| Presentation | 2021-03-03 Analysis of the Impact of Automatically Generated Test Cases on the Results of Automatic Bug Repair Yuga Matsuda, Kyosuke Yamate, Yasutaka Kamei, Naoyasu Ubayashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to reduce debugging costs in software development, there has been a lot of research on automatic program repair. Test suite based automatic program repair, which has been widely studied, depends on the quality of test cases, but it costs a lot of money to create good quality test cases. Recently, in order to reduce the cost of the testing process, research on automatic test case generation has been conducted. We thought that we could reduce the cost of test case creation by using automatically generated test cases for automatic program repair. In this study, we investigated the effect of automatically generated test cases on the results of automatic program repair, based on the success rate of patch generation. As a result of experiments on actual bugs in OSS projects, it was found that patches were generated for 23 bugs using the automatically generated test cases and for 13 bugs using the manually generated test cases. Only 3 bugs generated patches in common, and the bugs that actually generated patches were different. We also found that the success rate of patch generation differs depending on the coverage, which is the criterion for automatic test case generation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Automatic program repair / Automatic test case generation |
| Paper # | SS2020-32 |
| Date of Issue | 2021-02-24 (SS) |
| Conference Information | |
| Committee | SS |
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| Conference Date | 2021/3/3(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takashi Kobayashi(Tokyo Inst. of Tech.) |
| Vice Chair | Kozo Okano(Shinshu Univ.) |
| Secretary | Kozo Okano(Hiroshima City Univ.) |
| Assistant | Shinpei Ogata(Shinshu Univ.) |
| Paper Information | |
| Registration To | 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) | Analysis of the Impact of Automatically Generated Test Cases on the Results of Automatic Bug Repair |
| Sub Title (in English) | |
| Keyword(1) | Automatic program repair |
| Keyword(2) | Automatic test case generation |
| 1st Author's Name | Yuga Matsuda |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Kyosuke Yamate |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 3rd Author's Name | Yasutaka Kamei |
| 3rd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 4th Author's Name | Naoyasu Ubayashi |
| 4th Author's Affiliation | Kyushu University(Kyushu Univ.) |
| Date | 2021-03-03 |
| Paper # | SS2020-32 |
| Volume (vol) | vol.120 |
| Number (no) | SS-407 |
| Page | pp.pp.25-30(SS), |
| #Pages | 6 |
| Date of Issue | 2021-02-24 (SS) |