A framework for the generation of class diagram from text requirements using natural language processing
مقدم أطروحة جامعية
al-Harbiyah, Fatimah Bint Said Bin Sultan
مشرف أطروحة جامعية
al-Masadah, Shadi Rashid Ata Allah
الجامعة
جامعة الإسراء
الكلية
كلية تكنولوجيا المعلومات
القسم الأكاديمي
قسم هندسة البرمجيات
دولة الجامعة
الأردن
الدرجة العلمية
ماجستير
تاريخ الدرجة العلمية
2020
الملخص الإنجليزي
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.
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الموضوعات
عدد الصفحات
54
قائمة المحتويات
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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
لغة النص
الإنجليزية
نوع البيانات
رسائل جامعية
رقم السجل
BIM-988684
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر