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Comparison of AI-Based Software Functional Testing Tools Using the AHP Method

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Resumen

This study uses the Analytic Hierarchy Process (AHP) methodology to compare three functional testing tools of AI-based software: Selenium, Testim, and Applitools. The goal is to evaluate these tools based on six key criteria: usability, error detection efficiency, integration with other systems, technical support, cost, and flexibility. Each criterion is divided into specific sub-criteria, with weights assigned to quantify the performance of each tool. The evaluation criteria are established through an exhaustive literature review and expert consultations, and a hierarchy is organized to ensure a detailed and quantitative assessment of each tool. The results show that Testim receives the highest scores, excelling in usability, problem-solving efficiency, and technical support with a total score of 0.84. Applitools got a total of 0.82 and its best features were integration and error detection. While Selenium got the lowest score of 0.75, it is recognized for its flexibility and cost but it needs to improve its usability and technical support. This study provides an impartial framework for selecting AI-based software functional testing tools, highlighting the importance of considering multiple criteria in decision-making. The results benefit projects aiming to improve software quality by choosing the tools that best meet their needs.

Idioma originalInglés
Título de la publicación alojadaInternational Conference on Applied Technologies - 6th International Conference, ICAT 2024, Revised Selected Papers
EditoresMiguel Botto-Tobar, Lohana Lema Moreta, Marcelo Zambrano Vizuete, Sergio Montes León, Pablo Torres-Carrion, Benjamin Durakovic
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas148-163
Número de páginas16
ISBN (versión impresa)9783031897566
DOI
EstadoPublicada - 2025
Evento6th International Conference on International Conference on Applied Technologies, ICAT 2024 - Samborondon, Ecuador
Duración: 20 nov. 202422 nov. 2024

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen2456 CCIS
ISSN (versión impresa)1865-0929
ISSN (versión digital)1865-0937

Conferencia

Conferencia6th International Conference on International Conference on Applied Technologies, ICAT 2024
País/TerritorioEcuador
CiudadSamborondon
Período20/11/2422/11/24

Nota bibliográfica

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

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