From Requirements Engineering to UML using Natural Language Processing – Survey Study

Author:

Dawood Omer Salih,Sahraoui Abd-El-Kader

Abstract

In the paper process of moving from software requirements to UML diagrams has been studied. It shows the importance of this process and discusses many comparative studies in the field. A questionnaire related to the study was distributed worldwide to many research groups, academia, and industry to know the current status of using requirement management tools, knowledge of using UML in software development, frequently used UML diagrams, and the methodology used to generate UML diagrams from requirements. The paper  emphasises  that there is a  need to do some important  research in the area of requirements NLP to obtain UML diagrams, and generalize process of using automatic or semi-automatic methodology to generate UML diagrams from requirements.

Publisher

European Open Access Publishing (Europa Publishing)

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. From text-based system specifications to UML diagrams: A bridge between words and models;2024 International Conference on Circuit, Systems and Communication (ICCSC);2024-06-28

2. Advances in automated support for requirements engineering: a systematic literature review;Requirements Engineering;2024-02-03

3. Natural Language to Unified Modeling Diagrams; A Deep Learning Approach;Lecture Notes in Networks and Systems;2024

4. A study of AI-based techniques for requirement analysis in software engineering;IV INTERNATIONAL SCIENTIFIC FORUM ON COMPUTER AND ENERGY SCIENCES (WFCES II 2022);2023

5. Bridging Research Fields: An Empirical Study on Joint, Neural Relation Extraction Techniques;Advanced Information Systems Engineering;2023

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