NDLI: Design Pattern Detection using inexact graph matching

Content Provider	IEEE Xplore Digital Library
Author	Gupta, M. Singh Rao, R. Tripathi, A.K.
Copyright Year	2010
Description	Author affiliation: Department of Computer Science, Faculty of Science, Banaras Hindu University, Varanasi, India (Gupta, M.; Singh Rao, R.) \|\| Department of Computer Engineering, Institute of Technology, Banaras Hindu University, Varanasi, India (Tripathi, A.K.)
Abstract	Design Patterns are proven solution to common recurring design problems. Design Pattern Detection is most important activity that may support a lot to re-engineering process and thus gives significant information to the designer. Knowledge of design pattern exists in the system design improves the program understanding and software maintenance. Therefore, an automatic and reliable design pattern discovery is required. Graph theoretic approaches have been used for design pattern detection in past. Here we are applying an algorithm which decomposes the graph matching process into K phases, where the value of K ranges from 1 to the minimum of the numbers of nodes in the two graphs to be matched. The effectiveness of this algorithm results from the use of small values of K, and significantly reduces the search and space and producing very good matching between graphs. The same algorithm we are here using for design pattern detection from the system design.
Starting Page	211
Ending Page	217
File Size	264055
Page Count	7
File Format	PDF
ISBN	9788183713696
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-12-27
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Kongu Engineering College
Subject Keyword	Algorithm design and analysis Image edge detection Unified modeling language Software algorithms Design pattern System analysis and design Error matching Matching Bijective Sub graph isomorphism UML Pattern matching Computational intelligence
Content Type	Text
Resource Type	Article

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