The notion of data and its quality dimensions
Information Processing and Management: an International Journal
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Assessing data quality for information products
ICIS '99 Proceedings of the 20th international conference on Information Systems
Estimating and improving the quality of information in a MIS
Communications of the ACM
Information quality benchmarks: product and service performance
Communications of the ACM - Supporting community and building social capital
Communications of the ACM - Supporting community and building social capital
Data Quality for the Information Age
Data Quality for the Information Age
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
Data Mining and Knowledge Discovery
AIMQ: a methodology for information quality assessment
Information and Management
Modeling Completeness versus Consistency Tradeoffs in Information Decision Contexts
IEEE Transactions on Knowledge and Data Engineering
Data Quality Requirements Analysis and Modeling
Proceedings of the Ninth International Conference on Data Engineering
The Impact of Experience and Time on the Use of Data Quality Information in Decision Making
Information Systems Research
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Research in data warehouse modeling and design: dead or alive?
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Utility-driven assessment of data quality
ACM SIGMIS Database
Impact of the Union and Difference Operations on the Quality of Information Products
Information Systems Research
Measuring information volatility in a health care information supply chain
Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology
Web-Based Personal Health Records Filtering Using Fuzzy Prototypes and Data Quality Criteria
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Data quality assessment in context: A cognitive perspective
Decision Support Systems
Dual Assessment of Data Quality in Customer Databases
Journal of Data and Information Quality (JDIQ)
Evaluating a model for cost-effective data quality management in a real-world CRM setting
Decision Support Systems
The Effects and Interactions of Data Quality and Problem Complexity on Classification
Journal of Data and Information Quality (JDIQ)
Modeling the information completeness of object tracking systems
The Journal of Strategic Information Systems
Modeling decisional knowledge with the help of data quality information
CDVE'11 Proceedings of the 8th international conference on Cooperative design, visualization, and engineering
Design of an information volatility measure for health care decision making
Decision Support Systems
Improving financial data quality using ontologies
Decision Support Systems
A multidimensional analysis of data quality for credit risk management: New insights and challenges
Information and Management
A risk based model for quantifying the impact of information quality
Computers in Industry
Assessing the quality of large-scale data standards: A case of XBRL GAAP Taxonomy
Decision Support Systems
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In the complex decision-environments that characterize e-business settings, it is important to permit decision-makers to proactively manage data quality. In this paper we propose a decision-support framework that permits decision-makers to gauge quality both in an objective (context-independent) and in a context-dependent manner. The framework is based on the information product approach and uses the Information Product Map (IPMAP). We illustrate its application in evaluating data quality using completeness--a data quality dimension that is acknowledged as important. A decision-support tool (IPView) for managing data quality that incorporates the proposed framework is also described.