6533b7d3fe1ef96bd1261347

RESEARCH PRODUCT

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

Janis BicevskisIvo OditisAnastasija NikiforovaZane Bicevska

subject

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 processing

description

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 demonstrated by the real example of the system dealing with e-scooters. Although the proposed solution is demonstrated by applying it to the system that is already in use, it can also be used when developing a new system.

yearjournalcountryeditionlanguage
2020-12-142020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)
https://doi.org/10.1109/iotsms52051.2020.9340228