Metamodelling in the information field

V. Ya. Tsvetkov; S. V. Shaytura; V. M. Feoktistova; A. M. Minitaeva; Y. P. Kozhaev; L. P. Belyu

V. Ya. Tsvetkov Research and Design Institute for Information Technology, Signalling and Telecommunications in Railway Transportation, Moscow, Russia https://orcid.org/0000-0003-1359-9799
S. V. Shaytura Russian University of Transport (MIIT), Moscow, Russia https://orcid.org/0000-0002-5621-5460
V. M. Feoktistova Russian State University of Tourism and Service, Moscow, Russia https://orcid.org/0000-0001-8880-8941
A. M. Minitaeva Bauman Moscow State Technical University, Moscow, Russia https://orcid.org/0000-0002-9197-4219
Y. P. Kozhaev Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia https://orcid.org/0000-0001-5138-1999
L. P. Belyu Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia https://orcid.org/0000-0002-6289-5650

Keywords: Modelling, information field, model, metamodel, information construction, artificial intelligence, information relations.

Abstract

The article studies metamodelling in the information field. Specifics of metamodelling are described. Three basic interpretations of metamodelling are shown. The features of metamodelling in information technologies and information field are presented. A functional difference between the information space and the information field is specified. The article studies metarelations in the information field. Three information situations characterizing metarelations are considered: sequence, transformation, and generalization. The differences in metarelations between an object and a metamodel and between a model and a metamodel are described. The article shows the relation scheme in the system "object – model – metamodel". The scheme of metatheory formation is presented. The principles of metamodelling in the information field are revealed. The article proves that a metamodel in the information field is a model of information construction. A new concept of information metamodelling is introduced.

Downloads

Download data is not yet available.

Author Biographies

V. Ya. Tsvetkov, Research and Design Institute for Information Technology, Signalling and Telecommunications in Railway Transportation, Moscow, Russia

Research and Design Institute for Information Technology, Signalling and Telecommunications in Railway Transportation, Moscow, Russia

S. V. Shaytura, Russian University of Transport (MIIT), Moscow, Russia

Russian University of Transport (MIIT), Moscow, Russia

V. M. Feoktistova, Russian State University of Tourism and Service, Moscow, Russia

Russian State University of Tourism and Service, Moscow, Russia

A. M. Minitaeva, Bauman Moscow State Technical University, Moscow, Russia

Bauman Moscow State Technical University, Moscow, Russia

Y. P. Kozhaev, Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia

Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia

L. P. Belyu, Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia

Russian State University of Physical Education, Sport, Youth and Tourism, Moscow, Russia

References

Atkinson, C., Kühne, T. (2001). The essence of multilevel metamodeling. International Conference on the Unified Modelling Language. Springer, Berlin, Heidelberg, 19-33.

Atkinson, C., Kuhne, T. (2003). Model-driven development: a metamodelling foundation. IEEE software, 20(5), 36-41.

Chekharin, E.E. (2014). Interpretatsiya informatsionnykh konstruktsii [Interpretation of information constructions]. Perspektivy nauki i obrazovaniya [Prospects for science and education], 6, 37-40.

Clear, J. (1990). Sistemologiya. Avtomatzatsiya resheniya sistemnykh zadach [Systemology. Automation of solving system tasks]. Moscow: Publishing house of foreign literature, 544.

Figueroa, E. (2014). Sociolinguistic metatheory. Pergamon, Elsevier, 224.

Goldblatt, R.I. (1974). Metamathematics of modal logic. Bulletin of the Australian Mathematical Society, 10(3), 479-480.

Hájek, P., Pudlák, P. (2017). Metamathematics of first-order arithmetic. Cambridge University Press, 457.

Hilbert, D., Bernais, P. (1979). Osnovaniya matematiki: Logicheskie ischisleniya i formalizatsiya arifmetiki [Foundations of mathematics: Logical calculations and formalization of arithmetic]. Moscow: Science, gGR FML, 560.

Hjørland, B. (1998). Theory and metatheory of information science: a new interpretation. Journal of documentation, 54(5), 606-621.

Kühne, T. (2006). Matters of (meta-) modelling. Software & Systems Modelling, 5(4), 369-385.

Kulagin, V.P. (2016). Georeferentsiya kak polevaya peremennaya [Georeference as a field variable]. Perspektivy nauki i obrazovaniya [Prospects for science and education], 6, 101-105.

Okhotnikov, A.L. (2017). Informatsionnyi morfizm v informatsionnom pole [Information morphism in the information field]. Perspektivy nauki i obrazovaniya [Prospects for science and education], 4(28), 7-11.

Ozhereleva, T.А. (2014). Systematics for information. European Researcher, 11/1(86), 1894-1900. DOI: 10.13187/er.2014.86. 1900

Robinson, A. (1963). Introduction to model theory and the metamathematics of algebra. North-Holland, 284.

Shaitura, S.V., Kozhaev, Yu.P., Ordov, K.V., Antonenkova, A.V., Zhenova, N.A. (2017). Performance evaluation of the electronic commerce systems. Espacios, 38(62), 11.

Shaitura, S.V., Kozhaev, Yu.P., Ordov, K.V., Vintova, T.A., Minitaeva, A.M., Feoktistova, V.M. (2018). Geoinformation services in a spatial economy. International Journal of Civil Engineering and Technology, 9(2), 829-841.

Tsvetkov, V.Ya. (2014a). Information field. Life Science Journal, 11(5), 551-554.

Tsvetkov, V.Ya. (2014b). Information Constructions. European Journal of Technology and Design, 3(5), 147-152.

Tsvetkov, V.Ya. (2014c). Worldview Model as the Result of Education. World Applied Sciences Journal, 31(2), 211-215.

Tsvetkov, V.Ya. (2014d). Information Units as the Elements of Complex Models. Nanotechnology Research and Practice, 1(1), 57-64.

Tsvetkov, V.Ya. (2017). Model informatsionnoi situatsii [Information situation model]. Perspektivy nauki i obrazovaniya [Prospects for science and education], 3(27), 13-19.

Wang, G.G., Shan, S. Review of metamodelling techniques in support of engineering design optimization. Journal of Mechanical design, 129(4), 370-380.