Automated support for combinational creativity in requirements engineering

Tanmay Bhowmik, Nan Niu, Anas Mahmoud, J. Savolainen
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引用次数: 42

Abstract

Requirements engineering (RE), framed as a creative problem solving process, plays a key role in innovating more useful and novel requirements and improving a software system's sustainability. Existing approaches, such as creativity workshops and feature mining from web services, facilitate creativity by exploring a search space of partial and complete possibilities of requirements. To further advance the literature, we support creativity from a combinational perspective, i.e., making unfamiliar connections between familiar possibilities of requirements. In particular, we propose a novel framework that extracts familiar ideas from the requirements and stakeholders' comments using topic modeling and applies part-of-speech tagging to obtain unfamiliar idea combinations. We apply our framework on two large open source software systems and further report a human subject evaluation. The results show that our framework complements existing approaches by generating original and relevant requirements in an automated manner.
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在需求工程中对组合创造力的自动化支持
需求工程(RE),作为一个创造性的问题解决过程,在创新更有用和新颖的需求以及改进软件系统的可持续性方面起着关键作用。现有的方法,如创意研讨会和来自web服务的特征挖掘,通过探索需求的部分和完全可能性的搜索空间来促进创意。为了进一步推进文献,我们从组合的角度支持创造力,即在熟悉的需求可能性之间建立不熟悉的联系。特别是,我们提出了一个新的框架,该框架使用主题建模从需求和利益相关者的评论中提取熟悉的想法,并使用词性标记来获得不熟悉的想法组合。我们将我们的框架应用于两个大型开源软件系统,并进一步报告了人类主体的评估。结果表明,我们的框架通过以自动化的方式生成原始的和相关的需求来补充现有的方法。
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