Applying AI Technique to Automate Partially the Software Analysis and Design Phases

Philippine Information Technology Journal

Artiaga, Pam Claudine C.¹  Lao, Demelo K.¹ 

关键词: Automation;    software analysis;    design;    natural language processing;    AI technique.;   

DOI  :  10.3860/pitj.v2i2.2557

学科分类：计算机科学（综合）

来源: Philippine Society of Information Technology Educators

【 摘 要 】

A software prototype, “AutomatedSAD”, which automates the requirements specification task, is presented. From a software requirements specification written as narrative text input or sentences, the software generates use-case diagrams, which in turn serves as input for the generation of class diagrams. For input that conforms to our imposed rules in sentence structure, the software generates correctly use-case diagrams with a success rate of 85%. However, for input that does not follow our specified sentence structure, the success rate was only around 48%. The development of this software demonstrates successfully the application of an Artificial Intelligence (AI) technique, Natural Language Processing (NLP), in the automation of the requirements specification task of software engineering.

【 授权许可】

Unknown