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P2 How can manual testing processes be optimized? developer survey, optimization guidelines, and case studies

手工测试流程如何优化?开发者调研、优化指南与案例研究
FSE Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering2021匹配度 1/10 · 论文聚焦手工测试流程优化,属于软件测试经验研究与工业实践指南,与用户关注的静态分析、LLM/Agent、浮点程序分析、贝叶斯程序分析均无直接关联;虽含工业案例,但研究主题不匹配。引用 40 inbox
Roman Haas, Daniel Elsner, Elmar Juergens, Alexander Pretschner, Sven Apel
crossref: 2026-09-12

AI 速览

一句话:通过调研与工业案例,提出手工测试流程优化指南,证明可提升缺陷检出率、缩短反馈时间并降低测试创建成本。

手工测试繁琐、成本高且依赖大量人力,但在工业界仍被广泛使用。尽管优化需求迫切,现有研究多聚焦自动化测试,工业界手工测试的实践、流程及未挖掘的优化空间缺乏精确理解。为此,作者调研了来自16家公司的38位测试专业人员,刻画其手工测试流程并识别优化潜力,进而综合出指南,说明何时可将自动化测试中的优化技术用于手工测试。通过在两个工业软件项目上的案例研究,作者表明遵循这些指南可改善缺陷检出可能性、缩短测试反馈时间并减少测试创建工作量。该工作为手工测试流程优化提供了实证依据与可操作建议。

问题
工业界手工测试的实践与流程缺乏精确理解,其优化潜力未被充分挖掘,而研究大多集中于自动化测试的优化。
方法
对来自16家公司的38位测试专业人员进行调研,刻画其手工测试流程并识别优化空间,据此提炼将自动化测试优化技术迁移到手工测试的指南。
评估
在两个工业软件项目上开展案例研究,考察遵循指南后缺陷检出可能性、测试反馈时间与测试创建工作量的变化。
原文摘要(Abstract)

Manual software testing is tedious and costly as it involves significant human effort. Yet, it is still widely applied in industry and will be in the foreseeable future. Although there is arguably a great need for optimization of manual testing processes, research focuses mostly on optimization techniques for automated tests. Accordingly, there is no precise understanding of the practices and processes of manual testing in industry nor about pitfalls and optimization potential that is untapped. To shed light on this issue, we conducted a survey among 38 testing professionals from 16 companies, to investigate their manual testing processes and to identify potential for optimization. We synthesize guidelines when optimization techniques from automated testing can be implemented for manual testing. By means of case studies on two industrial software projects, we show that fault detection likelihood, test feedback time and test creation efforts can be improved when following our guidelines.

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BibTeX
@inproceedings{paperbot6400,
  title = {How can manual testing processes be optimized? developer survey, optimization guidelines, and case studies},
  author = {Roman Haas and Daniel Elsner and Elmar Juergens and Alexander Pretschner and Sven Apel},
  booktitle = {FSE},
  year = {2021},
  doi = {10.1145/3468264.3473922}
}