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P2 How to not get rich

如何不致富
ICSE Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering2020匹配度 1/10 · 该论文研究开源项目捐赠现象及其对项目活跃度的影响,属于经验软件工程/开源生态方向,与用户的 PL↔AI、静态分析、浮点程序分析、贝叶斯程序分析及 LLM/Agent 交叉等核心研究方向基本无关。引用 36 inbox
Cassandra Overney, Jens Meinicke, Christian Kästner, Bogdan Vasilescu
crossref: 2026-09-12

AI 速览

一句话:通过混合方法研究开源项目捐赠,发现捐赠请求常见但无证据表明捐赠提升项目活跃度。

开源项目作为关键基础设施,资金与可持续性面临挑战。本文研究开源捐赠这一新兴现象:量化GitHub上请求捐赠的项目数量,统计建模请求与获得捐赠的项目特征,分析资金需求与用途,并评估捐赠是否达到预期效果。结果发现25,885个项目请求捐赠,多用于支持工程活动;但没有明确证据表明捐赠影响项目活跃度,且捐赠用途多样,由此提出关于有效资助的新研究问题。

问题
开源生态的资金可持续性困难,而开源捐赠这一现象尚缺乏系统研究。
方法
采用混合方法研究,量化GitHub上请求捐赠的项目,统计建模请求与获得捐赠的项目特征,分析资金需求与用途,并评估捐赠效果。
评估
基于GitHub数据发现25,885个项目请求捐赠,但无明确证据表明捐赠影响项目活跃度,捐赠用途多样。
原文摘要(Abstract)

Open source is ubiquitous and many projects act as critical infrastructure, yet funding and sustaining the whole ecosystem is challenging. While there are many different funding models for open source and concerted efforts through foundations, donation platforms like PayPal, Patreon, and OpenCollective are popular and low-bar platforms to raise funds for open-source development. With a mixed-method study, we investigate the emerging and largely unexplored phenomenon of donations in open source. Specifically, we quantify how commonly open-source projects ask for donations, statistically model characteristics of projects that ask for and receive donations, analyze for what the requested funds are needed and used, and assess whether the received donations achieve the intended outcomes. We find 25,885 projects asking for donations on GitHub, often to support engineering activities; however, we also find no clear evidence that donations influence the activity level of a project. In fact, we find that donations are used in a multitude of ways, raising new research questions about effective funding.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot5596,
  title = {How to not get rich},
  author = {Cassandra Overney and Jens Meinicke and Christian Kästner and Bogdan Vasilescu},
  booktitle = {ICSE},
  year = {2020},
  doi = {10.1145/3377811.3380410}
}