Developer activity motivated bug triaging: via convolutional neural network
S Guo, X Zhang, X Yang, R Chen, C Guo, H Li… - Neural Processing …, 2020 - Springer
As bugs become prevalent in software development, bug triaging has become one of the
most important activities in software maintenance. To decrease the time cost in manual work …
most important activities in software maintenance. To decrease the time cost in manual work …
Bug triaging based on tossing sequence modeling
Bug triaging, which routes the bug reports to potential fixers, is an integral step in software
development and maintenance. To make bug triaging more efficient, many researchers …
development and maintenance. To make bug triaging more efficient, many researchers …
[PDF][PDF] Efficient Bug Triaging Using Text Mining.
Large open source software projects receive abundant rates of submitted bug reports.
Triaging these incoming reports manually is error-prone and time consuming. The goal of …
Triaging these incoming reports manually is error-prone and time consuming. The goal of …
Classifying bug reports into bugs and non-bugs using LSTM
Studies have found that significant amount of bug reports are misclassified between bugs
and non-bugs, which inevitably affects relevant studies, eg, bug prediction. Manually …
and non-bugs, which inevitably affects relevant studies, eg, bug prediction. Manually …
Towards effective bug triage with software data reduction techniques
Software companies spend over 45 percent of cost in dealing with software bugs. An
inevitable step of fixing bugs is bug triage, which aims to correctly assign a developer to a …
inevitable step of fixing bugs is bug triage, which aims to correctly assign a developer to a …
Efficient bug triage for industrial environments
W Zhang - 2020 IEEE International Conference on Software …, 2020 - ieeexplore.ieee.org
Bug triage is an important task for software maintenance, especially in the industrial
environment, where timely bug fixing is critical for customer experience. This process is …
environment, where timely bug fixing is critical for customer experience. This process is …
Analyzing bug fix for automatic bug cause classification
Z Ni, B Li, X Sun, T Chen, B Tang, X Shi - Journal of Systems and Software, 2020 - Elsevier
During the bug fixing process, developers usually need to analyze the source code to
induce the bug cause, which is useful for bug understanding and localization. The bug fixes …
induce the bug cause, which is useful for bug understanding and localization. The bug fixes …
Automatic bug triage in software systems using graph neighborhood relations for feature augmentation
Bug triaging is the process of prioritizing bugs based on their severity, frequency, and risk in
order to be assigned to appropriate developers for validation and resolution. This article …
order to be assigned to appropriate developers for validation and resolution. This article …
Improving automated bug triaging with specialized topic model
Bug triaging refers to the process of assigning a bug to the most appropriate developer to fix.
It becomes more and more difficult and complicated as the size of software and the number …
It becomes more and more difficult and complicated as the size of software and the number …
Automatic bug triage using semi-supervised text classification
In this paper, we propose a semi-supervised text classification approach for bug triage to
avoid the deficiency of labeled bug reports in existing supervised approaches. This new …
avoid the deficiency of labeled bug reports in existing supervised approaches. This new …