Using AI to Test Through the Graphical User Interface (GUI) CT-AI Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   In the context of GUI testing, what is a primary purpose of using AI techniques?

   • ATo automatically fix any defects found in the GUI code without human intervention.
   • BTo guarantee that all GUI defects are detected before release.
   • CTo replace the need for any test environment setup or configuration.
   • DTo enhance the efficiency and effectiveness of testing by automating test generation, execution, and analysis of GUI behavior.
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2. 2application · medium

   A team is using an AI-based GUI testing tool on a single-page application (SPA) where the DOM is constantly updated by JavaScript. The tool sometimes identifies the wrong element because the DOM changes between when the element is located and when the interaction occurs. What is the best way to mitigate this issue?

   • AUse only the element's ID to locate it, as IDs are unique.
   • BTake a screenshot of the element and use image recognition to interact with it.
   • CIncrease the test execution speed to reduce the chance of DOM changes.
   • DUse a combination of visual recognition and DOM attributes to identify elements, and re-verify the element before interacting.
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4. 3foundation · easy

   Which AI approach is commonly used to handle complex or dynamic GUI layouts during testing?

   • ARequiring the GUI to be static before testing begins.
   • BTraining a model to recognize elements based on their visual features, making it resilient to layout changes.
   • CUsing a fixed set of coordinates for each GUI element.
   • DUsing a database of all possible GUI states and matching them exactly.
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5. 4expert · hard

   A team is using an AI-based GUI testing tool that generates test cases from user behavior. The tool has a high rate of false positives, flagging legitimate UI changes as defects. The team is spending too much time investigating these false alarms. What is the best way to reduce false positives while maintaining test coverage?

   • ADisable the AI-based oracle and rely on manual verification.
   • BIncrease the number of test cases generated to get more data.
   • CAdjust the AI model's sensitivity threshold to reduce the number of anomalies it reports.
   • DUse a different AI tool that does not generate as many test cases.
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6. 5application · medium

   A team wants to use AI to generate GUI test cases that cover a wide range of user interactions. They have a large dataset of user sessions. What is the most effective way to use this data for test generation?

   • ARandomly select user sessions and replay them as test cases.
   • BTrain a model to predict which user actions are most likely to lead to errors, and generate tests that focus on those actions.
   • CUse the sessions to create a script that clicks every button on the page in a random order.
   • DManually review the user sessions and write test cases for the most common paths.
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