Cognitive Modeling of Processes Related to Personnel Management in an Organization
- Authors: Avetisyan T.V.1,2, Lvovich K.I.2, Lvovich E.M.2, Preobrazhensky Y.P.2
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Affiliations:
- College of the Voronezh Institute of High Technologies
- Voronezh Institute of High Technologies
- Issue: Vol 14, No 1 (2024)
- Pages: 7-26
- Section: Articles
- Published: 31.03.2024
- URL: https://bakhtiniada.ru/2328-1391/article/view/299550
- DOI: https://doi.org/10.12731/2227-930X-2024-14-1-198
- EDN: https://elibrary.ru/OZTZVX
- ID: 299550
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Abstract
When managing organizations, it is necessary in many cases to implement personnel management procedures. The paper proposes to use the methodology of cognitive modeling. Then the most effective management decisions and scenarios for the development of events can be selected using the fact that concepts are distinguished that will characterize the current situation in a qualitative and quantitative way. In addition, estimates of the mutual influence of factors are considered. The method of cognitive modeling of the processes of managing the development of the organization's personnel is proposed. In the course of its implementation, cognitive maps are formed. A block diagram aimed at cognitive and simulation dynamic analysis and modeling is presented. The implementation of the development of strategies and forecasts of how the personnel of the organization will develop with the involvement of a cognitive approach is considered in the form of the presented analytical technology. Suggestions for an intelligent advising system are given. The functions that are designed to solve problems related to the development of the company's personnel are shown. In the results, based on the proposed approach, an illustration of the developed scheme of causal relationships in the analysis of violations of technological discipline is given. The results of the work can be useful in modeling and managing the work of personnel in corporate information systems.
About the authors
Tatiana V. Avetisyan
College of the Voronezh Institute of High Technologies; Voronezh Institute of High Technologies
Author for correspondence.
Email: vtatyana_avetisyan@mail.ru
ORCID iD: 0000-0003-3559-6070
project specialist VIVT
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian FederationKsenia I. Lvovich
Voronezh Institute of High Technologies
Email: Komkovvivt@yandex.ru
Teacher, Candidate of Technical Sciences
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian FederationEmma M. Lvovich
Voronezh Institute of High Technologies
Email: lvemma@vivt.ru
Junior Researcher in the Design Department, Candidate of Economic Sciences, Associate Professor
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian FederationYuri P. Preobrazhensky
Voronezh Institute of High Technologies
Email: petrovich@vivt.ru
Vice-Rector for Information Technology, Candidate of Technical Sciences, Docent
Russian Federation, 73a, Lenin Str., Voronezh, 394043, Russian FederationReferences
- Kozlov L.A. Cognitive modeling at the early stages of project activity. Barnaul: AltGTU, 2008, 246 p.
- Vlasova Yu.E., Kireev V.S. Cognitive modeling as a method of formation of the development methodology of the Internet of Things market company. Fundamental'nye issledovaniya [Fundamental Research], 2019, no. 6, pp. 49-55.
- Voronov A.A., Blinov R.A., Smirnov A.O., Ivanov P.T., Alexandrov A.A. Application of system analysis methods to improve the efficiency of transport enterprises. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2022, no. 1 (40), pp. 114-117.
- Gorelova G.V. Research of problems of the education system. Cognitive modeling. Obrazovatel'nye tekhnologii [Educational Technologies], 2018, no. 3. URL: https://cyberleninka.ru/article/n/issledovanie-problem-sistemy-obrazovaniya-kognitivnoe-modelirovanie
- Moiseev D.N., Preobrazhensky Y.P. Designing an online enrollment system and financial management for small business. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2022, no. 1 (40), pp. 79-81.
- Preobrazhenskiy Yu.P., Chuprinskaya Yu.L., Ruzhicky E. The problems of process control in computer systems. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2022, no. 1 (40), pp. 92-94.
- Prokhorova O.K., Mogunov I.V. Human capital as a source of sustainable competitive advantage of the organization. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2022, no. 2 (41), pp. 140-145.
- Prokhorova O.K., Kurshin I.A., Prokhorova A.E. Methodological approaches to the assessment of competitive advantages of the organization. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2022, no. 2 (41), pp. 146-150.
- Soboleva Y.I., Kostrova V.N. Organization of management processes at the industrial enterprise. Vestnik Voronezhskogo instituta vysokikh tekhnologiy [Bulletin of the Voronezh Institute of High Technologies], 2016, no. 3(18), pp. 121-124.
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