English

How are identifiers named in open source software? About popularity and consistency

Software Engineering 2014-06-03 v2 Programming Languages

Abstract

With the rapid increasing of software project size and maintenance cost, adherence to coding standards especially by managing identifier naming, is attracting a pressing concern from both computer science educators and software managers. Software developers mainly use identifier names to represent the knowledge recorded in source code. However, the popularity and adoption consistency of identifier naming conventions have not been revealed yet in this field. Taking forty-eight popular open source projects written in three top-ranking programming languages Java, C and C++ as examples, an identifier extraction tool based on regular expression matching is developed. In the subsequent investigation, some interesting findings are obtained. For the identifier naming popularity, it is found that Camel and Pascal naming conventions are leading the road while Hungarian notation is vanishing. For the identifier naming consistency, we have found that the projects written in Java have a much better performance than those written in C and C++. Finally, academia and software industry are urged to adopt the most popular naming conventions consistently in their practices so as to lead the identifier naming to a standard, unified and high-quality road.

Keywords

Cite

@article{arxiv.1401.5300,
  title  = {How are identifiers named in open source software? About popularity and consistency},
  author = {Yanqing Wang and Chong Wang and Xiaojie Li and Sijing Yun and Minjing Song},
  journal= {arXiv preprint arXiv:1401.5300},
  year   = {2014}
}

Comments

10 pages, 3 figures, 5 tables

R2 v1 2026-06-22T02:51:06.115Z