Search results for "Model-based testing"

showing 3 items of 3 documents

Data Quality Model-based Testing of Information Systems: the Use-case of E-scooters

2020

The paper proposes a data quality model-based testing methodology aimed at improving testing methodology of information systems (IS) using previously proposed data quality model. The solution supposes creation of a description of the data to be processed by IS and the data quality requirements used for the development of the tests, followed by performing an automated test of the system on the generated tests verifying the correctness of data to be entered and stored in the database. The generation of tests for all possible data quality conditions creates a complete set of tests that verify the operation of the IS under all possible data quality conditions. The proposed solution is demonstra…

Model-based testingProgram testingCorrectnessComputer science0102 computer and information sciences02 engineering and technology01 natural sciencesReliability engineeringTest (assessment)Set (abstract data type)010201 computation theory & mathematicsData quality0202 electrical engineering electronic engineering information engineeringInformation system020201 artificial intelligence & image processing2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)
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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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Data Quality Model-Based Testing of Information Systems: Two-Level Testing of the Insurance System

2021

In order to develop reliable software, its operating must be verified for all possible cases of use. This can be achieved, at least partly, by means of a model-based testing (MBT), by establishing tests that check all conditions covered by the model. This paper presents a Data Quality Model-based Testing (DQMBT) using the data quality model (DQ-model) as a testing model. The DQ-model contains definitions and conditions for data objects to consider the data object as correct. The proposed testing approach allows complete testing of the conformity of the data to be entered and the data already stored in the database. The data to be entered shall be verified by means of predefined pre-conditio…

Model-based testingbusiness.industryComputer sciencemedia_common.quotation_subjectContext (language use)computer.software_genrePre-conditionSoftwareData qualityInformation systemQuality (business)Data miningbusinesscomputerData objectsmedia_common
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