Preview

Open Education

Advanced search

The method of formation of skills of simulation modeling the it professional

https://doi.org/10.21686/1818-4243-2019-1-4-13

Abstract

 

Purpose of the study. The aim is to create a technique targeted at the development of simulation skills in higher education environment, where students are competent in applying information technologies in economics. The relevance of the research lies in the fact that the existing methodological developments often focus on a specific software tool or methodology that cannot respond to all economic problems. A specialist in simulation modeling should possess integrative interdisciplinary knowledge from related scientific fields, for example, probability theory and mathematical statistics, higher mathematics, be familiar with other methods of solving economic problems: linear, nonlinear, dynamic programming, optimization; show proficiency in structural and functional analysis; be able to explore complex processes and systems comprehensively.

Materials and methods. The following pedagogical approaches and teaching methods were implemented in this research:
● a systematic approach to solving complex problems based on the modelling economic objects as systems operating in a certain environment,
● activity approach to develop students’ professional competences in the process of creation, debugging and optimization of computer
models of economic systems;
● problem teaching method in the framework of research and analysis of educational problems of the subject area;
● implemented interactive teaching methods;
● multimedia methods in the content of teaching materials of the discipline, including electronic manuals, educational videos, as well as multimedia presentations.
The research also utilized information technologies, in which computers, communication equipment and software environments are:
● means to provide educational material to students for the transfer of knowledge;
● tools for designing, developing and conducting simulation experiments. In addition, we used the following special professional technologies, methods and tools in the process of teaching students:
● structural and functional modeling methodology;
● discrete-event approach to simulation methodology;
● special software for development and research of simulation models of economic processes and systems: Arena 15.0, AnyLogic 8.3.2.


According to the requirements of the new educational standards, the student must master a sufficiently large amount of general cultural, professional and specialized competencies included in the curriculum. The application of the proposed approaches and methods allows to provide effective development of skills of simulation modeling of educational programs for bachelors of «Applied Informatics» and «Business Informatics».

Results. The study created a method of teaching students the skills of simulation modeling. The research also established the model of formation of readiness of the IT specialist to the development of simulation models of economic processes and systems in higher school. We also identified important methodological conditions for the formation of professional competencies of students in the field of modeling, such as:
● application of a systematic approach to the analysis of domain problems, as well as for the synthesis of mathematical simulation models of business processes and economic systems;
● practical orientation of the content of training (selection and research in the educational process of the most characteristic, typical problems of the economy);
● integration of interdisciplinary knowledge, methods and approaches to solve complex problems.

Conclusion. The method can equip students with skills of simulation modeling with various areas of practical application. First, this technique can be used by university students who are engaged in pursuing practical skills and basic system knowledge in the field of simulation. Secondly, teachers can use it, conducting courses: “Computer modeling”, “Mathematical and simulation modeling”, “Modeling of processes and systems” in the educational process of the University to improve the professional competence of students training simulation modeling. Third, the outcomes may be of interest to managers of educational programs in the areas of: “Applied Informatics”, “Business Informatics”, etc. to improve the structure and sequence of disciplines of competence-oriented curricula. Finally, the application of the proposed methodology in the educational process of the University will enhance professional expertise of young specialists and undoubtedly address the needs of potential employers.

About the Authors

E. N. Guseva
Nosov Magnitogorsk State Technical University, Magnitogorsk
Russian Federation
Elena N. Guseva

Tel.: +7(952)518-98-05



I. Y. Efimova
Nosov Magnitogorsk State Technical University, Magnitogorsk
Irina Y. Efimova

Tel.: +7(902)866-02-51



T. N. Varfolomeeva
Nosov Magnitogorsk State Technical University, Magnitogorsk
Tatyana N. Varfolomeeva

Tel.: +7(904)804-47-95



References

1. Portal Federal’nykh gosudarstvennykh obrazovatel’nykh standartov vysshego obrazovaniya = Portal of federal state educational standards of higher education. [Internet]. Available from: fgosvo.ru/fgosvo (In Russ.)

2. FGOS VO napravleniye podgotovki 09.03.03 prikladnaya informatika = FGOS VO the direction of training 09.03.03 applied informatics [Internet]. Available from: http://www.vsei.ru/downloads/vsei/uuvr/090303/090303-os.pdf (In Russ.)

3. Tsifrovaya ekonomika Rossiyskoy Federatsii = Digital economy of the Russian Federation. [Internet]. Available from: http://static.government.ru/media/files/9gFM4FHj4PsB79I5v7yLVuPgu4bvR7M0.pdf (In Russ.)

4. Glavnyye strategicheskiye trendy v razvitii IT v 2019 godu = The main strategic trends in IT development in 2019. [Internet]. Available from: https://www.crn.ru/news/detail.php?ID=131673 (In Russ.)

5. Strategiya razvitiya otrasli informatsionnykh tekhnologiy v Rossiyskoy Federatsii na 2014 - 2020 gody i na perspektivu do 2025 goda = The strategy of the information technology industry development in the Russian Federation for 2014–2020 and for the perspective until 2025. [Internet]. Available from: http://static.government.ru/media/files/41d49f3cb61f7b636df2.pdf. (In Russ.)

6. IT v 2019 godu: shest’ tendentsiy, kotoryye ozhidayut predpriyatiya = IT in 2019: six trends that enterprises expect [Internet]. Available from: https://www.itweek.ru/digitalization/article/detail.php?ID=204313 (In Russ.)

7. Vygotskiy L.S. Psikhologiya razvitiya cheloveka = Psychology of human development. Moscow: Meaning; Eksmo. 2005. 1136 p. (In Russ.)

8. Zankov L. V. Izbrannyye pedagogicheskiye Trudy = Selected pedagogical works. Moscow: Pedagogy; 1990. 424 p. (In Russ.)

9. Luriya A. R. Lektsii po obshchey psikhologii = Lectures on General Psychology. Saint Petersburg: Piter. 2006. 320 p. (In Russ.)

10. Davydov V.V. Problemy razvivayushchego obucheniya: Opyt teoreticheskogo i eksperimental’nogo psikhologicheskogo issledovaniya = Problems of developmental learning: The experience of theoretical and experimental psychological research. Moscow: Pedagogy; 1986. 240 p. (In Russ.)

11. Ershov A: Monakhov V.M., Beshenkov P.A. Osnovy informatiki i vychislitel’noy tekhniki = Fundamentals of Informatics and Computing Techniques Moscow: Enlightenment; 1985. 96 p. (In Russ.)

12. Geyn A.G., Senokosov A.I., YUnerman N.A. Informatika i informatsionnyye tekhnologii: kn.dlya uchitelya: metod. rek. = Informatics and information technologies: for teachers: method. rec. Moscow: Enlightenment; 2008. 192 p. (In Russ.)

13. Lapchik M.P., Semakin I.G., KHenner E.K. et al. Teoriya i metodika obucheniya informatike = Theory and methods of teaching computer science. Moscow: 2008. 592 p. (In Russ.)

14. Robert I.V. Sovremennyye informatsionnyye tekhnologii v obrazovanii: didakticheskiye problemy, perspektivy ispol’zovaniya = Modern information technologies in education: didactic problems, prospects for use. Moscow: IIO RAO; 2010. 140 p. (In Russ.)

15. Monakhov V.M., Bakhusova E.V. Technology implementation of competence-based approach in the training of IT professionals. Materialy mezhd. nauch.-prakt. konf. «Sovremennyye informatsionnyye tekhnologii i IT-obrazovaniye» = Materials of the Int. scientific-practical conf. «Modern information technology and IT education». Moscow: INTUIT.RU; 2009. (In Russ.)

16. W. David Kelton Simulation with Arena, 5th Edition by W. David Kelton, Randall P. Sadowski, Nancy B. Swets Rockwell Automation McGraw-Hill. 2010. (In Russ.)

17. Borshchev A.V. Imitatsionnoye modelirovaniye: sostoyaniye oblasti na 2015 god, tendentsii i prognoz = Simulation: the state of the region in 2015, trends and forecast. Saint Petersburg: IMMOD; 2015. (In Russ.)

18. Volkova V.N., Denisov A.A. Osnovy teorii sistem i sistemnogo analiza = Fundamentals of the theory of systems and systems analysis. Saint Petersburg: Publishing House of St. Petersburg State Technical University. 2001. 512 p. (In Russ.)

19. Monakhov S.V., Savinykh V.P., Tsvetkov V.YA. Metodologiya analiza i proyektirovaniya slozhnykh sistem = Methodology of analysis and design of complex systems. Moscow: Enlightenment; 2005. 264 p. (In Russ.)

20. Slastenin V.A., Isayev I.F., SHiyanov E.N. Pedagogika: ucheb. posob. = Pedagogy: tutorial Moscow: Publishing Center «Academy»; 2002. 576 p. (In Russ.)

21. Guseva E.N. Modelirovaniye makroekonomicheskikh protsessov: ucheb. posobiye. = Modeling macroeconomic processes: tutorial. Moscow: Flinta; 2014. 214 p. (In Russ.)

22. Guseva E.N., Efimova I.YU., Varfolomeyeva T.N., Movchan I.N. Discrete event simulation modelling of patient service management with Arena. International Conference Information Technologies in Business and Industry 2018. IOP Publishing IOP Conf. Series: Journal of Physics: Conf. Series 1015. 2018. [Internet]. Available from: http://iopscience.iop.org/article/10.1088/1742-6596/1015/3/032095/pdf

23. Efimova I.YU., Varfolomeyeva T.N. Komp’yuternoye modelirovaniye. Sbornik prakticheskikh rabot = Computer modelling. Collection of practical work. Moscow: 2014. (In Russ.)

24. Sovetov B. YA., YAkovlev P. A. Modelirovaniye sistem. 7-e izd. = Modeling of systems. 7th ed. Moscow: Yurayt Publishing House; 2012. 343 p. (In Russ.)

25. Tarzanov V.V. Komp’yuternyye tekhnologii. Metody i sredstva informatsionnykh tekhnologiy modelirovaniya i optimizatsii biznes-protsessov = Computer techologies. Methods and means of information technology modeling and optimization of business processes. Saint Petersburg: SPGIEU; 2011. 162 p. (In Russ.)

26. KHanova A.A. Bondareva I.O. Imitatsionnoye modelirovaniye biznes-protsessov = Simulation modeling of business processes. Astrakhan’: Publishing House ASTU. 2016. 280 p. (In Russ.)

27.


Review

For citations:


Guseva E.N., Efimova I.Y., Varfolomeeva T.N. The method of formation of skills of simulation modeling the it professional. Open Education. 2019;23(1):4-13. (In Russ.) https://doi.org/10.21686/1818-4243-2019-1-4-13

Views: 1292


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1818-4243 (Print)
ISSN 2079-5939 (Online)