Publication Type
Journal Article
Version
acceptedVersion
Publication Date
7-2023
Abstract
Commit messages contain diverse and valuable types of knowledge in all aspects of software maintenance and evolution. Links are an example of such knowledge. Previous work on “9.6 million links in source code comments” showed that links are prone to decay, become outdated, and lack bidirectional traceability. We conducted a large-scale study of 18,201,165 links from commits in 23,110 GitHub repositories to investigate whether they suffer the same fate. Results show that referencing external resources is prevalent and that the most frequent domains other than github.com are the external domains of Stack Overflow and Google Code. Similarly, links serve as source code context to commit messages, with inaccessible links being frequent. Although repeatedly referencing links is rare (4%), 14% of links that are prone to evolve become unavailable over time; e.g., tutorials or articles and software homepages become unavailable over time. Furthermore, we find that 70% of the distinct links suffer from decay; the domains that occur the most frequently are related to Subversion repositories. We summarize that links in commits share the same fate as links in code, opening up avenues for future work.
Keywords
Commit messages, Software documentation, Link sharing, Link decay
Discipline
Software Engineering
Research Areas
Software and Cyber-Physical Systems
Publication
Empirical Software Engineering
Volume
28
Issue
4
First Page
1
Last Page
29
ISSN
1382-3256
Identifier
10.1007/s10664-023-10325-8
Publisher
Springer
Citation
XIAO, Tao; BALTES, Sebastian; HATA, Hideaki; TREUDE, Christoph; KULA, Raula; ISHIO, Takashi; and MATSUMOTO, Kenichi.
18 million links in commit messages: purpose, evolution, and decay. (2023). Empirical Software Engineering. 28, (4), 1-29.
Available at: https://ink.library.smu.edu.sg/sis_research/8781
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1007/s10664-023-10325-8