A Pattern Mining Approach for Identifying Identical Design Structures in Object Oriented Design Model

Vijayalakshmi MM

Title:
A Pattern Mining Approach for Identifying Identical Design Structures in Object Oriented Design Model

Authors:
Vijayalakshmi MM
DOI:
https://doi.org/10.31142/ijtsrd7177

Cite This Article :

Vijayalakshmi MM "A Pattern Mining Approach for Identifying Identical Design Structures in Object Oriented Design Model" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-1, December 2017, pp.1115-1123, URL: https://www.ijtsrd.com/papers/ijtsrd7177.pdf

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Abstract :
Object-oriented design patterns are frequently used in real-world applications. Detection of design patterns is essential for comprehension of the intent and design of a software project. This paper presents a graph-mining approach for detecting design patterns. Our approach is based on searching input design patterns in the space of model graph of the source code by isomorphic sub-graph search method. We developed a tool called DesPaD to apply our pattern detection approach in an automated-way. We successfully detected 23 GoF design patterns in the demo source code of the Applied Java Patterns book and also obtained encouraging results out of our experiments that we conducted on JUnit 3.8, JUnit 4.1 and Java AWT open source projects.

Keywords :
Software project, design pattern, subgraphs mining, object-oriented

Publication Details:

Unique Identification Number : IJTSRD7177

Published In : Volume-2 | Issue-1, December 2017

Page Number(s) : 1115-1123

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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