A framework for the generation of class diagram from text requirements using natural language processing

Dissertant

al-Harbiyah, Fatimah Bint Said Bin Sultan

Thesis advisor

al-Masadah, Shadi Rashid Ata Allah

University

Isra University

Faculty

Faculty of Information Technology

Department

Department Software Engineering

University Country

Jordan

Degree

Master

Degree Date

2020

English Abstract

The software development scheme starts with identifying the requirements for the analysis and starts the development processes.

The requirements' process levels begin from analyzing the requirements to sketch the program's design, which is an essential task for programmers and software engineers.

Also, many errors will occur during the requisite analysis cycle before transferring to other stages, which leads to a higher cost of the process than the initial particularized process.

The motivation behind this is because of the designations of software requirements created in the natural language.

To minimize these errors, we can transfer the software requirements to a computerized form using the UML diagram.

To overcome the mentioned problem, a device has been produced.

Plans can provide semi-automatized aid for designers to offer a UML class version from software program specifications using natural language processing techniques.

The proposed method outlines the class diagram in a known configuration and, additionally, figures out the relationship between the instruction and the class diagram.

In this research, we aim to enhance the procedure of producing the UML diagrams by utilizing the natural language, which will help the software developers analyze the software requirements with fewer errors and efficient way.

The proposed approach will use the parser analysis and Part of Speech (POS) tagger to analyze the user requirements entered by the user in the English language.

Next, select the verbs, phrases, etc.

from the user's text.

The obtained results confirmed that the proposed method got more reliable results than other techniques published in the literature.

The proposed approach provides a better analysis of the given requirements and better diagrams, while also helping the software engineers.

Main Topic

Information Technology and Computer Science

No. of Pages

54

Table of Contents

Table of contents.

Abstract.

Chapter One : Introduction.

Chapter Two : Related work.

Chapter Three : The proposed method.

Chapter Four : Experiments and results.

Chapter Five : Conclusion and future work.

References.

American Psychological Association (APA)

al-Harbiyah, Fatimah Bint Said Bin Sultan. (2020). A framework for the generation of class diagram from text requirements using natural language processing. (Master's theses Theses and Dissertations Master). Isra University, Jordan
https://search.emarefa.net/detail/BIM-988684

Modern Language Association (MLA)

al-Harbiyah, Fatimah Bint Said Bin Sultan. A framework for the generation of class diagram from text requirements using natural language processing. (Master's theses Theses and Dissertations Master). Isra University. (2020).
https://search.emarefa.net/detail/BIM-988684

American Medical Association (AMA)

al-Harbiyah, Fatimah Bint Said Bin Sultan. (2020). A framework for the generation of class diagram from text requirements using natural language processing. (Master's theses Theses and Dissertations Master). Isra University, Jordan
https://search.emarefa.net/detail/BIM-988684

Language

English

Data Type

Arab Theses

Record ID

BIM-988684