Abstract
Applying Model-Driven Engineering (MDE) leads to the creation of a large number of metamodels, since MDE recommends an intensive use of models defined by metamodels. Metamodels with similar objectives are then inescapably created. A recurrent issue is thus to turn compatible models conforming to similar metamodels, for example to use them in the same tool. The issue is classically solved developing ad hoc model transformations. In this paper, we propose an approach that automatically detects mappings between two metamodels and uses them to generate an alignment between those metamodels. This alignment needs to be manually checked and can then be used to generate a model transformation. Our approach is built on the Similarity Flooding algorithm used in the fields of schema matching and ontology alignment. Experimental results comparing the effectiveness of the application of various implementations of this approach on real-world metamodels are given.
France Télécom R&D has supported this work (CPRE 5326).
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References
Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. VLDB J. 10(4), 334–350 (2001)
Shvaiko, P., Euzenat, J.: A survey of schema-based matching approaches. In: Spaccapietra, S. (ed.) Journal on Data Semantics IV. LNCS, vol. 3730, pp. 146–171. Springer, Heidelberg (2005)
Melnik, S., Garcia-Molina, H., Rahm, E.: Similarity flooding: A versatile graph matching algorithm and its application to schema matching. In: ICDE, pp. 117–128. IEEE Computer Society, Los Alamitos (2002)
Budinsky, F., Brodsky, S., Merks, E.: Eclipse Modeling Framework (2003)
Pottinger, R., Bernstein, P.A.: Merging models based on given correspondences. In: VLDB., pp. 826–873 (2003)
Levenshtein, V.: Binary codes with correction of deletions, insertions and substitution of symbols. Dokl. Akad. Nank. SSSR 163(4), 845–848 (1965)
Lopes, D., Hammoudi, S., Abdelouahab, Z.: Schema matching in the context of model driven engineering: From theory to practice. In: Advances in Systems, Computing Sciences and Software Eng., Netherlands, pp. 219–227. Springer, Heidelberg (2006)
Falleri, J.R.: Minjava (2008), http://code.google.com/p/minjava/
Triskell: Kermeta (2008), http://www.kermeta.org
Eclipse: UML2 EMF Plugin (2008), http://www.eclipse.org/uml2
Do, H.H., Melnik, S., Rahm, E.: Comparison of schema matching evaluations. In: Chaudhri, A.B., Jeckle, M., Rahm, E., Unland, R. (eds.) NODe-WS 2002. LNCS, vol. 2593, pp. 221–237. Springer, Heidelberg (2003)
Roser, S., Bauer, B.: An approach to automatically generated model transformations using ontology engineering space. In: Proceedings of Workshop on Semantic Web Enabled Software Engineering (SWESE) (2006)
Varró, D.: Model transformation by example. In: Nierstrasz, O., Whittle, J., Harel, D., Reggio, G. (eds.) MoDELS 2006. LNCS, vol. 4199, pp. 410–424. Springer, Heidelberg (2006)
Wimmer, M., Strommer, M., Kargl, H., Kramler, G.: Towards model transformation generation by-example. In: HICSS, p. 285. IEEE Computer Society, Los Alamitos (2007)
Lopes, D., Hammoudi, S., de Souza, J., Bontempo, A.: Metamodel matching: Experiments and comparison. In: ICSEA, p. 2. IEEE Computer Society, Los Alamitos (2006)
Fabro, M.D.D.: Metadata management using model weaving and model transformation. PhD thesis, Université de Nantes (2007)
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Falleri, JR., Huchard, M., Lafourcade, M., Nebut, C. (2008). Metamodel Matching for Automatic Model Transformation Generation . In: Czarnecki, K., Ober, I., Bruel, JM., Uhl, A., Völter, M. (eds) Model Driven Engineering Languages and Systems. MODELS 2008. Lecture Notes in Computer Science, vol 5301. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87875-9_24
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DOI: https://doi.org/10.1007/978-3-540-87875-9_24
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