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Sustainable development of organizations based on the combinatorial model of artificial intelligence

Author

Listed:
  • Aleksandra Kuzior

    (Silesian University of Technology, Poland)

  • Aleksy Kwilinski

    (London Academy of Science and Business, United Kingdom)

  • Volodymyr Tkachenko

    (London Academy of Science and Business, United Kingdom)

  • Volodymyr Tkachenko

    (Kiev National University of Civil Engineering and Architecture, Ukraine)

Abstract

The article specifies the organizational capabilities of application of artificial intelligence technologies in the model of sustainable development of the organization. Also, the article provided the theoretical and methodological background of the organizational changes and development, as well as determined the possibilities of application of artificial intelligence technologies in the functionality of the organization. It was proposed to use the methodological approach to application of neural networks in maintaining of the intelligent management of organizational development. There was developed the combinatorial model of artificial intelligence for decision making about the organizational development.

Suggested Citation

  • Aleksandra Kuzior & Aleksy Kwilinski & Volodymyr Tkachenko & Volodymyr Tkachenko, 2019. "Sustainable development of organizations based on the combinatorial model of artificial intelligence," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(2), pages 1353-1376, December.
    • Handle: RePEc:ssi:jouesi:v:7:y:2019:i:2:p:1353-1376
    DOI: 10.9770/jesi.2019.7.2(39)
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    References listed on IDEAS

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    1. Jarrahi, Mohammad Hossein, 2018. "Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making," Business Horizons, Elsevier, vol. 61(4), pages 577-586.
    2. Tatiana Vasylieva & Sergij Lyeonov & Oleksii Lyulyov & Kostiantyn Kyrychenko, 2018. "Macroeconomic Stability and Its Impact on the Economic Growth of the Country," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 14(1), pages 159-170.
    3. Barbara H. Wixom & Peter A. Todd, 2005. "A Theoretical Integration of User Satisfaction and Technology Acceptance," Information Systems Research, INFORMS, vol. 16(1), pages 85-102, March.
    4. Nelson P. Repenning, 2002. "A Simulation-Based Approach to Understanding the Dynamics of Innovation Implementation," Organization Science, INFORMS, vol. 13(2), pages 109-127, April.
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    Citations

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    Cited by:

    1. Aleksandra Kuzior & Marek Staszek, 2021. "Energy Management in the Railway Industry: A Case Study of Rail Freight Carrier in Poland," Energies, MDPI, vol. 14(21), pages 1-21, October.
    2. Viacheslav Liashenko & Sergey Ivanov & Nataliia Trushkina, 2021. "A Conceptual Approach to Forming a Transport and Logistics Cluster as a Component of the Region’s Innovative Infrastructure (on the Example of Prydniprovsky Economic Region of Ukraine)," Virtual Economics, The London Academy of Science and Business, vol. 4(1), pages 19-53, January.
    3. Piotr Weryński & Dorota Dolińska-Weryńska, 2021. "Agency Barriers of the Members of Silesian Senior NGOs in the Implementation of Social Innovation (Poland)," Sustainability, MDPI, vol. 13(7), pages 1-22, March.
    4. Aleksandra Radziejowska & Bartosz Sobotka, 2021. "Analysis of the Social Aspect of Smart Cities Development for the Example of Smart Sustainable Buildings," Energies, MDPI, vol. 14(14), pages 1-14, July.
    5. Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko & Henryk Dzwigol & Rafis Abazov & Denys Pudryk, 2022. "International Migration Drivers: Economic, Environmental, Social, and Political Effects," Sustainability, MDPI, vol. 14(11), pages 1-17, May.
    6. Yurii Kharazishvili & Aleksy Kwilinski & Olena Grishnova & Henryk Dzwigol, 2020. "Social Safety of Society for Developing Countries to Meet Sustainable Development Standards: Indicators, Level, Strategic Benchmarks (with Calculations Based on the Case Study of Ukraine)," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    7. Aleksandra Kuzior & Józef Ober & Janusz Karwot, 2021. "Stakeholder Expectation of Corporate Social Responsibility Practices: A Case Study of PWiK Rybnik, Poland," Energies, MDPI, vol. 14(11), pages 1-24, June.
    8. Aleksy Kwilinski & Oleksandr Vyshnevskyi & Henryk Dzwigol, 2020. "Digitalization of the EU Economies and People at Risk of Poverty or Social Exclusion," JRFM, MDPI, vol. 13(7), pages 1-14, July.
    9. Eleni Laitsou & Antonios Kargas & Dimitris Varoutas, 2020. "Digital Competitiveness in the European Union Era: The Greek Case," Economies, MDPI, vol. 8(4), pages 1-33, October.
    10. Aleksandra Kuzior & Oleksii Lyulyov & Tetyana Pimonenko & Aleksy Kwilinski & Dariusz Krawczyk, 2021. "Post-Industrial Tourism as a Driver of Sustainable Development," Sustainability, MDPI, vol. 13(15), pages 1-14, July.
    11. Radosław Miśkiewicz, 2021. "The Impact of Innovation and Information Technology on Greenhouse Gas Emissions: A Case of the Visegrád Countries," JRFM, MDPI, vol. 14(2), pages 1-10, February.
    12. Piotr Weryński, 2022. "Resentment Barriers to Innovation Development of Small and Medium Enterprises in Upper Silesia," Sustainability, MDPI, vol. 14(23), pages 1-30, November.
    13. Aleksandra Kuzior & Anna Liakisheva & Iryna Denysiuk & Halyna Oliinyk & Liudmyla Honchar, 2020. "Social Risks of International Labour Migration in the Context of Global Challenges," JRFM, MDPI, vol. 13(9), pages 1-31, September.
    14. Yurii Kharazishvili & Aleksy Kwilinski & Henryk Dzwigol & Viacheslav Liashenko, 2021. "Strategic European Integration Scenarios of Ukrainian and Polish Research, Education and Innovation Spaces," Virtual Economics, The London Academy of Science and Business, vol. 4(2), pages 7-40, April.
    15. Józef Ober, 2020. "Innovation Adoption: Empirical Analysis on the Example of Selected Factors of Organizational Culture in the IT Industry in Poland," Sustainability, MDPI, vol. 12(20), pages 1-25, October.
    16. Oleksandr Melnychenko, 2021. "Energy Losses Due to Imperfect Payment Infrastructure and Payment Instruments," Energies, MDPI, vol. 14(24), pages 1-20, December.
    17. Aleksandra Kuzior & Mariya Sira & Paulina Brożek, 2023. "Use of Artificial Intelligence in Terms of Open Innovation Process and Management," Sustainability, MDPI, vol. 15(9), pages 1-16, April.
    18. Grzegorz Kinelski & Jakub Stęchły & Piotr Bartkowiak, 2022. "Various Facets of Sustainable Smart City Management: Selected Examples from Polish Metropolitan Areas," Energies, MDPI, vol. 15(9), pages 1-23, April.
    19. Oleksii Lyulyov & Ihor Vakulenko & Tetyana Pimonenko & Aleksy Kwilinski & Henryk Dzwigol & Mariola Dzwigol-Barosz, 2021. "Comprehensive Assessment of Smart Grids: Is There a Universal Approach?," Energies, MDPI, vol. 14(12), pages 1-26, June.
    20. Yurii Kharazishvili & Aleksy Kwilinski & Oleksandr Sukhodolia & Henryk Dzwigol & Dmytro Bobro & Janusz Kotowicz, 2021. "The Systemic Approach for Estimating and Strategizing Energy Security: The Case of Ukraine," Energies, MDPI, vol. 14(8), pages 1-30, April.
    21. Aleksandra Kuzior & Alla Lobanova, 2020. "Tools of Information and Communication Technologies in Ecological Marketing under Conditions of Sustainable Development in Industrial Regions (Through Examples of Poland and Ukraine)," JRFM, MDPI, vol. 13(10), pages 1-20, October.
    22. Zbigniew J. Makieła & Grzegorz Kinelski & Jakub Stęchły & Mariusz Raczek & Krzysztof Wrana & Janusz Michałek, 2022. "Tools for Network Smart City Management—The Case Study of Potential Possibility of Managing Energy and Associated Emissions in Metropolitan Areas," Energies, MDPI, vol. 15(7), pages 1-21, March.
    23. Oleksandr Melnychenko, 2020. "Is Artificial Intelligence Ready to Assess an Enterprise’s Financial Security?," JRFM, MDPI, vol. 13(9), pages 1-19, August.

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    More about this item

    Keywords

    Artificial Intelligence (AI); sustainable development; organization; neural networks; fuzzy sets; real parameters; expert surveys;
    All these keywords.

    JEL classification:

    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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