Duplicate bug report detection using dual-channel convolutional neural networks

J He, L Xu, M Yan, X Xia, Y Lei - … of the 28th International Conference on …, 2020 - dl.acm.org
Developers rely on bug reports to fix bugs. The bug reports are usually stored and managed
in bug tracking systems. Due to the different expression habits, different reporters may use …

Silent compiler bug de-duplication via three-dimensional analysis

C Yang, J Chen, X Fan, J Jiang, J Sun - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
Compiler testing is an important task for assuring the quality of compilers, but investigating
test failures is very time-consuming. This is because many test failures are caused by the …

Systematic review of bug report processing techniques to improve software management performance

DG Lee, YS Seo - Journal of Information Processing Systems, 2019 - koreascience.kr
Bug report processing is a key element of bug fixing in modern software maintenance. Bug
reports are not processed immediately after submission and involve several processes such …

Hindbr: Heterogeneous information network based duplicate bug report prediction

G Xiao, X Du, Y Sui, T Yue - 2020 IEEE 31st international …, 2020 - ieeexplore.ieee.org
Duplicate bug reports often exist in bug tracking systems (BTSs). Almost all the existing
approaches for automatically detecting duplicate bug reports are based on text similarity. A …

Towards question-based high-recall information retrieval: Locating the last few relevant documents for technology-assisted reviews

J Zou, E Kanoulas - ACM Transactions on Information Systems (TOIS), 2020 - dl.acm.org
While continuous active learning algorithms have proven effective in finding most of the
relevant documents in a collection, the cost for locating the last few remains high for …

Efficient feature extraction model for validation performance improvement of duplicate bug report detection in software bug triage systems

BS Neysiani, SM Babamir, M Aritsugi - Information and Software …, 2020 - Elsevier
Context There are many duplicate bug reports in the semi-structured software repository of
various software bug triage systems. The duplicate bug report detection (DBRD) process is a …

Automatic duplicate bug report detection using information retrieval-based versus machine learning-based approaches

BS Neysiani, SM Babamir - 2020 6th international conference …, 2020 - ieeexplore.ieee.org
Nowadays, there are many software repositories, especially on the web, which have many
challenges to be automated. Duplicate bug report detection (DBRD) is an excellent problem …

Revisiting the performance evaluation of automated approaches for the retrieval of duplicate issue reports

MS Rakha, CP Bezemer… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Issue tracking systems (ITSs), such as Bugzilla, are commonly used to track reported bugs,
improvements and change requests for a software project. To avoid wasting developer …

Learning to ask: Question-based sequential Bayesian product search

J Zou, E Kanoulas - Proceedings of the 28th ACM international …, 2019 - dl.acm.org
Product search is generally recognized as the first and foremost stage of online shopping
and thus significant for users and retailers of e-commerce. Most of the traditional retrieval …

Toward empirically investigating non-functional requirements of iOS developers on stack overflow

A Ahmad, C Feng, K Li, SM Asim, T Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Context: Mobile application developers are getting more concerned due to the importance of
quality requirements or non-functional requirements (NFR) in software quality. Developers …