Bibliography: 1. Kulikova E. Yu., Balovtsev S.V. Risk control system for the construction of urban underground structures. IOP Conference Series: Materials Science and Engineering, 2020, 962(4), 042020. https://doi.org/10.1088/1757-899X/962/4/042020.
2. Kulikova E. Yu. Assessment of polymer materials environmental compatibility in underground development. Ecology and Industry of Russia, 20 (3), pp. 28-31. DOI: 10.18412/1816-0395-2016-3-28-31 [In Russ].
3. Pleshko M., Kulikova E., Nasonov A. Assessment of the technical condition of deep mine shafts. MATEC Web of Conferences, 2018, 239, 01021. https://doi.org/10.1051/matecconf/201823901021
4. Balovtsev S.V., Shevchuk R.V. Geomechanical monitoring of mine shafts in difficult ground conditions. MIAB. Mining Inf. Anal. Bull. 2018, no. 8, pp. 77–83. DOI: 10.25018/0236-1493-2018-8-0-77-83. [In Russ].
5. Skopintseva O.V., Balovtsev S.V. Evaluation of the influence of aerodynamic aging of production on aerological risks on coal mines. MIAB. Mining Inf. Anal. Bull. 2020;(6-1): 74-83. [In Russ]. DOI: 10.25018/0236-1493-2020-61-0-74-83.
6. Vlasov S.N., Makovskiy L.V., Merkin V.E., Kuplis A.E., Skarabeev V.F., Torgalov V.V. Avariynye situatsii pri stroitel’stve i ekspluatatsii transportnykh tonneley i metropolitenov. 2-e izd. [Accidents in transportation and subway tunnels, 2nd edition], Moscow, TIMR, 2000, 198 p.
7. Pwint Phyu Khine, Wang Zhao Shun. Big Data for Organizations: A Review. Journal of Computer and Communications, Vol. 5. No. 3, 2017, рр. 40–48.
8. Reis M., Gins G. Industrial process monitoring in the Big data/Industry 4.0 era: From detection, to diagnosis, to prognosis. Processes. 2017, no. 5, 35.
9. Potapova E.V. Expert-statistical approach to the analysis of geotechnical risks in the construction of metro facilities. OP Conference Series: Materials Science and Engineering, Volume 962, International Conference on Construction, Architecture and Technosphere Safety (ICCATS 2020) 6–12 September 2020, Sochi, RussiaCitation E.V. Potapova 2020 IOP Conf. Ser.: Mater. Sci. Eng. 962 042052
10. Potapova E.V. General problems of geotechnical risk management in terms of con-struction of vertical shafts in the Moscow subway. MIAB. Mining Inf. Anal. Bull. 2019;(10):44–54. [In Russ]. DOI: 10.25018/0236-1493-2019-10-0-44-54
11. Software User’s Guide. Oracle Big Data Appliance. [Electronic resource] Access mode – URL: https://docs.oracle.com/en/bigdata/big-data-appliance/5.1/bigug/concepts. html#GUID-26EBB1EB-3D08-4C65-8A37-ADAC1A6B92DD (request date: 10.06.2020).
12. An Enterprise Architect’s Guide to Big Data Reference Architecture Overview [Electronic resource] Access mode URL https://www.oracle.com/technetwork/topics/entarch/articles/oea-big-data-guide-1522052.pdf (request date: 10.06.2020).
13. Sukhobokov A.A. Lakhvich D.S. Vliyaniye instrumentariya Big Data na razvitiye nauchnykh distsiplin, svyazannykh s modelirovaniyem. Nauka i obrazovaniye: nauchnoye izdaniye MGTU im. Baumana [Influence of Big Data tools on the development of scientific disciplines related to modeling. Science and Education: scientific publication of MSTU. Bauman’s]. 2015, no 3, pp. 207–240. [In Russ].
14. Digital Russia: a new reality (2017 McKinsey report). [Electronic resource] Access mode. URL:https://www.mckinsey.com/~/media/mckinsey/locations/ europe%20and%20 middle%20east/russia/our%20insights/digital%20russia/digital-russia-report.ashx (request date: 10.06.2020).
15. Analytical review of the Big Data market. [Electronic resource]. Access mode. URL: https://habr.com/ru/company/moex/blog/256747/ (request date: 10.06.2020).
16. Petrov V.L. Training of mineral dressing engineers at Russian Universities. Tsvetnye Metally. 2017, no. 7, pp. 14–19. DOI: 10.17580/tsm.2017.07.02. [In Russ].
17. Puchkov L.A., Petrov V.L. The system of higher mining education in Russia. Eurasian Mining. 2017. no. 2. pp. 57–60. DOI: 10.17580/em.2017.02.14.
18. Petrov V.L. Federal training and guideline association on applied geology, mining, oil and gas production and geodesy. A new stage of government, academic community and industry cooperation. Gornyi Zhurnal. 2016, no. 9, pp. 115–119. DOI: 10.17580/ gzh.2016.09.23. [In Russ].
19. Petrov V.L., Krupin Yu. A., Kochetov A.I. Evaluation of professional education quality in mining and metallurgy: New approaches. Gornyi Zhurnal. 2016, no. 12, pp. 94–97. DOI: 10.17580/gzh.2016.12.19. [In Russ].