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BAHA:A Novel Approach to Automatic bug report assignment with Topic Modeling and Heterogeneous Network Analysis

Chinese Journal of Electronics 2016年第6期25卷 1011-1018页

作者： ZHANG Wen WANG Song WANG Qing School of Economics and Management Beijing University of Chemical Technology Department of Electrical and Computer Engineering at University of Waterloo Laboratory of Internet Technologies Institute of SoftwareChinese Academy of Sciences

We propose an approach called bug report assignment with topic modeling and heterogeneous network analysis(BAHA) to automatically assign bug reports to developers. Existing studies adopt social network analysis to characterize the collaboration of developers. The networks used in these studies are all homogenous. In real practice of bug resolution, different developers collaborate on different bug reports that makes the homogenous network unable to capture this information. We use heterogeneous network to describe the relations between reporters,bug reports and developers to characterize developers’ collaboration. Experiments on Eclipse JDT pro ject show that BAHA outperforms the state of art methods on automatic bug report assignment.

关键词： bug report assignment Topic model Heterogeneous network bug report tracking

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Mubug:a mobile service for rapid bug tracking

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Science China(Information Sciences) 2016年第1期59卷 213-217页

作者： Yang FENG Qin LIU Mengyu DOU Jia LIU Zhenyu CHEN State Key Laboratory for Novel Software Technology Nanjing University

With the increasing popularity of mobile applications, a light-weighted bug tracking systems has been widely needed. While the high release frequency of the mobile applications requires a rapid bug tracking system for the software maintenance, the needs for users' feedback can be easily accessed and manipulated for both common users and developers, which motivates us to develop a mobile service for bug tracking, namely Mubug, by combining the natural language processing technique and machine learning technique. Project managers can easily configure and setup bug tracking service without any installation on Mubug. reporters can submit bug reports with texts, voices or images using their mobile devices. bug reports can thus be processed and assigned to developers automatically. In this paper, we present the architecture of Mubug and some implememtation details.

关键词： bug report triage bug report assignment mobile service bug tracking

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