移动设备机器人测试的系统映射研究

Lucas Maciel, Alice Oliveira, Riei Rodrigues, Williams Santiago, A. Silva, Gustavo Carvalho, Breno Miranda
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引用次数: 1

摘要

上下文:测试自动化通常被视为克服测试移动设备挑战的可能解决方案。然而,大多数用于移动测试的自动化技术是侵入性的,有时是不现实的。应对侵入性和不现实测试的一个可能解决方案是使用机器人。尽管人们对机器人技术和软件测试之间的交叉越来越感兴趣,但是采用机器人来支持测试活动的动机、有用性和投资回报还不清楚。目的:我们的目标是调查关于使用机器人技术支持移动测试的文献,重点关注动机,自动化测试的类型,以及报告的有效性/效率。方法:对移动设备机器人测试(以下简称机器人移动测试)进行系统的测绘研究。我们检索了自2000年以来发表的主要研究,查询了5个数字图书馆,并进行了向后和向前滚雪球循环。结果:我们从一组1353篇论文开始,在应用我们的研究方案后,我们选择了最后一组20篇主要研究。我们对所选研究报告的动机、自动化测试类型和有效性/效率提供了定量分析和定性评估。结论:根据所选的研究,允许更真实的交互是采用机器人移动测试的主要动机之一。在机器人的支持下自动化的测试通常是针对压力、接口和性能测试的系统级测试。需要更多的经验证据来支持所声称的好处。大多数被调查的工作没有比较提出的基于机器人的方法与传统自动化技术的有效性和效率。我们讨论了我们的发现对研究人员和从业者的影响,并概述了研究议程。
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A Systematic Mapping Study on Robotic Testing of Mobile Devices
Context: Test automation is often seen as a possible solution to overcome the challenges of testing mobile devices. However, most of the automation techniques adopted for mobile testing are intrusive and, sometimes, unrealistic. One possible solution for coping with intrusive and unrealistic testing is the use of robots. Despite the growing interest in the intersection between robotics and software testing, the motivations, the usefulness, and the return of investment of adopting robots for supporting testing activities are not clear. Objective: We aim at surveying the literature on the use of robotics for supporting mobile testing with a focus on the motivations, the types of tests that are automated, and the reported effectiveness/efficiency. Method: We conduct a systematic mapping study on robotic testing of mobile devices (hereafter, referred as robotic mobile testing). We searched primary studies published since 2000 by querying five digital libraries, and by performing backward and forward snowballing cycles. Results: We started with a set of 1353 papers and after applying our study protocol, we selected a final set of 20 primary studies. We provide both a quantitative analysis, and a qualitative evaluation of the motivations, types of tests automated and the effectiveness/efficiency reported by the selected studies. Conclusions: Based on the selected studies, allowing more realistic interactions is among the main motivations for adopting robotic mobile testing. The tests automated with the support of robots are usually system-level tests targeting stress, interface, and performance testing. More empirical evidence is needed for supporting the claimed benefits. Most of the surveyed work do not compare the effectiveness and efficiency of the proposed robotics-based approach against traditional automation techniques. We discuss the implications of our findings for researchers and practitioners, and outline a research agenda.
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