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 …
Classification and prioritisation of software requirements using machine learning–a systematic review
P Talele, R Phalnikar - … on cloud computing, data science & …, 2021 - ieeexplore.ieee.org
Requirement Engineering (RE) plays an integral role throughout the process of software
development. Requirement identification and prioritisation are the foremost phases of the …
development. Requirement identification and prioritisation are the foremost phases of the …
[PDF][PDF] A BERT-based transfer learning approach to text classification on software requirements specifications.
In a software development life cycle, software requirements specifications (SRS) written in
an incomprehensible language might hinder the success of the project in later stages. In …
an incomprehensible language might hinder the success of the project in later stages. In …
An intelligent recommender and decision support system (IRDSS) for effective management of software projects
The management and estimation of agile projects are challenging tasks for software
companies due to their high failure rates. This paper emphasizes how to improve …
companies due to their high failure rates. This paper emphasizes how to improve …
Extraction of Activity Diagrams Based on Steps Performed in Use Case Description Using Text Mining (Case Study: SRS Myoffice Application)
RP Octavially, Y Priyadi… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
In this research, extraction is carried out to change the text on an artifact to be processed
through Text Mining to process and analyze the text whose results are validated, using the …
through Text Mining to process and analyze the text whose results are validated, using the …
Implementation of semantic textual similarity between requirement specification and use case description using WUP method (case study: sipjabs application)
The SRS used in this study is an application called “Sipjabs”. This application processes
data regarding the position of human resources to meet the needs of a company. This …
data regarding the position of human resources to meet the needs of a company. This …
Extraction of Step Performed in Use Case Description as a Reference for Conformity of Sequence Diagrams Using Text Mining (Case Study: SRS APTU)
N Apriyanto, Y Priyadi… - 2022 IEEE World AI IoT …, 2022 - ieeexplore.ieee.org
Extraction is an essential part of processing a document to ensure the success of the text
mining process. In this study, the example of the SRS document used is the Integrated …
mining process. In this study, the example of the SRS document used is the Integrated …
Text classification on software requirements specifications using transformer models
Text classification in Software Requirements Specifications (SRS) documents is an essential
task for various purposes including automatically extracting requirements and their types as …
task for various purposes including automatically extracting requirements and their types as …
A review on security requirements specification by formal methods
Security is an afterthought process for the development of software in earlier days but now
the time has been changed. Now, security is on top priority and involved from the beginning …
the time has been changed. Now, security is on top priority and involved from the beginning …
Approaches for non-functional requirement modeling: a literature survey
The term 'non-functional requirement'plays an important role for the success and failure of
any software project. It have been studied since over 4 decades, however there are many …
any software project. It have been studied since over 4 decades, however there are many …