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P2 Workgraph: personal focus vs. interruption for engineers at Meta

Workgraph:Meta 工程师的个人专注与中断
FSE Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering2022匹配度 1/10 · 该论文研究工程师专注时间与工作中断的度量平台,属于开发者工具/人机交互与工程效率方向,不涉及静态分析、Agentic 程序、LLM、浮点程序分析或贝叶斯程序分析,与研究画像核心问题几乎无关。引用 3 inbox
Yifen Chen, Peter C. Rigby, Yulin Chen, Kun Jiang, Nader Dehghani, Qianying Huang, Peter Cottle, Clayton Andrews, Noah Lee, Nachiappan Nagappan
crossref: 2026-09-12

AI 速览

一句话:提出 Workgraph 平台,通过匿名日志划分工程师专注会话,以刻画和减少不必要的中断。

工程师常因中断而损失编写复杂代码所需的深度专注时间。该工作旨在减少 Meta 内部不必要的中断,首先介绍 Workgraph 平台,用于记录工程师使用内部工作工具的行为。基于这些匿名日志,作者构建“会话”(session),并将会话定义为与中断相对的概念,即工程师从开始专注到被工作聊天消息等打断之间所持续的时间。摘要未报告具体评估结果或减少中断的效果,贡献集中在数据平台与专注/中断度量方式的设计。

问题
如何量化并减少 Meta 工程师因工作聊天等打断而损失的深度专注时间。
方法
搭建 Workgraph 平台记录内部工具使用日志,并用匿名日志将会话建模为两次中断之间的专注时长。
评估
摘要未给出具体实验或部署效果评估,仅介绍平台与基于匿名日志的会话定义。
原文摘要(Abstract)

All engineers dislike interruptions because it takes away from the deep focus time needed to write complex code. Our goal is to reduce unnecessary interruptions at . We first describe our Workgraph platform that logs how engineers use our internal work tools at . Using these anonymized logs, we create sessions. sessions are defined in opposition to interruption and are the amount of time until the engineer is interrupted by, for example, a work chat message.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot7100,
  title = {Workgraph: personal focus vs. interruption for engineers at Meta},
  author = {Yifen Chen and Peter C. Rigby and Yulin Chen and Kun Jiang and Nader Dehghani and Qianying Huang and Peter Cottle and Clayton Andrews and Noah Lee and Nachiappan Nagappan},
  booktitle = {FSE},
  year = {2022},
  doi = {10.1145/3540250.3558961}
}