gambit – An Open Source Name Disambiguation Tool for Version Control Systems
연구 분야: Software Development
학회: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR)
초록
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose gambit, a rule-based disambiguation tool that only relies on name and email information. We evaluate its performance against two commonly used algorithms with similar characteristics on manually disambiguated ground-truth data from the Gnome GTK project. Our results show that gambit significantly outperforms both algorithms, achieving an F1 score of 0.985.
📄 논문 정보
| 발행 연도 | 2021년 |
|---|---|
| 인용수 | 8 |
| 출판 국가 | Ethiopia |
| 사이트 | IEEE |
| 좋아요 수 | 0 |