The use of nlp-based text representation techniques to support requirement engineering tasks: A systematic mapping review
Natural Language Processing (NLP) is widely used to support the automation of different
Requirements Engineering (RE) tasks. Most of the proposed approaches start with various …
Requirements Engineering (RE) tasks. Most of the proposed approaches start with various …
Machine/deep learning for software engineering: A systematic literature review
Since 2009, the deep learning revolution, which was triggered by the introduction of
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
Artificial intelligence and project management: empirical overview, state of the art, and guidelines for future research
Desk rejections of artificial intelligence (AI)–related submissions to the Project Management
Journal®(PMJ) are high. This article provides an overview and state-of-the-art snapshot on …
Journal®(PMJ) are high. This article provides an overview and state-of-the-art snapshot on …
A systematic literature review on using machine learning algorithms for software requirements identification on stack overflow
Context. The improvements made in the last couple of decades in the requirements
engineering (RE) processes and methods have witnessed a rapid rise in effectively using …
engineering (RE) processes and methods have witnessed a rapid rise in effectively using …
Machine learning in requirements elicitation: A literature review
A growing trend in requirements elicitation is the use of machine learning (ML) techniques to
automate the cumbersome requirement handling process. This literature review summarizes …
automate the cumbersome requirement handling process. This literature review summarizes …
An ensemble machine learning technique for functional requirement classification
In Requirement Engineering, software requirements are classified into two main categories:
Functional Requirement (FR) and Non-Functional Requirement (NFR). FR describes user …
Functional Requirement (FR) and Non-Functional Requirement (NFR). FR describes user …
Advances in automated support for requirements engineering: a systematic literature review
Requirements Engineering (RE) has undergone several transitions over the years, from
traditional methods to agile approaches emphasising increased automation. In many …
traditional methods to agile approaches emphasising increased automation. In many …
An automatic methodology for the quality enhancement of requirements using genetic algorithms
DA Dopazo, VM Pelayo, GG Fuster - Information and Software Technology, 2021 - Elsevier
Context The set of requirements for any project offers common ground where the client and
the company agree on the most important features and limitations of the project. Having a …
the company agree on the most important features and limitations of the project. Having a …
Rendex: A method for automated reviews of textual requirements
V Antinyan, M Staron - Journal of Systems and Software, 2017 - Elsevier
Conducting requirements reviews before the start of software design is one of the central
goals in requirements management. Fast and accurate reviews promise to facilitate software …
goals in requirements management. Fast and accurate reviews promise to facilitate software …
Seizing requirements engineering issues through supervised learning techniques
In recent years, the popularity of machine learning techniques has grown due to the
availability of larges volumes of data and the increased processing capacity of computers …
availability of larges volumes of data and the increased processing capacity of computers …