6533b85efe1ef96bd12c0646
RESEARCH PRODUCT
Domain-Specific Characteristics of Data Quality
Ivo OditisJanis BicevskisZane Bicevskasubject
Business processComputer sciencecomputer.file_formatcomputer.software_genreElectronic mailData modelingUnified Modeling LanguageData qualityData miningExecutableCompleteness (statistics)Data objectscomputercomputer.programming_languagedescription
The research discusses the issue how to describe data quality and what should be taken into account when developing an universal data quality management solution. The proposed approach is to create quality specifications for each kind of data objects and to make them executable. The specification can be executed step-by-step according to business process descriptions, ensuring the gradual accumulation of data in the database and data quality checking according to the specific use case. The described approach can be applied to check the completeness, accuracy, timeliness and consistency of accumulated data.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2017-09-24 | Proceedings of the 2017 Federated Conference on Computer Science and Information Systems |