A new method for design pattern mining

Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Volumn 3, Issue , 2004, Pages 1755-1759

  Zhang, Zhi Xiang ^a   Li, Qing Hua ^a   Ben, K E Rong ^b  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b NAVAL UNIVERSITY OF ENGINEERING   (China)

Author keywords

Design pattern Mining; Graph; Isomorphism; Reverse Engineering

Indexed keywords

AGGLOMERATION; ALGORITHMS; C (PROGRAMMING LANGUAGE); COMPUTER SOFTWARE REUSABILITY; GRAPH THEORY; OBJECT ORIENTED PROGRAMMING; PROBLEM SOLVING; REVERSE ENGINEERING;

ARTIFACTS; DESIGN PATTERN MINING; GRAPH ISOMORPHISM; SOFTWARE REUSE;

DATA MINING;

EID: 6344282466     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Jacobson, I., Griss, M., Jonsson, P.: Software Reuse : Architecture, Process and Organization for Business Success. Addison Wesley (1997)
2. E. Gamma, R. Helm, R. Johnson, and J. Vlissides. "Design Patterns". Addison Wesley, 1995.
3. Bansiya, J.: Automatic Design-Pattern Identification. Dr. Dobb's Journal, (1998). Available online at http://www.ddj
4. Brown, K.: Design reverse-engineering and automated design pattern detection in SmallTalk. Master's thesis, Department of Computer Engineering, North Carolina State University, (1996). Available online at http://www.ncsu.edu/
5. Keller, R. K., Schauer, R. Robitaille, S., Page, P.: Pattern-based reverse engineering of design components. In Proc. Of the 21st International Conference On Software Engineering, pages 226-235, IEEE Computer Society Press (1999).
6. Kraemer, Ch., Prechelt, L.:Design recovery by automated search for structural design patterns in object-oriented software", In Proc. of the Working Conference on Reverse Engineering, pp. 208-215 (1996)
7. Bergenti, F., Poggi, A.:. Improving UML design using automatic design pattern detection. In Proc. 12th. International Conference on Software Engineering and Knowledge Engineering (SEKE 2000), pp. 336-343 (2000).
8. Antoniol, G., Fiutem, R.; Cristoforetti, L.: Design pattern recovery in objectoriented software. In 6th International Workshop on Program Comprehension, pp. 153-160, June (1998).
9. Niere, J., Wadsack, J. P., Wendehals, L.: Design pattern recovery based on source code analysis with fuzzy logic", Technical Report tr-ri-01-222, University of Paderborn, (2001). Available online.
10. Kim, H., Boldyreff, C.: A method to recover design patterns using software product metrics. In Proc. of the 6th International Conference on Software Reuse (ICSR6), (2000).
11. Forrest Shull, Walcélio L., Melo, Victor, Basili, R.: An inductive method for discovering design patterns from object-oriented software systems", Technical Report UMIACS-TR-96-10, University of Maryland (1996)
12. Kraemer, Ch., Prechelt, L. Design recovery by automated search for structural design patterns in object-oriented software, In Proc. of the Working Conference on Reverse Engineering, pp. 208-215 (1996)
13. Bergenti, F., Poggi, A. Improving UML design using automatic design pattern detection. In Proc. 12th. International Conference on Software Engineering and Knowledge Engineering (SEKE 2000), pp. 336-343 (2000).
14. Antoniol, G., Fiutem, R. Cristoforetti, L.: Design pattern recovery in object-oriented software. In 6th International Workshop on Program Comprehension, pp. 153-160, June (1998).
15. Bruno T. Messmer and Horst Bunke, Efficient Subgraph Isomorphism Detection:A Decomposition Approach. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 12, NO. 2, MARCH/APRIL 2000 p307-323