Component Modeling for Classification and Retrieval : A Comparison of Previous Works
Recently, I am working on a small Lab. project about a novel approach for component storage and retrieval to assist component reuse in CBSD. In the domain analysis phase, some component modeling approaches were surveyed and compared. They were organized (ordered by publication year) in following table for anyone interested.
Works | Modeling Approach | Modeling Target | Classification Base | Retrieval Base |
[Ostertag1992] | Graph-based | Functional Property / Component Feature | AI-based / Component Feature ( Feature Distance ) | |
[Frakes1994] ( Survey Paper ) | Keyword Indexing | Component Characteristics | Controlled Vocabulary / Uncontrolled Vocabulary | Keyword/ Hypertext |
[Zaremski1995] | Signature-based | Function Types / User-defined Types | Signature Matching | Signature(Function Types/ User-defined Types) |
[Zaremski1997] | Specification-based | Component Behavior | Specification Matching | |
[Mili1997] | Specification-based | Functional Property / Component Feature | Functional Property / Component Feature | Specification |
[Henninger1997] | Text-based / Keyword Indexing | Component Characteristics | Predefined Categories / User-defined Categories | Keyword |
[Seacord1998] | Text-based | Component Interface | Component Interface | Content-based Keyword |
[Damiani1999] | Context-based Description | Component Characteristics | Component Behavioral Characteristics | |
[Inverardi2000] | Context-based | Component Behavior / Component Assumption | Component Behavior | |
[Plasil2002] | Text-based | Component Interface | Component Behavior/ Component Interface | |
[Chatzigeorgiou2003] | Graph-based | Message Exchange ( Component Function Call ) | Component Quality | |
[Vitharana2003] | Knowledge-based | Component Structural Characteristics / Component Functionality / Business Rules/ Component Role in Use | Abstraction Hierarchy / Component Role in Use | The Use of Component |
[Inoue2005] | Graph-based / Text-based | Component Association | Component Ranking / Content-based Similarity | Content-based Keyword |
It amazed me that the graph-based approach had been applied since 1992, although the approach in [Ostertag1992] was far from similar with recent researches.Most of them are functionality-based classification, only very few associated with non-funcitionall qualities. The knowledge-based approach seems to be an interesting direction based on these previous influential functionality-based approaches.
References
- [Seacord1998] R. C. Seacord, S. A. Hissam, and K. C. Wallnau, "Agora : A Search Engine for Software Components," IEEE Internet Computing, vol.6, no.2, pp.62-70, 1998
- [Chatzigeorgiou2003] A. Chatzigeorgiou, "Mathematical Assessment of Object-Oriented Design Quality," IEEE Transactions on Software Engineering, vol.29, No.11, pp.1050-1053, Nov. 2003
- [Plasil2002] F. Plasil and S. Visnovsky, "Behavior Protocols for Software Components," IEEE Transactions on Software Engineering, vol.28, No.11, pp.1056-1076, Nov. 2002
- [Inverardi2000] P. Inverardi, A. L. Wolf, and D. Yankelevich, "Static Checking of System Behaviors Using Derived Component Assumptions," ACM Transactions on Software Engineering and Methodology, vol.9, no.3, pp.239-272, July 2000
- [Zaremski1997] A. M. Zaremski and J. M. Wing, "Specification Matching of Software Components," ACM Transactions on Software Engineering and Methodology, vol.6, no.4, pp.333-369, Oct. 1997
- [Zaremski1995] A. M. Zaremski and J. M. Wing, "Signature Matching: A Tool for Using Software Libraries," ACM Transactions on Software Engineering and Methodology, vol.4, no.2, pp.146-170, April 1995
- [Mili1997] R. Mili, A. Mili, and R. T. Mittermeir, "Storing and Retrieving Software Components: A Refinement Based System," IEEE Transactions on Software Engineering, vol.23, No.7, pp.445-460, July 1997
- [Inoue2005] K. Inoue, R. Yokomori, T. Yamamoto, M. Matsushita, and S. Kusumoto, "Ranking Significance of Software Components based on Use Relations," IEEE Transactions on Software Engineering, vol.31, No.3, pp.213-225, March 2005
- [Damiani1999] E. Damiani, M. G. Fugini, and C. Bellettini, "Corrigenda: A Hierarchy-Aware Approach to Faceted Classification of Object-Oriented Components," ACM Transactions on Software Engineering and Methodology, vol.8, no.4, pp.425-472, Oct. 1999
- [Ostertag1992] E. Ostertag, J. Hendler, R. P. Díaz, and C. Braun, "Computing Similarity in a Reuse Library System: An AI-Based Approach," ACM Transactions on Software Engineering and Methodology, vol.1, no.3, pp.205-228, July 1992
- [Henninger1997] S. Henninger, "An Evolutionary Approach to Constructing Effective Software Reuse Repository," ACM Transactions on Software Engineering and Methodology, vol.6, no.2, pp.111-140, April 1997
- [Frakes1994] W. B. Frakes and T. P. Pole, "An Empirical Study of Representation Models for Reusable Software Components," IEEE Transactions on Software Engineering, vol.20, no.8, pp.617-630, August 1994
- [Vitharana2003] P. Vitharana, F. M. Zahedi, and H. Jain, "Knowledge-Based Repository Scheme for Storing and Retrieving Business Components: A Theoretical Design and Empirical Analysis," IEEE Transactions on Software Engineering, vol.29, no.7, pp.649-664, July 2003
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