Machine/deep learning for software engineering: A systematic literature review

S Wang, L Huang, A Gao, J Ge, T Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Since 2009, the deep learning revolution, which was triggered by the introduction of
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …

The evolution of architectural decision making as a key focus area of software architecture research: A semi-systematic literature study

M Bhat, K Shumaiev, U Hohenstein… - 2020 ieee …, 2020 - ieeexplore.ieee.org
Literature review studies are essential and form the foundation for any type of research.
They serve as the point of departure for those seeking to understand a research topic, as …

The state-of-the-art in expert recommendation systems

N Nikzad–Khasmakhi, MA Balafar… - … Applications of Artificial …, 2019 - Elsevier
The recent rapid growth of the Internet content has led to building recommendation systems
that guide users to their needs through an information retrieving process. An expert …

[HTML][HTML] Architecting ML-enabled systems: Challenges, best practices, and design decisions

R Nazir, A Bucaioni, P Pelliccione - Journal of Systems and Software, 2024 - Elsevier
Context: Machine learning is increasingly used in a wide set of applications ranging from
recommendation engines to autonomous systems through business intelligence and smart …

An empirical investigation of challenges of specifying training data and runtime monitors for critical software with machine learning and their relation to architectural …

HM Heyn, E Knauss, I Malleswaran… - Requirements …, 2024 - Springer
The development and operation of critical software that contains machine learning (ML)
models requires diligence and established processes. Especially the training data used …

Empowering geoportals HCI with task-oriented chatbots through NLP and deep transfer learning

MH Vahidnia - Big Earth Data, 2024 - Taylor & Francis
In the past ten years, chatbot development has matured to become one of the most well-
distinguished outcomes of artificial intelligence. Despite some criticism, Bing AI, ChatGPT …

Adex: A tool for automatic curation of design decision knowledge for architectural decision recommendations

M Bhat, C Tinnes, K Shumaiev… - … Companion (ICSA-C …, 2019 - ieeexplore.ieee.org
Software architecture can be seen as a set of architectural design decisions. These
decisions, especially their rationale, play an important role in understanding software …

Doctor recommendation in online health forums via expertise learning

X Lu, Y Zhang, J Li, S Zong - ar** study
M Soliman, M Albonico, I Malavolta… - Information and Software …, 2025 - Elsevier
Context: A growing number of researchers are investigating how Mining Software
Repositories (MSR) approaches can support software architecture activities, such as …

[Retracted] Combining Latent Factor Model for Dynamic Recommendations in Community Question Answering Forums

M Usman, F Ahmad, U Habib… - Computational …, 2022 - Wiley Online Library
Community Question Answering (CQA) web service provides a platform for people to share
knowledge. Quora, Stack Overflow, and Yahoo! Answers are few sites where questioners …