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OPTIMIZED TEST CASE SELECTION FOR QUALITY ASSURANCE TESTING OF VIDEO GAMES
OPTIMIZED TEST CASE SELECTION FOR QUALITY ASSURANCE TESTING OF VIDEO GAMES
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机译:用于视频游戏质量保证测试的优化测试用例选择
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摘要
A test case selection system and method uses a test selection model to select test cases from a library of test cases to be used for quality assurance (QA) testing of a software application to maximize the chances of finding bugs from executing the selected test cases. The test case selection model may be a machine learning based regression model trained using outcomes of previous QA testing. In some case, the test case selection system may provide periodic and/or continuous refinement of the test case selection model from one QA testing run to the next. The model refinements may include updating weights associated with the test case selection model in the form of a regression model. Additionally, the test case selection system may provide performance analytics between a test case selection model-based selection of test cases and random selection of test cases.
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