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P2 Constructive Master's Thesis Work in Industry: Guidelines for Applying Design Science Research

工业界中的建构性硕士论文工作:应用设计科学研究的指南
ICSE 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET)2021匹配度 0/10 · 论文属于软件工程教育/研究方法论,关注设计科学硕士论文在工业界的实践指南,与PL/AI静态分析、LLM/Agent改进静态分析、浮点程序分析及贝叶斯程序分析均无直接关系。引用 2 inbox
Eric Knauss
crossref: 2026-09-12

AI 速览

一句话:基于12篇设计科学硕士论文,总结在工业界开展建构性硕士论文的常见陷阱与实践建议。

本文针对软件工程硕士论文与工业界合作时学术严谨性与实践价值难以兼顾的问题,探讨如何在硕士论文周期内应用设计科学研究(DSR)。作者以DSR自身为方法,分析过去七年12篇设计科学硕士论文,综合学生-导师互动、导师-企业互动、答辩反馈及基于论文的发表评审意见,提炼常见陷阱与良好实践。结果为学生、导师和答辩人提供具体建议,包括如何界定研究问题、组织报告,以及如何与从业者规划并开展设计科学研究,以在有限时间内平衡知识贡献与设计产出。

问题
在工业界合作中开展硕士论文时,如何平衡学术界与产业界利益相关者的诉求,并在有限时间内同时保证实证研究的学术质量和实践价值。
方法
论文本身采用设计科学研究(DSR),基于过去七年12篇设计科学硕士论文,分析论文、师生互动、导师与企业互动、答辩反馈及发表评审意见,提炼常见陷阱与良好实践。
评估
通过多来源质性分析(12篇论文及相关互动与评审材料)总结实践经验,并以指南形式给出可操作建议。
原文摘要(Abstract)

Context: Software engineering researchers and practitioners rely on empirical evidence from the field. Thus, education of software engineers must include strong and applied education in empirical research methods. For most students, the master's thesis is the last, but also most applied form of this education in their studies. Problem: Especially thesis work in collaboration with industry requires that concerns of stakeholders from academia and practice are carefully balanced. It is possible, yet difficult to do high-impact empirical work within the timeframe of a typical thesis. In particular, if this research aims to provide practical value to industry, academic quality can suffer. Even though constructive research methods such as Design Science Research (DSR) exist, thesis projects repeatably struggle to apply them. Principle solution idea: DSR enables balancing such concerns by providing room both for knowledge questions and design work. Yet, only limited experience exists in our field on how to make this research method work within the context of a master's thesis. To enable running design science master's theses in collaboration with industry, this paper complements existing method descriptions and guidelines. It offers experience and pragmatic advice to students, examiners, and supervisors in academia and industry. Method: This paper itself is based on DSR. Based on 12 design science theses over the last seven years, common pitfalls and good practices are collected from analysing the theses, the student-supervisor interaction, the supervisor-industry interaction, the examiner feedback, and, where available, reviewer comments on publications that are based on such theses. Results: This paper provides concrete advise for framing research questions, structuring a report, as well as for planning and conducting design science research with practitioners.

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BibTeX
@inproceedings{paperbot6285,
  title = {Constructive Master's Thesis Work in Industry: Guidelines for Applying Design Science Research},
  author = {Eric Knauss},
  booktitle = {ICSE},
  year = {2021},
  doi = {10.1109/icse-seet52601.2021.00021}
}