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| A. Yamada and O. Mizuno, "Classification of Bug Injected and Fixed Changes Using a Text Discriminator," ACIS International Journal of Software Innovation, 3(1), pp. 50-62, January 2015. | |
| ID | 689 |
| 分類 | 学術論文誌(査読付) |
| タグ | bug changes classification discriminator fixed injected text |
| 表題 (title) |
Classification of Bug Injected and Fixed Changes Using a Text Discriminator |
| 表題 (英文) |
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| 著者名 (author) |
Akihisa Yamada,Osamu Mizuno |
| 英文著者名 (author) |
Akihisa Yamada,Osamu Mizuno |
| キー (key) |
Akihisa Yamada,Osamu Mizuno |
| 定期刊行物名 (journal) |
ACIS International Journal of Software Innovation |
| 定期刊行物名 (英文) |
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| 巻数 (volume) |
3 |
| 号数 (number) |
1 |
| ページ範囲 (pages) |
50-62 |
| 刊行月 (month) |
1 |
| 出版年 (year) |
2015 |
| Impact Factor (JCR) |
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| URL |
DOI: 10.4018/ijsi.2015010104 |
| 付加情報 (note) |
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| 注釈 (annote) |
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| 内容梗概 (abstract) |
Approaches to detect fault-prone modules have been studied for a long time. As one of these approaches, the authors proposed a technique using a text filtering technique. They assume that bugs relate to words and context that are contained in a software module. The technique treats a module as text information. Based on the dictionary which was learned by classifying modules which induce bugs, the bug inducing probability over a target module is calculated, and it judges whether the given module is a fault-prone module. The predictive granularity of this technique is a module. In this study, the authors aimed at prediction with the finer granularity of the portion that induces a bug. Specifically, they tried to predict bug-inducing changes by using source code differences of bug inducing changes and previous changes and a text filtering technique. Similarly, the authors tried to predict bug fixing by using source code differences of bug fixing changes and previous changes and a text filtering technique. To show the effectiveness of the approach, the authors conducted two experiments and compared their approach with fault-prone filtering by applying it to two open source projects, and obtained higher accuracy. |
| 論文電子ファイル | 利用できません． |
| BiBTeXエントリ |
@article{id689,
title = {Classification of Bug Injected and Fixed Changes Using a Text Discriminator},
author = {Akihisa Yamada and Osamu Mizuno},
journal = {ACIS International Journal of Software Innovation},
volume = {3},
number = {1},
pages = {50-62},
month = {1},
year = {2015},
}
|