中国科学院软件研究所机构知识库
Advanced  
ISCAS OpenIR  > 软件所图书馆  > 期刊论文
Title:
BUTTER:一种基于主题模型和异构网络的缺陷分发方法
Alternative Title: BUTTER:An Approach to Bug Triage with Topic Modeling and Heterogeneous Network Analysis
Author: 韩广乐 ; 张文 ; 王青
Keyword: 缺陷分发 ; 主题模型 ; 异构网络 ; bug triage ; topic model ; heterogeneous network
Source: 计算机系统应用
Issued Date: 2014
Issue: 10, Pages:125-131
Department: 中国科学院软件研究所 互联网软件技术实验室,北京,100190
Abstract: 当软件缺陷被提交到缺陷跟踪系统并经过确认之后,它会被分发给开发人员进行缺陷修复.这个过程就叫做缺陷分发.随着被提交到系统的缺陷报告日益增多,手工分发缺陷报告会变得越来越困难.提出了一种自动分发缺陷的方法BUTTER.与其他方法不同的是, BUTTER不仅利用主题模型分析缺陷报告中的文本信息,而且创新性地建立了一个包含提交者、缺陷和开发者三种节点及其相互关系的异构网络,从该异构网络中抽取了更多的结构信息.实验证明, BUTTER进行自动缺陷分发较其他缺陷自动分发方法要好. When a bug was reported to the bug tracking system, it should be assigned to a developer who is responsible for its resolution after it is confirmed. This processing is called bug triage. With increasing number of bug reports submitted to the bug tracking system, it is more and more difficult to assign appropriate developers to the reported bugs manually. In this paper, we propose an approach called BUTTER (BUg Triage by topic modeling and heTERogeneous network analysis) to automatically assign bugs to developers. Different from existing work, BUTTER not only uses topic model to analyze the text information from bug reports, but also innovatively takes structural information into consideration by constructing a heterogeneous network which includes relationships among submitters, bugs and developers. Experiment shows that BUTTER outperforms other methods on automated bug triage.
Language: 中文
Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/16986
Appears in Collections:软件所图书馆_期刊论文

Files in This Item:

There are no files associated with this item.


Recommended Citation:
韩广乐,张文,王青. BUTTER:一种基于主题模型和异构网络的缺陷分发方法[J]. 计算机系统应用,2014-01-01(10):125-131.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[韩广乐]'s Articles
[张文]'s Articles
[王青]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[韩广乐]‘s Articles
[张文]‘s Articles
[王青]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2019  中国科学院软件研究所 - Feedback
Powered by CSpace