[HTML][HTML] An artificial intelligence framework on software bug triaging, technological evolution, and future challenges: A review
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 …
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
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 …
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
Researchers in software engineering have attempted to improve software development by
mining and analyzing software repositories. Since the majority of the software engineering …
mining and analyzing software repositories. Since the majority of the software engineering …
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 …
Topic modeling in software engineering research
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 …
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
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 …
has become one of the most important activities in software maintenance. For large-scale …
Continuous incident triage for large-scale online service systems
In recent years, online service systems have become increasingly popular. Incidents of
these systems could cause significant economic loss and customer dissatisfaction. Incident …
these systems could cause significant economic loss and customer dissatisfaction. Incident …
An empirical investigation of incident triage for online service systems
Online service systems have become increasingly popular. During operation of an online
service system, incidents (unplanned interruptions or outages of the service) are inevitable …
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
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 …
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 …
most important activities in software maintenance. To decrease the time cost in manual work …