Побудова системи автоматизованого тестування з використання інструментів штучного інтелекту
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Date
2021
Authors
Сосницький, Сергій
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Abstract
In this paper, the author overviewed an automated testing application during software development, its issues, and challenges. Designed architecture and implemented a prototype for a system with a machine learning testing tool. A proposed design could resolve existing issues with user graphical interfaces tasting (GUI) by traditional function tools, and improve transparency and feedback to product managers and designers by verification user interfaces to original requirements and not only developed cases by the development team.
The system architecture design includes diagrams designed by the C4 + 1 model. As prototype components, TensorFlow and Keras libraries were used for machine learning tools, Cypress was a functional automation tool. Python and JavaScript as programming languages.
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Keywords
automated testing, machine learning, магістерська робота