Affiliation:
1. University of Innsbruck
2. University of Augsburg
Abstract
Due to the importance of using up-to-date data in information systems, this article analyzes how the data-quality dimension currency can be quantified. Based on several requirements (e.g., normalization and interpretability) and a literature review, we design a procedure to develop probability-based metrics for currency which can be adjusted to the specific characteristics of data attribute values. We evaluate the presented procedure with regard to the requirements and illustrate the applicability as well as its practical benefit. In cooperation with a major German mobile services provider, the procedure was applied in the field of campaign management in order to improve both success rates and profits.
Publisher
Association for Computing Machinery (ACM)
Subject
Information Systems and Management,Information Systems
Reference40 articles.
1. Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems
2. Designing Information Systems to Optimize the Accuracy-Timeliness Tradeoff
3. Modeling Information Manufacturing Systems to Determine Information Product Quality
4. Batini C. and Scannapieco M. 2006. Data Quality Concepts Methodologies and Techniques (Data-Centric Systems and Applications). Springer Berlin. Batini C. and Scannapieco M. 2006. Data Quality Concepts Methodologies and Techniques (Data-Centric Systems and Applications) . Springer Berlin.
5. Campanella J. 1999. Principles of Quality Costs: Principles Implementation and Use. ASQ Quality Press Milwaukee. Campanella J. 1999. Principles of Quality Costs: Principles Implementation and Use . ASQ Quality Press Milwaukee.
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