| Presentation | 2021-01-26 An Implementation of Text-classification Based Fault-prone Module Detection and Its Application to Industrial Environment Osamu Mizuno, Osamu Mizuno, Kazuhiro Ishihara, Daisuke Yamashita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the software development, early detection of software defects(bugs) contributes to mitigate the development effort and improvethe quality of software. For this reason, much research has beendone in the prediction of software defects. We proposed an approachfor defect prediction using the Bayesian classification. In thisstudy, we implemented a software system of our approach that can beused in the actual software development. We have applied our tool in a part of the actual developmentproject. Based on the feedback from the developers, we confirmedthat our tool can be used in the development. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Defect prediction / Source code / Text classification / Field study |
| Paper # | MSS2020-32,SS2020-17 |
| Date of Issue | 2021-01-19 (MSS, SS) |
| Conference Information | |
| Committee | MSS / SS |
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| Conference Date | 2021/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shigemasa Takai(Osaka Univ.) / Takashi Kobayashi(Tokyo Inst. of Tech.) |
| Vice Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Kozo Okano(Shinshu Univ.) |
| Secretary | Atsuo Ozaki(Setsunan Univ.) / Kozo Okano(Hokkaido Univ.) |
| Assistant | Naoki Hayashi(Osaka Univ.) / Shinpei Ogata(Shinshu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Software Science |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Implementation of Text-classification Based Fault-prone Module Detection and Its Application to Industrial Environment |
| Sub Title (in English) | |
| Keyword(1) | Defect prediction |
| Keyword(2) | Source code |
| Keyword(3) | Text classification |
| Keyword(4) | Field study |
| 1st Author's Name | Osamu Mizuno |
| 1st Author's Affiliation | Kyoto Institute of Technology(Kyoto Inst. Tech.) |
| 2nd Author's Name | Osamu Mizuno |
| 2nd Author's Affiliation | Kyoto Institute of Technology(Kyoto Inst. Tech.) |
| 3rd Author's Name | Kazuhiro Ishihara |
| 3rd Author's Affiliation | Valtes Co., Ltd.(Valtes) |
| 4th Author's Name | Daisuke Yamashita |
| 4th Author's Affiliation | VALTES Mobile Technology CO.,LTD.(Valtes Mobile Tech.) |
| Date | 2021-01-26 |
| Paper # | MSS2020-32,SS2020-17 |
| Volume (vol) | vol.120 |
| Number (no) | MSS-342,SS-343 |
| Page | pp.pp.19-24(MSS), pp.19-24(SS), |
| #Pages | 6 |
| Date of Issue | 2021-01-19 (MSS, SS) |