Skip to main content

Model Capsules for Research and Engineering Networks

  • Conference paper
  • First Online:
Book cover New Trends in Databases and Information Systems (ADBIS 2016)

Abstract

Multi-model utilisation is a common practice in many sciences, e.g. computer science. Coherence and co-evolution of models is however still an open problem. Multi-model approaches suffer however from the impedance mismatch due to differences in modelling languages. The collaboration approach is based on preservation of local models and on explicit association of derived sub-models. Each discipline has developed its specific know-how in modelling and model deployment. Models evolve in dependence on the progress of the research work. If a model or one of its sub-models has been exchanged with a team member then this evolution must also be applied to models of the partner if those sub-models are used elsewhere.

We develop a novel approach to multi-model development and utilisation, to common use and utilisation of models and modelling experience, to systematic assessment of models and systematic extraction of the potential and capacity of models for a research community, and to the co-evolution of model networks.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    This restriction can be weakened if additional identification auxiliaries are used.

References

  1. Börger, E., Stärk, R.: Abstract State Machines - A Method for High-Level System Design and Analysis. Springer, Berlin (2003)

    Book  MATH  Google Scholar 

  2. Coleman, A.: Scientific models as works. Cataloging Classif. Q. Spec. Issue: Works Entities Inform. Retrieval 33, 3–4 (2006)

    Google Scholar 

  3. Dahanayake, A., Thalheim, B.: Co-evolution of (information) system models. In: Bider, I., Halpin, T., Krogstie, J., Nurcan, S., Proper, E., Schmidt, R., Ukor, R. (eds.) BPMDS 2010 and EMMSAD 2010. LNBIP, vol. 50, pp. 314–326. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  4. Dirks, U., Knobloch, E. (eds.): Modelle. Peter Lang (2010)

    Google Scholar 

  5. Fleck, L.: Denkstile und Tatsachen. In: Werner, S., Zittel, C. (eds.) Surkamp (2011)

    Google Scholar 

  6. Fleischer, D., Jannaschk, K.: A path to filled archives. Nat. Geosci. 4, 575–576 (2011)

    Article  Google Scholar 

  7. Förster, F., Thalheim, B.: An effectual approach for a data and information management for humanists. Qual. Quant. Methods Libr. (QQML) 2, 121–128 (2012)

    Google Scholar 

  8. Gillett, N.P., Zwiers, F.W., Weaver, A.J., Hegerl, G.C., Allen, M.R., Stott, P.A.: Detecting anthropogenic influence with a multi-model ensemble. Geophys. Res. Lett. 29(20), 31–34 (2002)

    Article  Google Scholar 

  9. Goguen, J.: Three perspectives on information integration. In: Kalfoglou, Y., et al. (eds.): Semantic Interoperability and Integration. Dagstuhl Seminar Proceedings 04391 (2005)

    Google Scholar 

  10. Gray, J., eScience: A transformed scientific method. Technical report, Talk given Jan 11, Edited by Hey, T., Tansley, S., Tolle, K. (2007). http://research.microsoft.com/en-us/um/people/gray/talks/NRC-CSTB_eScience.ppt, Microsoft Research Publications

  11. Guerra, E., de Lara, J., Kolovos, D.S., Paige, R.F.: Inter-modelling: from theory to practice. In: Petriu, D.C., Rouquette, N., Haugen, Ø. (eds.) MODELS 2010, Part I. LNCS, vol. 6394, pp. 376–391. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  12. Halloun, I.A.: Modeling Theory in Science Education. Springer, Berlin (2006)

    Google Scholar 

  13. Holst, F.: Konzeptuelle Sichten. Master’s thesis, CAU Kiel, Institut für Informatik, Kiel, Juli 2015

    Google Scholar 

  14. Hunter, P.J., Li, W.W., McCulloch, A.D., Noble, D.: Multiscale modeling: physiome project standards, tools, and databases. IEEE Comput. 39(11), 48–54 (2006)

    Article  Google Scholar 

  15. Jaakkola, H., Thalheim, B.: Multicultural adaptive systems. In: Information Modelling and Knowledge Bases XXVI. Frontiers in Artificial Intelligence and Applications, vol. 272, pp. 172–191. IOS Press (2014)

    Google Scholar 

  16. König, H.: Protocol Engineering: Prinzip. Beschreibung und Entwicklung von Kommunikationsprotokollen. Teubner, Stuttgart (2003)

    Google Scholar 

  17. Lenz, H.-J., Thalheim, B.: A formal framework of aggregation for the OLAP-OLTP model. J. UCS 15(1), 273–303 (2009)

    MATH  MathSciNet  Google Scholar 

  18. Magnani, L., Carnielli, W., Pizzi, C. (eds.): Model-Based Reasoning in Science, Technology: Abduction, Logic, and Computational Discovery. Springer (2010)

    Google Scholar 

  19. Malzew, A.I.: Algebraic Systems. Nauka, Moscow (1970)

    Google Scholar 

  20. Pardillo, J.: A systematic review on the definition of UML profiles. In: Petriu, D.C., Rouquette, N., Haugen, Ø. (eds.) MODELS 2010, Part I. LNCS, vol. 6394, pp. 407–422. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  21. Pottmann, M., Unbehauen, H., Seborg, D.E.: Application of a general multi-model approach for identification of highly nonlinear processes - a case study. Int. J. Control 57(1), 97–120 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  22. Prochnow, S., von Hanxleden, R.: Statechart development beyond WYSIWYG. In: Engels, G., Opdyke, B., Schmidt, D.C., Weil, F. (eds.) MODELS 2007. LNCS, vol. 4735, pp. 635–649. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  23. Rumpe, B.: Modellierung mit UML. Springer (2012)

    Google Scholar 

  24. Salay, R., Mylopoulos, J., Easterbrook, S.: Using macromodels to manage collections of related models. In: van Eck, P., Gordijn, J., Wieringa, R. (eds.) CAiSE 2009. LNCS, vol. 5565, pp. 141–155. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  25. Schewe, K.-D., Thalheim, B.: Development of collaboration frameworks for web information systems. In: IJCAI 2007 (20th International Joint Conference on Artificial Intelligence, Section EMC 2007 (Evolutionary models of collaboration), pp. 27–32, Hyderabad (2007)

    Google Scholar 

  26. Skusa, M.: Semantische Kohärenz in der Softwareentwicklung. Ph.D. thesis, CAU Kiel (2011)

    Google Scholar 

  27. Skusa, M., Thalheim, B.: Kohärente Multi-Modell-Entwicklung. In: [31], pp. 431–454

    Google Scholar 

  28. Song, D., Bruza, P.: Discovering information flow using a high dimensional conceptual space. In: Research and Development in Information Retrieval, pp. 327–333 (2001)

    Google Scholar 

  29. Thalheim, B.: Entity-Relationship Modeling - Foundations of Database Technology. Springer, Berlin (2000)

    Book  MATH  Google Scholar 

  30. Thalheim, B.: The conceptual framework to multi-layered database modelling. In: Proceedings of the EJC, pp. 118–138, Maribor, Slovenia (2009)

    Google Scholar 

  31. Thalheim, B.: Towards a theory of conceptual modelling. J. Univers. Comput. Sci., 16(20), 3102–3137 (2010). http://www.jucs.org/jucs_16_20/towards_a_theory_of

  32. Thalheim, B.: The conceptual model \(\equiv \) an adequate and dependable artifact enhanced by concepts. In: Information Modelling and Knowledge Bases XXV. Frontiers in Artificial Intelligence and Applications, vol. 260, pp. 241–254. IOS Press (2014)

    Google Scholar 

  33. Thalheim, B., Nissen, I. (eds.): Wissenschaft und Kunst der Modellierung. De Gruyter, Ontos Verlag, Berlin (2015)

    Google Scholar 

  34. Tropmann, M.: Funktionale Integration heterogener Datenbanken. Master’s thesis, CAU Kiel, Institut für Informatik, Kiel, Januar 2008

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bernhard Thalheim .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Thalheim, B., Tropmann-Frick, M. (2016). Model Capsules for Research and Engineering Networks. In: Ivanović, M., et al. New Trends in Databases and Information Systems. ADBIS 2016. Communications in Computer and Information Science, vol 637. Springer, Cham. https://doi.org/10.1007/978-3-319-44066-8_21

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-44066-8_21

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-44065-1

  • Online ISBN: 978-3-319-44066-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics