估算软件测试用例比较值的定量函数

IF 1.3 4区计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Database Management Pub Date : 2022-01-01 DOI:10.4018/jdm.299559

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引用次数: 0

摘要

软件测试对于确保软件正常运行变得越来越重要。随着投入到软件测试活动中的时间、精力和资金的显著增加，这些资源仍然不能满足不断增长的软件测试需求。管理人员必须有效地将测试资源分配给发现重要缺陷的测试用例。本研究构建了一个价值函数，可以量化测试用例的相对价值，从而在测试用例的优先级排序、解决软件测试中的资源约束问题方面发挥重要作用，并作为软件测试AI的基础。作者通过蒙特卡罗模拟来展示最终值函数的应用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Quantitative Function for Estimating the Comparative Values of Software Test Cases

Software testing is becoming more critical to ensure that software function properly. As the time, effort, and funds invested in software testing activities have been increased significantly, these resources still cannot meet the increasing demand of software testing. Managers must allocate testing resources to the test cases effectively in uncovering important defects. This study builds a value function that can quantify the relative value of a test case and thus play a significant role in prioritizing test cases, addressing the resource constraint issues in software testing, and serving as a foundation of AI for software testing. The authors conducted a Monte Carlo simulation to exhibit application of the final value function.

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来源期刊

Journal of Database Management 工程技术-计算机：软件工程

CiteScore

4.20

自引率

23.10%

发文量

期刊介绍： The Journal of Database Management (JDM) publishes original research on all aspects of database management, design science, systems analysis and design, and software engineering. The primary mission of JDM is to be instrumental in the improvement and development of theory and practice related to information technology, information systems, and management of knowledge resources. The journal is targeted at both academic researchers and practicing IT professionals.