Artifacts of the ADS Bug-Fix Pattern Study

Fuente: Zenodo
Saved in:
Bibliographic Details
Main Authors: Chen, Yuntianyi, Huai, Yuqi, He, Yirui, Li, Shilong, Hong, Changnam, Chen, Qi, Garcia, Joshua
Format: Recurso digital
Published: Zenodo 2025
Online Access:
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1866901482923622400
author Chen, Yuntianyi
Huai, Yuqi
He, Yirui
Li, Shilong
Hong, Changnam
Chen, Qi
Garcia, Joshua
author_facet Chen, Yuntianyi
Huai, Yuqi
He, Yirui
Li, Shilong
Hong, Changnam
Chen, Qi
Garcia, Joshua
contents <p>This is the first bug-fix pattern study in the ADS domain. Our proposed hierarchical classification of ADS bug-fix pattern study includes 15 syntactic and 27 semantic bug-fix patterns, as well as root causes, symptoms, modules, sub-modules, related algorithms, and detailed bug-fix actions. This taxonomy is instrumental for developers, testers, and researchers in developing automated bug detection and repair tools for ADS.</p> <ul> <li><code>data/bfp_label</code> contains the labeled data of pull requests from Apollo and Autoware GitHub repositories in two formats.</li> <li><code>data/bug-fix file-change dataset</code> contains the bug-fix code changes of pull requests.</li> <li><code>figs</code> contains the output figures generated by data analysis and data visualization.</li> </ul>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_14776291
institution Zenodo
language
publishDate 2025
publisher Zenodo
record_format zenodo
spellingShingle Artifacts of the ADS Bug-Fix Pattern Study
Chen, Yuntianyi
Huai, Yuqi
He, Yirui
Li, Shilong
Hong, Changnam
Chen, Qi
Garcia, Joshua
<p>This is the first bug-fix pattern study in the ADS domain. Our proposed hierarchical classification of ADS bug-fix pattern study includes 15 syntactic and 27 semantic bug-fix patterns, as well as root causes, symptoms, modules, sub-modules, related algorithms, and detailed bug-fix actions. This taxonomy is instrumental for developers, testers, and researchers in developing automated bug detection and repair tools for ADS.</p> <ul> <li><code>data/bfp_label</code> contains the labeled data of pull requests from Apollo and Autoware GitHub repositories in two formats.</li> <li><code>data/bug-fix file-change dataset</code> contains the bug-fix code changes of pull requests.</li> <li><code>figs</code> contains the output figures generated by data analysis and data visualization.</li> </ul>
title Artifacts of the ADS Bug-Fix Pattern Study
url https://doi.org/10.5281/zenodo.14776291