Topic modeling using latent Dirichlet allocation: A survey

U Chauhan, A Shah - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
We are not able to deal with a mammoth text corpus without summarizing them into a
relatively small subset. A computational tool is extremely needed to understand such a …

What are developers talking about? an analysis of topics and trends in stack overflow

A Barua, SW Thomas, AE Hassan - Empirical software engineering, 2014 - Springer
Programming question and answer (Q&A) websites, such as Stack Overflow, leverage the
knowledge and expertise of users to provide answers to technical questions. Over time …

What is wrong with topic modeling? And how to fix it using search-based software engineering

A Agrawal, W Fu, T Menzies - Information and Software Technology, 2018 - Elsevier
Context Topic modeling finds human-readable structures in unstructured textual data. A
widely used topic modeling technique is Latent Dirichlet allocation. When running on …

An empirical study of developer discussions on low-code software development challenges

MA Al Alamin, S Malakar, G Uddin… - 2021 IEEE/ACM 18th …, 2021 - ieeexplore.ieee.org
Low-code software development (LCSD) is an emerging paradigm that combines minimal
source code with interactive graphical interfaces to promote rapid application development …

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 …

Studying software logging using topic models

H Li, TH Chen, W Shang, AE Hassan - Empirical Software Engineering, 2018 - Springer
Software developers insert logging statements in their source code to record important
runtime information; such logged information is valuable for understanding system usage in …

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 …

An exploratory analysis of mobile development issues using stack overflow

M Linares-Vásquez, B Dit… - 2013 10th Working …, 2013 - ieeexplore.ieee.org
Question & answer (Q&A) websites, such as Stack Overflow (SO), are widely used by
developers to find and provide answers to technical issues and concerns in software …

MSR4SM: Using topic models to effectively mining software repositories for software maintenance tasks

X Sun, B Li, H Leung, B Li, Y Li - Information and Software Technology, 2015 - Elsevier
Context Mining software repositories has emerged as a research direction over the past
decade, achieving substantial success in both research and practice to support various …

Exploring topic models in software engineering data analysis: A survey

X Sun, X Liu, B Li, Y Duan, H Yang… - 2016 17th IEEE/ACIS …, 2016 - ieeexplore.ieee.org
Topic models are shown to be effective to mine unstructured software engineering (SE) data.
In this paper, we give a simple survey of exploring topic models to support various SE tasks …