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Data Quality Model-based Testing of Information Systems

2020

This paper proposes a model-based testing approach by offering to use the data quality model (DQ-model) instead of the program’s control flow graph as a testing model. The DQ-model contains definitions and conditions for data objects to consider the data object as correct. The study proposes to automatically generate a complete test set (CTS) using a DQmodel that allows all data quality conditions to be tested, resulting in a full coverage of DQ-model. In addition, the possibility to check the conformity of the data to be entered and already stored in the database is ensured. The proposed alternative approach changes the testing process: (1) CTS can be generated prior to software developmen…

Model-based testingbusiness.industryComputer scienceSoftware developmentProcess (computing)020207 software engineering02 engineering and technologycomputer.software_genreSoftwareSystem under test020204 information systemsData qualityTest set0202 electrical engineering electronic engineering information engineeringControl flow graphData miningbusinesscomputerProceedings of the 2020 Federated Conference on Computer Science and Information Systems
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