| Paper Abstract and Keywords |
| Presentation |
2026-03-02 10:45
An Algorithm for Identifying Bug-Introducing Commits Using AST-based Difference Analysis Shogo Ukai (Ryukoku Univ), Tetsuo Yamamoto (Ryukoku Univ.) SS2025-32 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The SZZ algorithm used for identifying bug-introducing commits is prone to misidentifying structural changes, such as refactoring, as bug-inducing. This study proposes an improved method that employs AST-based difference analysis to exclude code moves and renames as noise. Evaluation using five open-source projects confirmed that the proposed method achieves higher precision than conventional methods and significantly reduces false positives. Although a slight decrease in recall was observed, the approach demonstrates a substantial reduction in the investigation cost required to pinpoint bug-introducing commits from a vast number of candidates. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
SZZ algorithm / Abtract Syntax Tree / bug-introducing commit / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 376, SS2025-32, pp. 13-18, March 2026. |
| Paper # |
SS2025-32 |
| Date of Issue |
2026-02-23 (SS) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
SS2025-32 |
| Conference Information |
| Committee |
SS |
| Conference Date |
2026-03-02 - 2026-03-04 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tsushimashi Koryu Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
SS |
| Conference Code |
2026-03-SS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Algorithm for Identifying Bug-Introducing Commits Using AST-based Difference Analysis |
| Sub Title (in English) |
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| Keyword(1) |
SZZ algorithm |
| Keyword(2) |
Abtract Syntax Tree |
| Keyword(3) |
bug-introducing commit |
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| 1st Author's Name |
Shogo Ukai |
| 1st Author's Affiliation |
Ryukoku University (Ryukoku Univ) |
| 2nd Author's Name |
Tetsuo Yamamoto |
| 2nd Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-03-02 10:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
SS |
| Paper # |
SS2025-32 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.376 |
| Page |
pp.13-18 |
| #Pages |
6 |
| Date of Issue |
2026-02-23 (SS) |