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P2 IdeoRate: Towards a Semi-automated Assessment Methodology for OSS Ideologies

IdeoRate：面向开源软件意识形态的半自动化评估方法
ASE Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering2024匹配度 1/10 · 该论文关注开源项目中的意识形态识别与半自动化评估，属于软件工程中的社会/组织维度研究，与用户画像中的 PL→AI、AI→PL、浮点程序分析、贝叶斯程序分析等核心方向几乎没有交集。引用 0 inbox
Yang Yue, Yi Wang, David Redmiles
编程环境与开发者工具
crossref: 2026-09-12dblp: 2026-09-12

AI 速览

一句话：提出 IdeoRate 半自动化评估方法，用于识别和评估开源项目中的意识形态，辅助利益相关者决策。

开源软件开发像社会运动一样由其意识形态驱动，理解并评估这些意识形态对把握开源动态与结果至关重要。论文面向开源项目中的意识形态评估问题，提出名为 IdeoRate 的半自动化评估方法论。该方法旨在帮助项目所有者与维护者识别此前被忽略的重要意识形态要素，并据此改进开源开发；同时使关注开源发展的机构与个人利益相关者能在与开源项目互动时作出更明智的决策。摘要主要阐述动机与潜在收益，未给出具体技术实现、数据来源或实证评估结果。

问题
开源开发受意识形态驱动，但项目中的意识形态要素往往未被系统识别和评估，影响相关方的判断与互动。
方法
提出 IdeoRate 半自动化评估方法论，用于评估开源项目中的意识形态，以支持项目维护与利益相关者决策。
评估
摘要未报告具体评估方式或实验结果，仅说明该评估可带来的潜在收益。
原文摘要（Abstract）

Open source software (OSS) development, as any social movement, is driven by its ideologies, namely OSS ideologies [6] . Understanding OSS ideologies could provide significant insights into open source development, since OSS ideologies determine and influence the dynamics and outcomes of open source development [1] , [2] . Assessing OSS ideologies within open source projects could bring various benefits to OSS practitioners, e.g., the owners and the maintainers of open source projects could identify important ideological elements that were previously ignored, and could improve open source development accordingly. Therefore, with such an assessment of OSS ideologies, institutional and individual stakeholders who are interested in open source development could make informed decisions when interacting with open source projects.

链接与引用

DOI 原文 · PDF（开放获取） · DBLP

BibTeX 
@inproceedings{00030R24,
  title = {IdeoRate: Towards a Semi-automated Assessment Methodology for OSS Ideologies},
  author = {Yang Yue and Yi Wang and David Redmiles},
  booktitle = {ASE},
  year = {2024},
  doi = {10.1145/3691620.3695343}
}