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Research directions for using LLM in software requirement engineering: a systematic review

open access: yesFrontiers in Computer Science
IntroductionNatural Language Processing (NLP) and Large Language Models (LLMs) are transforming the landscape of software engineering, especially in the domain of requirement engineering.
Arshia Hemmat   +4 more
doaj   +3 more sources

Machine Learning Evaluation of the Requirement Engineering Process Models for Cloud Computing and Security Issues

open access: yesApplied Sciences, 2020
In the requirement engineering phase, the team members work to get the user requirements, comprehend them and specify them for the next process. There are many models for the requirement engineering phase.
Muhammad Asgher Nadeem, Scott Uk-Jin Lee
doaj   +3 more sources

Ensuring quality in software requirement engineering process: A comparative study

open access: yesEgyptian Informatics Journal
Poorly managed requirements can lead to a software failure; hence, qualitative Requirement Engineering (RE) is essential for the success of software. Researchers have pointed out numerous ways to aid the RE process.
Sadia Khalid   +7 more
doaj   +3 more sources

Competencies of a Requirement Engineer -Systematic Literature Review Protocol

open access: yesPakistan Journal of Engineering & Technology, 2023
Requirement Engineering (RE) is a core activity of software engineering that guarantees successful project delivery within time and budget. It needs to be considered with respect to the competencies and skills of RE to effectively execute the RE ...
Muhammad Arif   +2 more
doaj   +1 more source

The Effects of Water and Salt Stresses on Growth, Yield and Quality of Cotton in Southern Xinjiang

open access: yesGuan'gai paishui xuebao, 2022
【Objective】 Soil salinity and water scarcity are the dominant abiotic stresses facing agricultural production in many regions across Xinjiang in China.
FENG Quanqing   +6 more
doaj   +1 more source

SIoT Framework: Towards an Approach for Early Identification of Security Requirements for Internet-of-things Applications [PDF]

open access: yese-Informatica Software Engineering Journal, 2020
Background: Security has become more of a concern with the wide deployment of Internet-of-things (IoT) devices. The importance of addressing security risks early in the development lifecycle before pushing to market cannot be over emphasized.
Ronald Jabangwe, Anh Nguyen-Duc
doaj   +1 more source

Neutrosophy for software requirement prioritization [PDF]

open access: yesNeutrosophic Sets and Systems, 2017
Software engineers are involved in complex decisions that require multiples viewpoints. A specific case is the requirement prioritization process. This process is used to decide which software requirement to develop in certain release from a group of ...
Ronald Barriga Dias   +3 more
doaj   +1 more source

Fault-Prone Software Requirements Specification Detection Using Ensemble Learning for Edge/Cloud Applications

open access: yesApplied Sciences, 2023
Ambiguous software requirements are a significant contributor to software project failure. Ambiguity in software requirements is characterized by the presence of multiple possible interpretations. As requirements documents often rely on natural language,
Fatin Nur Jannah Muhamad   +4 more
doaj   +1 more source

Mining Non-Functional Requirements using Machine Learning Techniques [PDF]

open access: yese-Informatica Software Engineering Journal, 2021
Background: Non-Functional Requirements (NFR) have a direct impact on the architecture of the system, thus it is essential to identify NFRs in the initial phases of software development.
Rajni Jindal   +3 more
doaj   +1 more source

An Intelligent Recommender System Based on Association Rule Analysis for Requirement Engineering [PDF]

open access: yesJournal of Universal Computer Science, 2020
Requirement gathering is a vital step in software engineering. Even though many recent researches concentrated on the improvement of the requirement gathering process, many of their works lack completeness especially when the number of users is large ...
Mohammad Muhairat   +4 more
doaj   +3 more sources

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