Alma Mater
ISSN 1026-955X
Vestnik Vysshey Shkoly (Higher School Herald)
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Mind-monitoring of publication activity of teaching staff of university

S.P. Sazonov, N.I. Lomakin, A.A. Polyanskaya
80,00 ₽


S.P. Sazonov is Dr.Sci. (Economy), prof., head of sub-faculty e-mail:; N.I. Lomakin is Cand.Sci. (Economy), doc. e-mail:; and A.A. Polyanskaya is assistant of sub-faculty e-mail: at Volgograd State Technical University


Researched are problems of using of the system of artificial intellect (MIND), allowing to carry out on-line monitoring of publication activity of teachers of sub-faculty. Elaborated neural network allows to monitor activity of teachers on the base of processing of such indicators, as academic degree, publications of journal articles, citation, Hirsch index, and others. The author’s hypothesis has been put forward and proved, that on the basis of the neural network of “Kohonen map” might be possible successfully to carry out on-line MIND monitoring of publication activity of faculty members at university.

Key words: higher education, neural network, MIND-monitoring, publication activity, Kohonen map, Hirsch index.



1. Sazonov, S.P. AI-system of on-line control over the publication activity of teachers of the department in the conditions of global digitalization of business processes. In: Information Society and e-Learning, Information Technologies and Electronic Business. Nizhny Novgorod, 2017. Pp. 44–55.

2. Lomakin, N.I. Quantization of data on the dynamics of the global economic landscape by an artificial intelligence system. In the world of scientific discoveries. 2017. No. 2-2. Pp. 29–31.

3. Fedotov, A.V. Analysis of effectiveness of mechanisms to stimulate the publication activity of Russian scientists. University management: practice and analysis. 2013. No. 1 (83). Pp. 60–69.

4. Moskovkin, V.M. Identification of launch of measures to stimulate the publication activity at the country level using the SCIMAGO platform. Alma mater (Vestnik vysshei shkoly). 2013. No. 12. Pp. 92–95.

5. Konstantinov, I.S. Organizational and economic mechanism for stimulating university publication activity at the federal level. University Management: Practice and Analysis. 2013. No. 6 (88). Pp. 34–40.

6. Rudakov, O.B. Stimulation of the Public Activity of Scientific and Pedagogical Workers. Voronezh, 2015.

7. Digital Economy and Financial Technologies: Problems and Prospects. URL:

8. Comparative analysis of publication activity of Russian federal and national research universities conducted in reliance on web of science and Scopus dstabases. URL: handle/123456789/14848

9. Arzamastsev, A.A. The use of methods of mathematical modeling and artificial intelligence to assess the activities of scientists. Bulletin of the State Technical University. 2008. Vol. 13. Iss. 4. Pp. 301–312.

10. Self-organizing_Kokhonen Cart. URL:

11. Analysis of Publication Activity in the Field of Biomedical Engineering in 2003-2012. Biomedical Engineering. 2014. No. 1. P. 18.

12. Analysis of Trends in Authors Publication Activities. URL: