Multi-triage: A multi-task learning framework for bug triage

TWW Aung, Y Wan, H Huo, Y Sui - Journal of Systems and Software, 2022 - Elsevier
Assigning developers and allocating issue types are two important tasks in the bug triage
process. Existing approaches tackle these two tasks separately, which is time-consuming …

Automatically matching bug reports with related app reviews

M Haering, C Stanik, W Maalej - 2021 IEEE/ACM 43rd …, 2021 - ieeexplore.ieee.org
App stores allow users to give valuable feedback on apps, and developers to find this
feedback and use it for the software evolution. However, finding user feedback that matches …

[PDF][PDF] Techniques for text classification: Literature review and current trends.

R Jindal, R Malhotra, A Jain - webology, 2015 - webology.org
Automated classification of text into predefined categories has always been considered as a
vital method to manage and process a vast amount of documents in digital forms that are …

Duplicate bug report detection: How far are we?

T Zhang, DG Han, V Vinayakarao, IC Irsan… - ACM Transactions on …, 2023 - dl.acm.org
Many Duplicate Bug Report Detection (DBRD) techniques have been proposed in the
research literature. The industry uses some other techniques. Unfortunately, there is …

Elblocker: Predicting blocking bugs with ensemble imbalance learning

X Xia, D Lo, E Shihab, X Wang, X Yang - Information and Software …, 2015 - Elsevier
Context Blocking bugs are bugs that prevent other bugs from being fixed. Previous studies
show that blocking bugs take approximately two to three times longer to be fixed compared …

An alternative issue tracking dataset of public jira repositories

L Montgomery, C Lüders, W Maalej - Proceedings of the 19th …, 2022 - dl.acm.org
Organisations use issue tracking systems (ITSs) to track and document their projects' work in
units called issues. This style of documentation encourages evolutionary refinement, as …

DebugAdvisor: A recommender system for debugging

B Ashok, J Joy, H Liang, SK Rajamani… - Proceedings of the 7th …, 2009 - dl.acm.org
In large software development projects, when a programmer is assigned a bug to fix, she
typically spends a lot of time searching (in an ad-hoc manner) for instances from the past …

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 …

Duplicate question detection with deep learning in stack overflow

L Wang, L Zhang, J Jiang - IEEE Access, 2020 - ieeexplore.ieee.org
Stack Overflow is a popular Community-based Question Answer (CQA) website focused on
software programming and has attracted more and more users in recent years. However …

Automating intention mining

Q Huang, X Xia, D Lo… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Developers frequently discuss aspects of the systems they are developing online. The
comments they post to discussions form a rich information source about the system. Intention …