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Enhancing classic transformation languages to support multi-level modeling

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As practical tools for disciplined multi-level modeling have begun to mature, the problem of supporting simple and efficient transformations to-and-from multi-level models to facilitate interoperability has assumed growing importance. The challenge is not only to support efficient transformations between multi-level models, but also between multi-level and two-level model content represented in traditional modeling infrastructures such as the UML and programming languages. Multi-level model content can already be accessed by traditional transformation languages such as ATL and QVT, but in a way that is blind to the ontological classification information they contain. In this paper, we present an approach for making rule-based transformation languages “multi-level aware” so that the semantics of ontological classification as well as linguistic classification can be exploited when writing transformations.

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  1. In this paper we use the term “ontology” to refer the collection of all the (domain) model elements across all the ontological levels within the \(L_1\) linguistic level.


  1. Asikainen, T., Männistö, T.: Nivel: a metamodelling language with a formal semantics. Softw. Syst. Model. 8(4), 521–549 (2009)

    Google Scholar 

  2. Atkinson, C., Kühne, T.: Rearchitecting the UML infrastructure. ACM Trans. Model. Comput. Simul. 12(4), 290–321 (2002)

    Google Scholar 

  3. Atkinson, C., Kühne, T.: Reducing accidental complexity in domain models. Softw. Syst. Model. 7(3), 345–359 (2008)

    Google Scholar 

  4. Atkinson, C., Muthig, D.: Component-based product-line engineering with the UML. In: Software Reuse: Methods, Techniques, and Tools. Lecture Notes in Computer Science. Springer (2002)

  5. Atkinson, C., Stoll, D.: Orthographic modeling environment. In: Fundamental Approaches to Software Engineering. Lecture Notes in Computer Science. Springer (2008)

  6. Atkinson, C., Gutheil, M., Kennel, B.: A flexible infrastructure for multilevel language engineering. IEEE Trans. Softw. Eng. 35(6), 742–755 (2009)

    Article  Google Scholar 

  7. Atkinson, C., Gerbig, R., Tunjic, C.: Towards multi-level aware model transformations. In: Hu, Z., de Lara, J. (eds.) Theory and Practice of Model Transformations, Lecture Notes in Computer Science, vol. 7307, pp. 208–223. Springer, Berlin (2012)

    Chapter  Google Scholar 

  8. de Lara, J., Guerra, E.: Deep meta-modelling with metadepth. In: Proceedings of the 48th International Conference on Objects, Models, Components, Patterns. pp. 1–20. TOOLS’10, Springer, Berlin (2010)

  9. Demuth, A., Lopez-Herrejon, R.E., Egyed, A.: Cross-layer modeler: a tool for flexible multilevel modeling with consistency checking. In: Proceedings of the 19th ACM SIGSOFT Symposium and the 13th European Conference on Foundations of Software Engineering. pp. 452–455. ESEC/FSE ’11, ACM, New York (2011)

  10. Eclipse Foundation: ATL Developer Guide—Regular VM.

  11. Eclipse Foundation: ATL/User guide—the ATL language.

  12. Gonzalez-Perez, C., Henderson-Sellers, B.: A powertype-based metamodelling framework. Softw. Syst. Model. 5, 72–90 (2006)

    Article  Google Scholar 

  13. Gronback, R.C.: Eclipse Modeling Project: A Domain-Specific Language (DSL) Toolkit, 1st edn. Addison-Wesley Professional (2009)

  14. Jouault, F., Allilaire, F., Bézivin, J., Kurtev, I.: Atl: a model transformation tool. Sci. Comput. Program. 72(1–2), 31–39 (2008)

    Article  MATH  Google Scholar 

  15. Jouault, F., Tisi, M.: Towards incremental execution of atl transformations. In: Tratt, L., Gogolla, M. (eds.) Theory and Practice of Model Transformations, Lecture Notes in Computer Science, vol. 6142, pp. 123–137. Springer, Berlin (2010)

  16. Kolovos, D.S., Paige, R.F., Polack, F.A.C.: Eclipse development tools for epsilon. In: In Eclipse Summit Europe, Eclipse Modeling Symposium (2006)

  17. Kolovos, D.S., Paige, R.F., Polack, F.A.C.: The epsilon object language (eol). In: Proceedings of the Second European Conference on Model Driven Architecture: Foundations and Applications. pp. 128–142. ECMDA-FA’06, Springer, Berlin (2006)

  18. Kolovos, D., Paige, R., Polack, F.: The epsilon transformation language. In: Vallecillo, A., Gray, J., Pierantonio, A. (eds.) Theory and Practice of Model Transformations, Lecture Notes in Computer Science, vol. 5063, pp. 46–60. Springer, Berlin (2008)

    Chapter  Google Scholar 

  19. Kurtev, Bézivin, J., Aksit, M.: Technological spaces: an initial appraisal. In: CoopIS, DOA’2002 Federated Conferences, Industrial Track. Irvine (2002)

  20. de Lara, J., Guerra, E.: Domain-specific textual meta-modelling languages for model driven engineering. In: Vallecillo, A., Tolvanen, J.P., Kindler, E., Strrle, H., Kolovos, D. (eds.) Modelling Foundations and Applications, Lecture Notes in Computer Science, vol. 7349, pp. 259–274. Springer, Berlin (2012)

    Chapter  Google Scholar 

  21. OMG—Object Management Group: Meta object facility (mof) 2.0 query/view/transformation specification., (2011)

  22. Sendall, S., Kozaczynski, W.: Model transformation: the heart and soul of model-driven software development. IEEE Softw. 20(5), 42–45 (2003)

    Google Scholar 

  23. Simons, P., Niemelá, I., Soininen, T.: Extending and implementing the stable model semantics. Artif. Intell. 138(1–2), 181–234 (2002)

    Article  MATH  Google Scholar 

  24. Steinberg, D., Budinsky, F., Paternostro, M., Merks, E.: EMF: Eclipse Modeling Framework, 2nd edn. Addison-Wesley Professional (2009)

  25. University of Mannheim—Software Engineering Group: MelanEE—Multi-Level Modeling And Ontology Engineering Environment.

  26. University of Mannheim—Software Engineering Group: nAOMi—opeN, Adaptable, Orthographic Modeling Environment.

  27. Volz, B., Jablonski, S.: Towards an open meta modeling environment. In: Proceedings of the 10th Workshop on Domain-Specific Modeling. pp. 17:1–17:6. DSM ’10, ACM, New York (2010)

  28. Volz, B., Zeising, S., Jablonski, S.: The open meta modeling environment. In: ICSE 2011 Workshop on Flexible Modeling Tools (FlexiTools 2011) (2011)

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Correspondence to Ralph Gerbig.

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Communicated by Prof. Juan de Lara and Prof. Zhenjiang Hu.

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Atkinson, C., Gerbig, R. & Tunjic, C.V. Enhancing classic transformation languages to support multi-level modeling. Softw Syst Model 14, 645–666 (2015).

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