Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review

PK Roy, S Saumya, JP Singh… - CAAI Transactions on …, 2023 - Wiley Online Library
Over the last couple of decades, community question‐answering sites (CQAs) have been a
topic of much academic interest. Scholars have often leveraged traditional machine learning …

A comprehensive survey and classification of approaches for community question answering

I Srba, M Bielikova - ACM Transactions on the Web (TWEB), 2016 - dl.acm.org
Community question-answering (CQA) systems, such as Yahoo! Answers or Stack Overflow,
belong to a prominent group of successful and popular Web 2.0 applications, which are …

Clear: contrastive learning for api recommendation

M Wei, NS Harzevili, Y Huang, J Wang… - Proceedings of the 44th …, 2022 - dl.acm.org
Automatic API recommendation has been studied for years. There are two orthogonal lines
of approaches for this task, ie, information-retrieval-based (IR-based) and neural-based …

Developer discussion topics on the adoption and barriers of low code software development platforms

MAA Alamin, G Uddin, S Malakar, S Afroz… - Empirical software …, 2023 - Springer
Low-code software development (LCSD) is an emerging approach to democratize
application development for software practitioners from diverse backgrounds. LCSD …

Mining duplicate questions in stack overflow

M Ahasanuzzaman, M Asaduzzaman, CK Roy… - Proceedings of the 13th …, 2016 - dl.acm.org
Stack Overflow is a popular question answering site that is focused on programming
problems. Despite efforts to prevent asking questions that have already been answered, the …

Representation learning for stack overflow posts: How far are we?

J He, X Zhou, B Xu, T Zhang, K Kim, Z Yang… - ACM Transactions on …, 2024 - dl.acm.org
The tremendous success of Stack Overflow has accumulated an extensive corpus of
software engineering knowledge, thus motivating researchers to propose various solutions …

Why is develo** machine learning applications challenging? a study on stack overflow posts

M Alshangiti, H Sapkota… - 2019 ACM/IEEE …, 2019 - ieeexplore.ieee.org
Background: As smart and automated applications pervade our lives, an increasing number
of software developers are required to incorporate machine learning (ML) techniques into …

An empirical study of obsolete answers on stack overflow

H Zhang, S Wang, TH Chen, Y Zou… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Stack Overflow accumulates an enormous amount of software engineering knowledge.
However, as time passes, certain knowledge in answers may become obsolete. Such …

An empirical study of iot topics in iot developer discussions on stack overflow

G Uddin, F Sabir, YG Guéhéneuc, O Alam… - Empirical Software …, 2021 - Springer
Abstract Internet of Things (IoT) is defined as the connection between places and physical
objects (ie, things) over the Internet via smart computing devices. It is a rapidly emerging …

Understanding the factors for fast answers in technical Q&A websites: An empirical study of four stack exchange websites

S Wang, TH Chen, AE Hassan - Empirical Software Engineering, 2018 - Springer
Technical questions and answers (Q&A) websites accumulate a significant amount of
knowledge from users. Developers are especially active on these Q&A websites, since …