Mining authorship characteristics in bug repositories
Mining authorship characteristics in bug repositories
复制标题
挖掘错误存储库中的作者特征
DOI：
10.1007/s11432-014-0372-y
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发表时间：
2016-11
期刊：
影响因子：
--
通讯作者：
Zhilei Ren
中科院分区：
文献类型：
--
作者：
He Jiang;Jingxuan Zhang;Hongjing Ma;Najam Nazar;Zhilei Ren
错误报告被广泛用于促进软件维护中的软件任务。由于错误报告是由人贡献的，因此贡献者的作者特征可能会严重影响解决软件任务的绩效。底盘不好
Bug reports are widely employed to facilitate software tasks in software maintenance. Since bug reports are contributed by people, the authorship characteristics of contributors may heavily impact the perfor-mance of resolving software tasks. Poorly written bug reports may delay developers when fixing bugs. However, no in-depth investigation has been conducted over the authorship characteristics. In this study, we first leverage byte-level N-grams to model the authorship characteristics and employ Normalized Simplified Profile Intersection (NSPI) to identify the similarity of the authorship characteristics. Then, we investigate a series of properties related to contributors’ authorship characteristics, including the evolvement over time and the variation among distinct products in open source projects. Moreover, we show how to leverage the authorship characteristics to facilitate a well-known task in software maintenance, namely Bug Report Summarization (BRS). Experiments on open source projects validate that incorporating the authorship characteristics can effectively improve a state-of-the-art method in BRS. Our findings suggest that contributors should retain stable authorship characteristics and the authorship characteristics can assist in resolving software tasks.
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DOI：
--
发表时间：
2003
期刊：
--
影响因子：
--
作者：
Vlado Ke;Fuchun Peng;N. Cercone;Calvin Thomas
通讯作者：
Vlado Ke;Fuchun Peng;N. Cercone;Calvin Thomas
影响因子：
7.4
作者：
Thomas Zimmermann;Rahul Premraj;Nicolas Bettenburg;Sascha Just;Adrian Schröter;Cathrin Weiss
通讯作者：
Thomas Zimmermann;Rahul Premraj;Nicolas Bettenburg;Sascha Just;Adrian Schröter;Cathrin Weiss
影响因子：
7.4
作者：
Shay Artzi;Adam Kiezun;Julian T Dolby;F. Tip;Danny Dig;A. Paradkar;Michael D. Ernst
通讯作者：
Shay Artzi;Adam Kiezun;Julian T Dolby;F. Tip;Danny Dig;A. Paradkar;Michael D. Ernst
DOI：
10.1002/asi.20316
发表时间：
2006-02
期刊：
J. Assoc. Inf. Sci. Technol.
影响因子：
--
作者：
Rong Zheng;Jiexun Li;Hsinchun Chen;Zan Huang
通讯作者：
Rong Zheng;Jiexun Li;Hsinchun Chen;Zan Huang
影响因子：
7.4
作者：
S. Shivaji;James Whitehead;R. Akella;Sunghun Kim
通讯作者：
S. Shivaji;James Whitehead;R. Akella;Sunghun Kim