Automation requirements engineering using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Abid, Md.Mehedy Hasan, Tanna, Rubaya Neshat, Noyon, Mahbubur Rahman, Masud, Jahidul Hasan, Akter, Tahmina
Awduron Eraill:	Akhond, Mosta jur Rahman
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Automate Integrating Extensive Identify Requirement engineering Software engineering NLP BERT Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/16453

id	10361-16453
record_format	dspace
spelling	10361-164532022-03-14T21:01:33Z Automation requirements engineering using machine learning Abid, Md.Mehedy Hasan Tanna, Rubaya Neshat Noyon, Mahbubur Rahman Masud, Jahidul Hasan Akter, Tahmina Akhond, Mosta jur Rahman Department of Computer Science and Engineering, Brac University Automate Integrating Extensive Identify Requirement engineering Software engineering NLP BERT Machine learning This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. Cataloged from PDF version of thesis. Includes bibliographical references (pages 22-23). Machine learning algorithms help to automate the process in many di erent problem domains. In the eld of Software engineering. Requirement engineering is one of the rst stages of software development. This research aims to automate the process of requirements engineering by integrating machine-learning algorithms, which should reduce the development cost and the possibility of human errors in several stages of the software engineering process. The thesis requires extensive machine learning algorithms to identify the best-suited technologies in the software engineering arena. Finally, we will identify some evaluation matrix to identify the e ectiveness of our proposed algorithms for real-life software requirements speci cation. Md. Mehedy Hasan Abid Rubaya Neshat Tanna Mahbubur Rahman Noyon Jahidul Hasan Masud Tahmina Akter B. Computer Science 2022-03-14T08:24:31Z 2022-03-14T08:24:31Z 2021 2021-09 Thesis ID 17101033 ID 17101204 ID 17101214 ID 17101418 ID 17301226 http://hdl.handle.net/10361/16453 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 23 pages application/pdf Brac University
institution	Brac University
collection	Institutional Repository
language	English
topic	Automate Integrating Extensive Identify Requirement engineering Software engineering NLP BERT Machine learning
spellingShingle	Automate Integrating Extensive Identify Requirement engineering Software engineering NLP BERT Machine learning Abid, Md.Mehedy Hasan Tanna, Rubaya Neshat Noyon, Mahbubur Rahman Masud, Jahidul Hasan Akter, Tahmina Automation requirements engineering using machine learning
description	This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.
author2	Akhond, Mosta jur Rahman
author_facet	Akhond, Mosta jur Rahman Abid, Md.Mehedy Hasan Tanna, Rubaya Neshat Noyon, Mahbubur Rahman Masud, Jahidul Hasan Akter, Tahmina
format	Thesis
author	Abid, Md.Mehedy Hasan Tanna, Rubaya Neshat Noyon, Mahbubur Rahman Masud, Jahidul Hasan Akter, Tahmina
author_sort	Abid, Md.Mehedy Hasan
title	Automation requirements engineering using machine learning
title_short	Automation requirements engineering using machine learning
title_full	Automation requirements engineering using machine learning
title_fullStr	Automation requirements engineering using machine learning
title_full_unstemmed	Automation requirements engineering using machine learning
title_sort	automation requirements engineering using machine learning
publisher	Brac University
publishDate	2022
url	http://hdl.handle.net/10361/16453
work_keys_str_mv	AT abidmdmehedyhasan automationrequirementsengineeringusingmachinelearning AT tannarubayaneshat automationrequirementsengineeringusingmachinelearning AT noyonmahbuburrahman automationrequirementsengineeringusingmachinelearning AT masudjahidulhasan automationrequirementsengineeringusingmachinelearning AT aktertahmina automationrequirementsengineeringusingmachinelearning
_version_	1814306998114582528

Automation requirements engineering using machine learning

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