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通过npm维护者对软件生态系统相关的推特进行实证研究
Syful Islam1, Yusuf Sulistyo Nugroho2, Chy Md Shahrear3
1Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh.
PeerJ. Computer science
|January 23, 2024
概括
这项研究分析了npm维护者的推文,发现大多数讨论都集中在包管理上,特别是使用场景. 维护者对通知和社区主题表达了积极的情绪,但对包裹管理本身持中立的意见.
科学领域:
- 软件工程 软件工程 软件工程
- 社交计算社会计算
- 人与计算机的交互
背景情况:
- 在JavaScript开发中,npm生态系统至关重要.
- npm维护者对生态系统的方向有很大的影响.
- 社交媒体,如Twitter,被维护者用来进行沟通.
研究的目的:
- 分析npm维护人员在Twitter上的沟通模式.
- 了解npm维护者讨论的主题,性质和情绪.
- 了解npm维护人员对软件生态系统的看法.
主要方法:
- 对npm维护者的推文进行实证分析.
- 质量分析技术应用于推特数据集.
- 主题建模,自然识别和推特的情感分析.
主要成果:
- 大多数推文属于包管理,其次是通知和社区信息.
- 使用场景是包管理讨论中最常见的主题.
- 推特主要是信息性的,其次是问答格式.
- 积极的情绪与通知和社区讨论有关;中性的情绪与包裹管理有关.
结论:
- 在Twitter上,npm维护者主要讨论包管理,使用场景和社区互动.
- 在不同主题的情绪有所不同,对社区的积极感受和对核心包管理的中立观点.
- 结果为未来的npm生态系统开发和决策提供了宝贵的见解.
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