A theory of diagnosis from first principles
Artificial Intelligence
Communications of the ACM
Improving data warehouse and business information quality: methods for reducing costs and increasing profits
Data preparation for data mining
Data preparation for data mining
Data quality: the field guide
Data Quality for the Information Age
Data Quality for the Information Age
Medical Diagnostic and Data Quality
CBMS '02 Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02)
Diagnostic process from the data quality point of view
Journal of Medical Systems - Special issue: Computer-based medical systems
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Usage of data in various areas and its electronic availability has upgraded the importance of data quality to the highest level. In general, data quality has at least a syntactic and a semantic component. The syntactic component is relatively easily reached, mostly supported by tools, while the semantic component requires further research. In many cases, data is taken from different sources which are distributed among enterprises and vary in levels of quality. Special attention needs to be paid to data upon which critical decisions are met. In the paper we will focus on data quality in connection with conceptual modeling, including reuse of models and/or parts of them and data policy for increasing the quality of data.