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P2 Sustainability forecasting for Apache incubator projects

Apache 孵化器项目的可持续性预测
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 · 该论文研究开源项目(Apache 孵化器项目)的可持续性预测与社会技术结构动态,属于软件工程中的实证与社区分析,与用户关注的 PL/AI 静态分析、Agentic 程序、浮点程序分析、贝叶斯程序分析及 LLM 与静态分析交叉均无直接关联。引用 31 inbox
Likang Yin, Zhuangzhi Chen, Qi Xuan, Vladimir Filkov
crossref: 2026-09-12

AI 速览

一句话:提出以自维持、自治理社区为视角,并结合项目内部社会技术结构动态来预测 OSS 项目(Apache 孵化器项目)可持续性的思路。

开源软件开发虽然流行,但最终有超过 80% 的项目失败。若能识别与 OSS 成功相关的因素,就有可能在项目走向衰退时设计干预措施。已有研究从多个角度考察 OSS 成功,近期工作通过对大量多样化项目做实证研究,采用可持续性的代理指标:既有与生产力相关的内部指标,也有与社区受欢迎程度相关的外部指标。研究还表明,项目内部的社会技术结构,尤其是其动态变化,同样十分重要。本文由此提出评估软件成功的另一个角度——把项目视为自维持与自治理的社区,并针对 Apache 孵化器项目开展可持续性预测。

问题
超过 80% 的 OSS 项目最终失败,需要识别与 OSS 成功相关的因素并预测可持续性,以便在项目走向衰退时及时干预;既有评估多依赖生产力、社区热度等代理指标。
方法
从自维持、自治理社区的视角出发,结合项目内部社会技术结构及其动态变化,针对 Apache 孵化器项目构建可持续性预测。
评估
摘要未给出具体评估细节;从标题与摘要可知,研究以 Apache 孵化器项目为对象进行可持续性预测分析。
原文摘要(Abstract)

Although OSS development is very popular, ultimately more than 80% of OSS projects fail. Identifying the factors associated with OSS success can help in devising interventions when a project takes a downturn. OSS success has been studied from a variety of angles, more recently in empirical studies of large numbers of diverse projects, using proxies for sustainability, e.g., internal metrics related to productivity and external ones, related to community popularity. The internal socio-technical structure of projects has also been shown important, especially their dynamics. This points to another angle on evaluating software success, from the perspective of self-sustaining and self-governing communities.

链接与引用

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BibTeX
@inproceedings{paperbot6356,
  title = {Sustainability forecasting for Apache incubator projects},
  author = {Likang Yin and Zhuangzhi Chen and Qi Xuan and Vladimir Filkov},
  booktitle = {FSE},
  year = {2021},
  doi = {10.1145/3468264.3468563}
}