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            "value": "Background Information: Usability testing is essential for ensuring a seamless user experience in modern applications. Traditional methods often lack scalability and adaptability to real-world scenarios. By integrating A/B testing, AI-driven contextual testing, and codeless automation tools, testing efficiency improves, enabling dynamic UI evaluation, real-world usability assessments, and streamlined automation for comprehensive, data-driven usability testing. Objectives: This study aims to enhance usability testing by leveraging A/B testing for UI optimization, AI- driven contextual testing for real-world adaptation, and codeless automation tools for efficiency. The goal is to increase accuracy, improve test scalability, and streamline the usability evaluation process for faster, more reliable application development. Methods: A/B testing analyzes multiple UI versions for user engagement effectiveness. AI-driven contextual testing simulates real-world user interactions to detect usability issues dynamically. Codeless automation enables no-code usability test execution, ensuring broader test coverage and increased efficiency while reducing manual intervention in the usability evaluation process.",
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                "doi": "10.34068/joe.55.03.08",
                "unstructured": "Koundinya, V., Klink, J., & Widhalm, M. (2017). UserTesting.com: A Tool for Usability Testing of Online Resources. The Journal of Extension, 55(3), 8"
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                "doi": "10.15680/ijircce.2016.0406006",
                "unstructured": "Gautam, S., & Nagpal, B. (2016). Descriptive Study of Software Testing & Testing Tools. International Journal of Innovative Research in Computer and Communication Engineering, 2016(6). https://www.rroij.com/open-access/descriptive-study-of-softwaretesting--testing-tools-.pdf"
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                "unstructured": "Kiprotich, T. N. (2017). Remote evaluation of an interface usability using asynchronous auto-logging methodology. International Journal of Scientific & Technology Research, 4(11), 133–136. https://www.ijstr.org/final-print/nov2015/Remote-Evaluation-Of-An-Interface-Usability-Using-Asynchronous-Auto-logging-Methodology.pdf"
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                "doi": "10.14419/ijet.v7i2.8.10438",
                "unstructured": "Anand, R., & Arulprakash, M. (2018). Business driven automation testing framework. International Journal of Engineering and Technology, 7, 345. https://doi.org/10.14419/IJET.V7I2.8.10438"
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                "unstructured": "Øvad, T., & Larsen, L. B. (2016). How to reduce the UX bottleneck–train your software developers. Behaviour & Information Technology, 35(12), 1080–1090. https://doi.org/10.1080/0144929X.2016.1225818"
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                "unstructured": "Mahajan, P., Shedge, H., & Patkar, U. (2016). Automation Testing In Software Organization. International Journal of Computer Applications Technology and Research, 5(4), 198–201. https://doi.org/10.7753/IJCATR0504.1004"
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