Methodology for allocating resources for data quality enhancement

Donald P. Ballou · Giri Kumar Tayi

81 citations0/0 files storedCommunications of the ACM

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Data Quality and Management Advanced Database Systems and Queries Mobile Crowdsensing and Crowdsourcing

Abstract

The issue of effective use of resources committed to data integrity maintenance is addressed via a heuristic which uses parameter estimates that are iteratively refined to partition available resources among multiple data sets.

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1985Management Information Systems: Conceptual Foundations, Structure, and Development 1974Organizational Decision Making as a Political Process: The Case of a University Budget 1985Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems 1986Data quality and due process in large interorganizational record systems 1982Estimating and improving the quality of information in a MIS

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2021Data quality certification using ISO/IEC 25012: Industrial experiences 1999Data quality in neural network models: effect of error rate and magnitude of error on predictive accuracy 2026Critical success factors for accounting information systems data quality 2000Data Warehouse Modeling and Quality Issues 2006Optimal Synchronization Policies for Data Warehouses

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