Grouping environmental factors influencing individual decision-making behavior in software projects: A cluster analysis
文献类型：期刊论文
| 作者 | Jia, Jingdong1; Mo, Hanlin2; Capretz, Luiz Fernando3; Chen, Zupeng1 |
| 刊名 | JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS
 |
| 出版日期 | 2018 |
| 卷号 | 30期号:1页码:15 |
| 关键词 | cluster analysis decision-making behavior environmental factor semantic similarity WordNet |
| ISSN号 | 2047-7473 |
| DOI | 10.1002/smr.1913 |
| 英文摘要 | An individual's decision-making behavior is heavily influenced by and adapted to external environmental factors. Given that software development is a human-centered activity, individual decision-making behavior may affect the software project quality. Although environmental factors affecting decision-making behavior in software projects have been identified in prior literature, there is not yet an objective and a full taxonomy of these factors. Thus, it is not trivial to manage these complex and diverse factors. To address this deficiency, we first design a semantic similarity algorithm between words by utilizing the synonymy and hypernymy relationships in WordNet. Further, we propose a method to measure semantic similarity between phrases and apply it into k-means clustering algorithm to group these factors. Subsequently, we obtain a taxonomy of the environmental factors affecting individual decision-making behavior in software projects, which includes 11 broad categories, each containing 2 to 5 sub-categories. The taxonomy presented herein is obtained by an objective method, and quite comprehensive, with appropriate references provided. The taxonomy holds significant value for researchers and practitioners; it can help them to better understand the major aspects of environmental factors, also to predict and guide the behavior of individuals during decision making towards a successful completion of software projects. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000419982100004 |
| 出版者 | WILEY |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/6252]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Jia, Jingdong |
| 作者单位 | 1.Beihang Univ, Sch Software, Beijing 100191, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 3.Western Univ, Dept Elect & Comp Engn, London, ON, Canada |
| 推荐引用方式 GB/T 7714 | Jia, Jingdong,Mo, Hanlin,Capretz, Luiz Fernando,et al. Grouping environmental factors influencing individual decision-making behavior in software projects: A cluster analysis[J]. JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS,2018,30(1):15. |
| APA | Jia, Jingdong,Mo, Hanlin,Capretz, Luiz Fernando,&Chen, Zupeng.(2018).Grouping environmental factors influencing individual decision-making behavior in software projects: A cluster analysis.JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS,30(1),15. |
| MLA | Jia, Jingdong,et al."Grouping environmental factors influencing individual decision-making behavior in software projects: A cluster analysis".JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS 30.1(2018):15. |
入库方式： OAI收割
来源：计算技术研究所
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