Predicting the severity of a reported bug

A Lamkanfi, S Demeyer, E Giger… - 2010 7th IEEE working …, 2010 - ieeexplore.ieee.org
The severity of a reported bug is a critical factor in deciding how soon it needs to be fixed.
Unfortunately, while clear guidelines exist on how to assign the severity of a bug, it remains …

The eclipse and mozilla defect tracking dataset: a genuine dataset for mining bug information

A Lamkanfi, J Pérez, S Demeyer - 2013 10th Working …, 2013 - ieeexplore.ieee.org
The analysis of bug reports is an important subfield within the mining software repositories
community. It explores the rich data available in defect tracking systems to uncover …

Comparing mining algorithms for predicting the severity of a reported bug

A Lamkanfi, S Demeyer, QD Soetens… - 2011 15th European …, 2011 - ieeexplore.ieee.org
A critical item of a bug report is the so-called" severity", ie the impact the bug has on the
successful execution of the software system. Consequently, tool support for the person …

Towards an improvement of bug severity classification

NKS Roy, B Rossi - 2014 40th EUROMICRO Conference on …, 2014 - ieeexplore.ieee.org
Predicting the severity of bugs has been found in past research to improve triaging and the
bug resolution process. For this reason, many classification/prediction approaches emerged …

Determining bug severity using machine learning techniques

KK Chaturvedi, VB Singh - 2012 CSI sixth international …, 2012 - ieeexplore.ieee.org
Software Bug reporting is an integral part of software development process. Once the Bug is
reported on Bug Tracking System, their attributes are analyzed and subsequently assigned …

Identifying security bug reports via text mining: An industrial case study

M Gegick, P Rotella, T Xie - 2010 7th IEEE Working Conference …, 2010 - ieeexplore.ieee.org
A bug-tracking system such as Bugzilla contains bug reports (BRs) collected from various
sources such as development teams, testing teams, and end users. When bug reporters …

Towards semi-automatic bug triage and severity prediction based on topic model and multi-feature of bug reports

G Yang, T Zhang, B Lee - 2014 IEEE 38th Annual Computer …, 2014 - ieeexplore.ieee.org
Bug fixing is an essential activity in the software maintenance, because most of the software
systems have unavoidable defects. When new bugs are submitted, triagers have to find and …

Predicting eclipse bug lifetimes

LD Panjer - Fourth international workshop on mining software …, 2007 - ieeexplore.ieee.org
In non-trivial software development projects planning and allocation of resources is an
important and difficult task. Estimation of work time to fix a bug is commonly used to support …

Explaining software defects using topic models

TH Chen, SW Thomas, M Nagappan… - 2012 9th IEEE …, 2012 - ieeexplore.ieee.org
Researchers have proposed various metrics based on measurable aspects of the source
code entities (eg, methods, classes, files, or modules) and the social structure of a software …

Extracting structural information from bug reports

N Bettenburg, R Premraj, T Zimmermann… - Proceedings of the 2008 …, 2008 - dl.acm.org
In software engineering experiments, the description of bug reports is typically treated as
natural language text, although it often contains stack traces, source code, and patches …