A Systematic Literature Review on Using Natural Language Processing in Software Requirements Engineering

SC Necula, F Dumitriu, V Greavu-Șerban - Electronics, 2024 - mdpi.com
This systematic literature review examines the integration of natural language processing
(NLP) in software requirements engineering (SRE) from 1991 to 2023. Focusing on the …

Developing an advanced software requirements classification model using bert: An empirical evaluation study on newly generated turkish data

F Yucalar - Applied Sciences, 2023 - mdpi.com
Requirements Engineering (RE) is an important step in the whole software development
lifecycle. The problem in RE is to determine the class of the software requirements as …

An Optimized Hyperparameter of Convolutional Neural Network Algorithm for Bug Severity Prediction in Alzheimer's‐Based IoT System

I Yousaf, F Anwar, S Imtiaz… - Computational …, 2022 - Wiley Online Library
Softwares are involved in all aspects of healthcare, such as booking appointments to
software systems that are used for treatment and care of patients. Many vendors and …

Classification of non-functional requirements from iot oriented healthcare requirement document

I Khurshid, S Imtiaz, W Boulila, Z Khan… - Frontiers in Public …, 2022 - frontiersin.org
Internet of Things (IoT) involves a set of devices that aids in achieving a smart environment.
Healthcare systems, which are IoT-oriented, provide monitoring services of patients' data …

Enhancing Software Requirements Classification with Semisupervised GAN‐BERT Technique

G Airlangga - Journal of Electrical and Computer Engineering, 2024 - Wiley Online Library
The field of automatic detection of quality attributes from software requirements' text stands
as one of the most pioneering realms within software requirements research. Such …

Text Data Processing on Non-Functional Requirement for the Similarity Between Requirement Elicitation with Deployment Diagram and Recommendation for SRS …

Z Zahra, Y Priyadi - 2023 IEEE World AI IoT Congress (AIIoT), 2023 - ieeexplore.ieee.org
The discrepancy between the developer's understanding of the client's wishes in the
Software Requirement Specification document is one of the backgrounds in this research …

A BERT and topic model based approach to reviews requirements analysis

J Yang, Y Dou, X Xu, Y Ma, Y Tan - 2021 14th International …, 2021 - ieeexplore.ieee.org
With the rise of mobile applications, user reviews are an important avenue of user feedback
in which users may mention different issues in using the software. For example …

Framework for automating requirement elicitation using a chatbot

LK Lam, CAL Hurtado… - 2022 IEEE Engineering …, 2022 - ieeexplore.ieee.org
Requirement elicitation determines the success of a project given that it describes the needs
of a problem and its context at hand. However, a recent Chaos Report revealed that projects …

Semi-Automated Classification of Non-Functional Arabic User Requirements using NLP Tools

E Awad, N Arman, F Khamayseh - IBIMA Conference on Artificial …, 2023 - Springer
Requirements Engineering is the first phase in software development life cycle and it also
plays one of the most important and critical roles. The Requirements document mainly …

Performance analysis of Machine Learning Algorithms to classify Software Requirements

S Idate, TS Rao, M Gayakwad… - Journal of Electrical …, 2024 - search.proquest.com
Building a software system requires a clear understanding of its purpose and its operational
characteristics. Functional requirements establish the system's purpose, while non …