[HTML][HTML] An artificial intelligence framework on software bug triaging, technological evolution, and future challenges: A review

NK Nagwani, JS Suri - … Journal of Information Management Data Insights, 2023 - Elsevier
The timely release of defect-free software and the optimization of development costs depend
on efficient software bug triaging (SBT) techniques. SBT can also help in managing the vast …

A literature review of research in bug resolution: Tasks, challenges and future directions

T Zhang, H Jiang, X Luo, ATS Chan - The Computer Journal, 2016 - academic.oup.com
Due to the increasing scale and complexity of software products, software maintenance
especially on bug resolution has become a challenging task. Generally in large-scale …

A survey on the use of topic models when mining software repositories

TH Chen, SW Thomas, AE Hassan - Empirical Software Engineering, 2016 - Springer
Researchers in software engineering have attempted to improve software development by
mining and analyzing software repositories. Since the majority of the software engineering …

Improving automated bug triaging with specialized topic model

X **a, 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 …

Topic modeling in software engineering research

CC Silva, M Galster, F Gilson - Empirical Software Engineering, 2021 - Springer
Topic modeling using models such as Latent Dirichlet Allocation (LDA) is a text mining
technique to extract human-readable semantic “topics”(ie, word clusters) from a corpus of …

Towards more accurate severity prediction and fixer recommendation of software bugs

T Zhang, J Chen, G Yang, B Lee, X Luo - Journal of Systems and Software, 2016 - Elsevier
Due to the unavoidable bugs appearing in the most of the software systems, bug resolution
has become one of the most important activities in software maintenance. For large-scale …

Continuous incident triage for large-scale online service systems

J Chen, X He, Q Lin, H Zhang, D Hao… - 2019 34th IEEE/ACM …, 2019 - ieeexplore.ieee.org
In recent years, online service systems have become increasingly popular. Incidents of
these systems could cause significant economic loss and customer dissatisfaction. Incident …

An empirical investigation of incident triage for online service systems

J Chen, X He, Q Lin, Y Xu, H Zhang… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
Online service systems have become increasingly popular. During operation of an online
service system, incidents (unplanned interruptions or outages of the service) are inevitable …

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 …

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 …