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Software Requirements Classification Using Machine Learning Algorithms. [PDF]

open access: yesEntropy (Basel), 2020
The correct classification of requirements has become an essential task within software engineering. This study shows a comparison among the text feature extraction techniques, and machine learning algorithms to the problem of requirements engineer ...
Dias Canedo E, Cordeiro Mendes B.
europepmc   +4 more sources

Software quality requirements [PDF]

open access: yesAgricultural Economics (Zemědělská ekonomika), 2006
At the present time, the international standards and technical reports for system and software product quality are dispersed in several series of normative documents (ISO/IEC 9126, ISO/IEC 14598, ISO/IEC 12119 etc.). These documents are not purely consistent and do not contain a tools for exact requirements set-ups. As quality is defined as a degree to
J. Vaníček
openaire   +3 more sources

Using ChatGPT in Software Requirements Engineering: A Comprehensive Review

open access: yesFuture Internet
Large language models (LLMs) have had a significant impact on several domains, including software engineering. However, a comprehensive understanding of LLMs’ use, impact, and potential limitations in software engineering is still emerging and remains in
Nuno Marques   +2 more
semanticscholar   +3 more sources

Software Requirements Parts for Construction of Software Requirements Specifications

open access: yesProceedings of the 8th International Joint Conference on Software Technologies, 2013
In software developments, a software requirements specification (SRS) must be correctly specified. An SRS becomes large and complicated when system to be developed become large. It takes a lot of efforts and costs to newly specify a correct SRS.
Yoshitaka Iyoda, A. Ohnishi
openaire   +2 more sources

ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design [PDF]

open access: yesarXiv.org, 2023
This paper presents prompt design techniques for software engineering, in the form of patterns, to solve common problems when using large language models (LLMs), such as ChatGPT to automate common software engineering activities, such as ensuring code is
Jules White   +4 more
semanticscholar   +1 more source

Requirements Engineering in Machine Learning Projects

open access: yesIEEE Access, 2023
Over the last decade, machine learning methods have revolutionized a large number of domains and provided solutions to many problems that people could hardly solve in the past. The availability of large amounts of data, powerful processing architectures,
Ana Gjorgjevikj   +3 more
doaj   +1 more source

Structured SRS for e-Government Services With Boilerplate Design and Interface

open access: yesIEEE Access, 2023
There are many projects being carried out to develop e-Government applications. In order to develop an efficient application, a proper requirements specification is strictly required.
Gonca Canan Oztekin   +1 more
doaj   +1 more source

Users’ Feedback about a Digital Well-being System [PDF]

open access: yesEuropean Journal of Interdisciplinary Studies, 2022
In this research, we investigated the users’ feedback to understand the requirements of Turkish users of a digital well-being system which maximizes users’ happiness.
Esra KAHYA ÖZYİRMİDOKUZ   +2 more
doaj   +1 more source

A Survey on Blockchain Acquainted Software Requirements Engineering: Model, Opportunities, Challenges, and Future Directions

open access: yesIEEE Access, 2022
Requirements are the basis of software development practices. Ambiguities in requirements lead a project to a point of failure or penalize it with a high budget and time for defect traceability.
Muhammad Shoaib Farooq   +2 more
doaj   +1 more source

A BERT-based transfer learning approach to text classification on software requirements specifications

open access: yesCanadian Conference on AI, 2021
In a software development life cycle, software requirements specifications (SRS) writ- ten in an incomprehensible language might hinder the success of the project in later stages.
Derya Kici   +4 more
semanticscholar   +1 more source

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