(日本語) [国際会議] Evaluation of Cross-Lingual Bug Localization: Two Industrial Cases

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小林研と株式会社日立製作所研究開発グループとの共同研究の成果が,コロンビアで開催されたソフトウェア保守・進化のトップ会議 The 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2023) Industry Track で発表されました.

著者:Shinpei Hayashi, Takashi Kobayashi, Tadahisa Kato:
題目: Evaluation of Cross-Lingual Bug Localization: Two Industrial Cases
掲載誌: Proc. 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2023), pp.495-499
DOI: 10.1109/ICSME58846.2023.00063 Preprint arXiv:2310.01803
概要:
This study reports the results of applying the cross-lingual bug localization approach proposed by Xia et al. to industrial software projects. To realize cross-lingual bug localization, we applied machine translation to non-English descriptions in the source code and bug reports, unifying them into English-based texts, to which an existing English-based bug localization technique was applied. In addition, a prototype tool based on BugLocator was implemented and applied to two Japanese industrial projects, which resulted in a slightly different performance from that of Xia et al.