Automated use case diagram generator using NLP and ML

TL;DR

This paper introduces an automated method for generating use case diagrams from user stories by leveraging NLP and ML techniques, aiming to streamline the design phase of software development and reduce manual effort.

Contribution

It presents a novel fully automated approach to create use case diagrams from user stories using NLP and ML, addressing existing manual and semi-automated limitations.

Findings

Successful automatic generation of use case diagrams from user stories

Reduction in time and effort for designing use case diagrams

Improved accuracy over manual methods

Abstract

This paper presents a novel approach to generate a use case diagram by analyzing the given user story using NLP and ML. Use case diagrams play a major role in the designing phase of the SDLC. This proves the fact that automating the use case diagram designing process would save a lot of time and effort. Numerous manual and semi-automated tools have been developed previously. This paper also discusses the need for use case diagrams and problems faced during designing that. This paper is an attempt to solve those issues by generating the use case diagram in a fully automatic manner.