requirements are stated (e. g. normalisation, cardinality, adaptivity, interpretability). Then the authors discuss existing approaches for measuring data quality and illustrate their weaknesses. Based upon ...
The article develops metrics for an economic oriented management of data quality. Two data quality dimensions are focussed: consistency and timeliness. For deriving adequate metrics several requirements are stated (e. g. normalisation, cardinality, adaptivity, interpretability). Then the authors discuss existing approaches for measuring data quality and illustrate their weaknesses. Based upon these considerations, new metrics are developed for the data quality dimensions consistency and timeliness. These metrics are applied in practice and the results are illustrated in the case of a major German mobile services provider.
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Details
| Dokumentenart | Konferenz- oder Workshop-Beitrag (Paper) |
| Buchtitel: | Proceedings of the 2nd International Conference on Software and Data Technologies (ICSOFT). INSTICC/Polytechnic Institute of Setúbal |
|---|---|
| Datum | 2007 |
| Veröffentlichungsdatum | 28 Mrz 2012 15:05 |
| Institutionen | Wirtschaftswissenschaften > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich) Informatik und Data Science > Fachbereich Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich) Wirtschaftswissenschaften > Institut für Wirtschaftsinformatik > Entpflichtete oder im Ruhestand befindliche Professoren > Professur für Wirtschaftsinformatik - Qualitätsmanagement und Qualitätssicherung (Prof. Dr. Mathias Klier) |
| Stichwörter / Keywords | Data Quality, Data Quality Management, Data Quality Metrics |
| Dewey-Dezimal-Klassifikation | 300 Sozialwissenschaften > 330 Wirtschaft |
| Status | Veröffentlicht |
| Begutachtet | Unbekannt / Keine Angabe |
| An der Universität Regensburg entstanden | Unbekannt / Keine Angabe |
| URN der UB Regensburg | urn:nbn:de:bvb:355-epub-236346 |
| Dokumenten-ID | 23634 |
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