1. bookVolume 28 (2020): Issue 2 (June 2020)
Journal Details
License
Format
Journal
eISSN
2450-5781
First Published
30 Mar 2017
Publication timeframe
4 times per year
Languages
English
access type Open Access

Cognitive Technologies in the Management and Formation of Directions of the Priority Development of Industrial Enterprises

Published Online: 26 May 2020
Volume & Issue: Volume 28 (2020) - Issue 2 (June 2020)
Page range: 133 - 138
Received: 01 Jan 2020
Accepted: 01 Mar 2020
Journal Details
License
Format
Journal
eISSN
2450-5781
First Published
30 Mar 2017
Publication timeframe
4 times per year
Languages
English
Abstract

The possibilities of using cognitive technologies in the organization of systematic industrial enterprise management are described in the article. Strategic links are defined in the development of a system of stochastic models of enterprise management based on artificial intelligence. The possibility of introduction of the Perceptron model in the industrial enterprise management with the purpose of identification of “bottlenecks” in the functionality of business activity and improvement of procedures of decision-making in the framework of creation of the program of development and technical re-equipment of the enterprise is proven. The authors offered an organizational and economic mechanism of operation of an industrial enterprise, which includes new means of implementation of managerial actions through the use of a matrix of assessment of the level of implementation of cognitive technologies. The method of determining priority directions for the implementation of cognitive technologies at an enterprise was developed based on the results of the assessment of the depth of penetration of cognitive technologies and the result obtained from their implementation, which additionally takes into account the resource ratio of the implemented technologies defined as the ratio of estimates of the actual level of competencies to what is needed to work with new cognitive technologies, which allows to obtain the planned economic and organizational effect.

Keywords

[1] F.R. David. Strategic Management. Concepts and Cases. Harlow: Pearson Education Ltd., 2013.Search in Google Scholar

[2] G. Deco and B. Schermann. “A hierarchical neural system with attentional top-down enhancement of the spatial resolution for object recognition”. Vision Research, vol. 40, no. 20, pp. 2845-2859, 2000.Search in Google Scholar

[3] I. Hofacker and R. Vetschera. “Algorithmical approaches to business process design”. Computers & Operations Research, no. 28, pp. 1253-1275, 2001.Search in Google Scholar

[4] I. Kudelska and K. Kudelska. “Zarządzanie magazynem z wykorzystaniem sieci neuronowych”, in Rozwój i doskonalenie funkcjonowania organizacji. P. Pypłacz and D. Dudek, Eds. Częstochowa: Wydawnictwo Wydziału Zarządzania Politechniki Częstochowskiej, 2016, pp. 120-131.Search in Google Scholar

[5] J. Łęski. Systemy neuronowo-rozmyte. Warszawa: Wydawnictwo Naukowo Techniczne, 2008.Search in Google Scholar

[6] V. Makedon, S. Drobyazko, H. Shevtsova, O. Maslosh, M. Kasatkina. “Providing security for the development of high-technology organizations”. Journal of Security and Sustainability Issues, vol. 8, no. 4, pp. 757-772, 2019.10.9770/jssi.2019.8.4(18)Search in Google Scholar

[7] S. J. Russell and P. Norvig. Artificial intelligence: a modern approach. Third Edition. Malaysia; Pearson Education Limited, 2016.Search in Google Scholar

[8] J. Schmidhuber. “Deep learning in neural networks: An overview”. Neural Networks, vol. 61, no. 1, pp. 85-117, 2015.10.1016/j.neunet.2014.09.003Search in Google Scholar

[9] Stanford University. “One Hundred Year Study on Artificial Intelligence (AI100). Defining AI”, https://ai100.stanford.edu/2016-report/section-iwhat-artificial-intelligence/defining-ai. [Dec. 18, 2019].Search in Google Scholar

[10] Z. Stęgowski. Sztuczne sieci neuronowe, Kraków: Wydawnictwo Naukowo-Techniczne, 2004.Search in Google Scholar

[11] I.G. Vaccaro, J.J. Jansen, F.A. Van Den Bosch, and H.W. Volberda. “Management innovation and leadership: The moderating role of organizational size”. Journal of Management Studies, vol. 49, no. 1, pp. 28-51, 2012.10.1111/j.1467-6486.2010.00976.xSearch in Google Scholar

[12] M. Varmus. “Comparison of Selected Concepts Strategies”. In: Theory of Management. Part 1. EDIS: University of Zilina, 2009.Search in Google Scholar

[13] M. Wauters, M. Vanhoucke. “A comparative study of Artificial Intelligence methods for project duration forecasting”. Expert Systems with Applications, no. 46, pp. 249-261, 2015.10.1016/j.eswa.2015.10.008Search in Google Scholar

[14] V. Boiko, A. Kwilinski, M. Misiuk, L. Boiko. “Competitive advantages of wholesale markets of agricultural products as a type of entrepreneurial activity: the experience of Ukraine and Poland”. Economic Annals-XXI, vol. 175, no. 1-2, pp. 68-72, 2019. https://doi.org/10.21003/ea.V175-1210.21003/ea.V175-12Search in Google Scholar

[15] Y. Bilan, T. Vasilyeva, O. Lyulyov, T. Pimonenko. “EU vector of Ukraine development: Linking between macroeconomic stability and social progress”. International Journal of Business and Society, vol. 20, no. 2, pp. 433-450, 2019.Search in Google Scholar

[16] T. Vasylieva, S. Lyeonov, O. Lyulyov, K. Kyrychenko. “Macroeconomic stability and its impact on the economic growth of the country. Montenegrin Journal of Economics, vol. 14, no. 1, pp. 159-170, 2018.10.14254/1800-5845/2018.14-1.12Search in Google Scholar

[17] N. Dalevska, V. Khobta, A. Kwilinski, S. Kravchenko. “A model for estimating social and economic indicators of sustainable development. Entrepreneurship and Sustainability Issues, vol. 6, no. 4, pp. 1839-1860, 2019. https://doi.org/10.9770/jesi.2019.6.4(21)10.9770/jesi.2019.6.4(21)Search in Google Scholar

[18] A. Кwilinski. “Mechanism of modernization of industrial sphere of industrial enterprise in accordance with requirements of the information economy”. Marketing and Management of Innovations, no. 4, pp. 116-128, 2018. http://doi.org/10.21272/mmi.2018.4-1110.21272/mmi.2018.4-11Search in Google Scholar

[19] A. Кwilinski. “Implementation of Blockchain Technology in Accounting Sphere”. Academy of Accounting and Financial Studies Journal, vol. 23, no. SI2, pp. 1-6, 2019.Search in Google Scholar

[20] A. Kwilinski, N. Dalevska, S. Kravchenko, I. Hroznyi, & I. Kovalenko. “Formation of the entrepreneurship model of e-business in the context of the introduction of information and communication technologies”. Journal of Entrepreneurship Education, vol. 22, no. SI1, pp. 1-7, 2019.Search in Google Scholar

[21] V. Tkachenko, A. Kwilinski, I. Tkachenko, P. Puzyrova. “Theoretical and methodical approaches to the definition of marketing risks management concept at industrial enterprises”. Marketing and Management of Innovations, no. 2, pp. 228-238, 2019. http://doi.org/10.21272/mmi.2019.2-2010.21272/mmi.2019.2-20Search in Google Scholar

[22] A. Kuzior, A. Kwilinski, V. Tkachenko. “Sustainable development of organizations based on the combinatorial model of artificial intelligence”. Entrepreneurship and Sustainability, vol. 7, no. 2, pp. 1353-1376, 2019. http://doi.org/10.9770/jesi.2019.7.2(39)10.9770/jesi.2019.7.2(39)Search in Google Scholar

[23] A. Kwilinski, V. Tkachenko, A. Kuzior. “Transparent cognitive technologies to ensure sustainable society development”. Journal of Security and Sustainability Issues, vol. 9, no. 2, pp. 561-570, 2019. http://doi.org/10.9770/jssi.2019.9.2(15)10.9770/jssi.2019.9.2(15)Search in Google Scholar

[24] V. Tkachenko, A. Kuzior, A. Kwilinski. “Introduction of artificial intelligence tools into the training methods of entrepreneurship activities”. Journal of Entrepreneurship Education, vol. 22, no. 6, pp. 1-10, 2019.Search in Google Scholar

[25] A. Kwilinski. “Mechanism of formation of industrial enterprise development strategy in the information economy”. Virtual Economics, vol. 1, no. 1, pp. 7-25, 2018. https://doi.org/10.34021/ve.2018.01.01(1)10.34021/ve.2018.01.01(1)Search in Google Scholar

[26] European Political Strategy Centre (European Commission). “The Age of Artificial Intelligence: Towards a European strategy for Human-Centric Machines”. EPSC Strategic Notes, no. 29, pp. 1-14, March 27, 2018. https://doi.org/10.2872/23955Search in Google Scholar

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