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 …

Bug triaging based on tossing sequence modeling

SQ Xi, Y Yao, XS Xiao, F Xu, J Lv - Journal of Computer Science and …, 2019 - Springer
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 …

[PDF][PDF] Efficient Bug Triaging Using Text Mining.

M Alenezi, K Magel, S Banitaan - J. Softw., 2013 - jsoftware.us
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 …

Classifying bug reports into bugs and non-bugs using LSTM

H Qin, X Sun - Proceedings of the 10th Asia-Pacific Symposium on …, 2018 - dl.acm.org
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 …

Towards effective bug triage with software data reduction techniques

J Xuan, H Jiang, Y Hu, Z Ren, W Zou… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
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 …

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 …

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 …

Automatic bug triage in software systems using graph neighborhood relations for feature augmentation

I Alazzam, A Aleroud, Z Al Latifah… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
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 …

Improving automated bug triaging with specialized topic model

X Xia, D Lo, Y Ding, JM Al-Kofahi… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
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 …

Automatic bug triage using semi-supervised text classification

J Xuan, H Jiang, Z Ren, J Yan, Z Luo - arXiv preprint arXiv:1704.04769, 2017 - arxiv.org
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 …