SEL@KIT: A. Yamada and O. Mizuno, Classification of Bug Injected and Fixed Changes Using a Text Discriminator, January 2015.
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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)
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)
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)
URL DOI: 10.4018/ijsi.2015010104
付加情報 (note)
注釈 (annote)
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.
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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},
}
  

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