一句话：提出 DRMiner，从 Jira 问题日志中抽取设计备选方案及其论证，以缓解设计理由文档缺失问题。
软件架构通常需要权衡多种质量属性并支持长期维护，但开发者在缺乏即时收益时往往不愿记录设计理由（即设计备选方案以及支持或拒绝决策的论证），导致设计文档缺失，并在人员更替后引发架构侵蚀。已有研究尝试从开源社区提取设计知识，却因在线讨论语义复杂且缺少设计理由抽取基准，未能同时抽取解决方案及其对应论证。本文提出 DRMiner，面向 Jira 问题日志提取潜在设计理由；摘要未给出具体技术实现与实验评估结果。
Software architectures are usually meticulously designed to address multiple quality concerns and support long-term maintenance. However, there may be a lack of motivation for developers to document design rationales (i.e., the design alternatives and the underlying arguments for making or rejecting decisions) when they will not gain immediate benefit, resulting in a lack of standard capture of these rationales. With the turnover of developers, the architecture inevitably becomes eroded. This issue has motivated a number of studies to extract design knowledge from open-source communities in recent years. Unfortunately, none of the existing research has successfully extracted solutions alone with their corresponding arguments due to challenges such as the intricate semantics of online discussions and the lack of benchmarks for design rationale extraction.
DOI 原文 ·
@inproceedings{paperbot8338,
title = {DRMiner: Extracting Latent Design Rationale from Jira Issue Logs},
author = {Jiuang Zhao and Zitian Yang and Li Zhang and Xiaoli Lian and Donghao Yang and Xin Tan},
booktitle = {ASE},
year = {2024},
doi = {10.1145/3691620.3695019}
}