6533b836fe1ef96bd12a12b1
RESEARCH PRODUCT
Models of Data Quality
Janis BicevskisIvo OditisZane Bicevskasubject
Domain-specific languageBusiness processComputer scienceProcess (engineering)business.industrymedia_common.quotation_subjectFirst languagecomputer.file_formatDigital subscriber lineData qualityQuality (business)ExecutableSoftware engineeringbusinesscomputermedia_commondescription
The research proposes a new approach to data quality management presenting three groups of DSL (Domain Specific Language). The first language group uses concept of data object in order to describe data to be analysed, the second group describes the requirements on data quality, and the third group describes data quality management process. The proposed approach deals with development of executable quality specifications for each kind of data objects. 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 verification according to the specific use case.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2018-01-01 |