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P2 The Future of Software Transparency: Bridging Understanding, Measurement, and Practice

软件透明度的未来:连接理解、度量与实践
ASE 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE)2025匹配度 1/10 · 该论文关注软件透明度的定义与量化框架,属于软件工程/开发者工具中的概念与调查研究,与用户画像核心的静态分析、LLM/Agent、浮点程序分析、贝叶斯程序分析等方向基本无关。引用 0 inbox
Gregorio Dalia, Annibale Panichella, Andrea Di Sorbo, Gerardo Canfora, Corrado A. Visaggio
crossref: 2026-09-12

AI 速览

一句话:通过学术与工业调研,厘清软件透明度的定义现状,并提出可量化框架的愿景。

软件透明度的研究虽在软件工程中根深蒂固,但社区仍缺乏共享定义,真实开发环境中的实践应用也尚不明确。本文深入分析学术与工业图景,综述当前关于软件透明度的知识现状,为开发者和研究者勾勒出深化理解的路径。作者指出,软件透明度的挑战不仅在于形成正式且被广泛接受的定义,还在于如何在生产环境中度量和量化它。为此,他们面向学术界与开发者开展问卷调查,评估一种创新性的透明度定义方法,并展望一个用于量化透明度的新框架。文章旨在连接理解、度量与实践,推动软件透明度从概念走向可操作。

问题
软件透明度缺乏共享定义,且在生产环境中的度量与量化尚未解决。
方法
通过分析学术与工业现状,并对学术界和开发者进行问卷调查,评估一种新的透明度定义方法。
评估
基于问卷与景观分析给出知识综述,并提出量化透明度的框架愿景;该框架尚属愿景,未进行系统实证评估。
原文摘要(Abstract)

Although the study of software transparency has deep roots in software engineering, a shared definition and practical application in real-world development contexts remain elusive. Through an in-depth analysis of the academic and industrial landscape, this article provides an overview of the current state of knowledge on software transparency, outlining a path to a deeper understanding of the subject for both developers and researchers. The challenge of software transparency involves not only establishing a formal, widely accepted understanding within the community, but also measuring and quantifying it in production environments. To this end, we survey academics and developers to evaluate an innovative approach to defining transparency and present a vision of a new framework for its quantification.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot9526,
  title = {The Future of Software Transparency: Bridging Understanding, Measurement, and Practice},
  author = {Gregorio Dalia and Annibale Panichella and Andrea Di Sorbo and Gerardo Canfora and Corrado A. Visaggio},
  booktitle = {ASE},
  year = {2025},
  doi = {10.1109/ase63991.2025.00325}
}