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Assessing data currency — a probabilistic approach

Heinrich, Bernd and Klier, Mathias (2011) Assessing data currency — a probabilistic approach. Journal of Information Science 37 (1), pp. 86-100.

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Abstract

The growing relevance of data quality has revealed the need for adequate measurement. As time aspects are extremely important in data quality management, we propose a novel approach to assess data currency. Our metric, which is founded on probability theory, enables an objective and widely automated assessment for data liable to temporal decline. Its values are easy to interpret by business ...

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Item Type:Article
Date:2011
Institutions:Business, Economics and Information Systems > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich)
Business, Economics and Information Systems > Institut für Wirtschaftsinformatik > Professur für Wirtschaftsinformatik - Qualitätsmanagement und Qualitätssicherung (Prof. Dr. Mathias Klier)
Research groups and research centres:Not selected
Identification Number:
ValueType
10.1177/0165551510392653DOI
Keywords:data quality; data quality assessment; data quality metrics
Subjects:300 Social sciences > 330 Economics
Status:Published
Refereed:Yes, this version has been refereed
Created at the University of Regensburg:Unknown
Owner: Pub Heinrich
Deposited On:30 Jan 2012 13:23
Last Modified:08 Aug 2014 13:37
Item ID:23161
Owner Only: item control page

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