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P2 A Journey Towards Providing Intelligence and Actionable Insights to Development Teams in Software Delivery

在软件交付中为开发团队提供智能与可操作洞察的旅程
ASE 2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE)2019匹配度 2/10 · 论文关注软件交付团队的项目健康度、开发指标与开发者智能增强,属于软件工程/开发者工具方向;但未涉及静态分析、形式化验证、浮点程序分析、贝叶斯程序分析,也未聚焦 LLM/Agent 程序或 LLM 改进程序分析,与用户核心研究方向关联很弱。引用 8 inbox
Vibhu Saujanya Sharma, Rohit Mehra, Sanjay Podder, Adam P. Burden
crossref: 2026-09-12

AI 速览

一句话:总结为软件交付团队提供项目健康洞察与开发者智能增强的探索历程。

软件交付团队若要在预算内按时交付高质量制品,需要获得项目当前健康度和未来趋势的整体且过程内视图。然而,信息来自异构项目环境与分散团队,且必须具有合适粒度并支持开发者手头任务,因此信息检索、洞察生成和开发者智能增强十分复杂。本文分享了作者在这一方向上的探索历程,涵盖软件项目建模与新开发度量、开发者优先级研究、新度量的采纳以及多种开发者智能增强方法,并最后探讨了面向人本软件工程的沉浸式技术。

问题
如何从异构、分散的软件交付环境中提取合适粒度的项目健康与趋势信息,并将其转化为支持开发团队任务的可操作洞察。
方法
作者以经验性与探索性旅程的形式,围绕软件项目建模、新开发度量、开发者优先级、度量采纳与开发者智能增强方法展开实践与讨论,并探索沉浸式技术。
评估
摘要未报告定量评估或对照实验,主要是对上述探索方向的经验总结与展望。
原文摘要(Abstract)

For delivering high-quality artifacts within the budget and on schedule, software delivery teams ideally should have a holistic and in-process view of the current health and future trajectory of the project. However, such insights need to be at the right level of granularity and need to be derived typically from a heterogeneous project environment, in a way that helps development team members with their tasks at hand. Due to client mandates, software delivery project environments employ many disparate tools and teams tend to be distributed, thus making the relevant information retrieval, insight generation, and developer intelligence augmentation process fairly complex. In this paper, we discuss our journey in this area spanning across facets like software project modelling and new development metrics, studying developer priorities, adoption of new metrics, and different approaches of developer intelligence augmentation. Finally, we present our exploration of new immersive technologies for human-centered software engineering.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot5319,
  title = {A Journey Towards Providing Intelligence and Actionable Insights to Development Teams in Software Delivery},
  author = {Vibhu Saujanya Sharma and Rohit Mehra and Sanjay Podder and Adam P. Burden},
  booktitle = {ASE},
  year = {2019},
  doi = {10.1109/ase.2019.00142}
}