AN ARTIFICIAL NEURAL NETWORK FOR THE ANALYSIS OF SUSTAINABLE ORGANIZATIONAL PROCESSES

Florin DRAGAN, Mircea SAMFIRESCU, Alin ARTENE, Andreas DOBRE, Ionut-Marius CROITORU

Abstract


Organizational processes are constantly changing and improving. The globalization of the economy has led to the development of the technologies used and the definition of new organizational system architectures. The research methodology consists of a qualitative and quantitative evaluation. To identify the characteristics of the neural network nodes in the input layer, research was used by questionnaire. After identifying the characteristics of the input layer, the neural network model was designed to improve organizational processes and financial statements. The research results show that AI is increasingly integrated in the decision-making process and in achieving organizational efficiency. The limitations of the research refer to the fact that the research was applied to the Western Region of Romania.

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References


Lee, K., A systematic review on social sustainability of artificial intelligence in product design, Sustainability Journal, 2021.

Nishant, R., Kennedy, M., Corbett, J., Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda, International Journal of Information Management, vol. 53, 2020.

Chiu, T.K.F., Xia, Q., Zhou, X., Chai, C.S., Cheng, M., Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education, Computers and Education: Artificial

Intelligence, 2023.

Sarfraz, M., Ivascu, L., Sustainable Management and Leadership Practices for Enhancing Business Performance, International Journal of Organizational Leadership, vol. 12, 2023.

Sarfraz, M., Ivascu, L., Abdullah, M.I., Editorial: Sustainable digital economy, entrepreneurship, and blockchain technology role in industrial-organizational psychology. Frontiers in Psycholy, 2022.

Schoormann, T., Strobel, G., Petrik, D., Möller, F., Zschech, P., Artificial Intelligence for Sustainability—A Systematic Review of Information Systems Literature, Communications of the Association for Information Systems, 2023.

Kar, A.K., Choudhary, S.K., Singh, V.K., How can artificial intelligence impact sustainability: A systematic literature review, Journal of Cleaner Production, vol. 376, 2022.

Fernandes, R.M., Nagata, V. de M.N., Melo A.C.S., Martins V.W.B., Artificial intelligence and sustainability in higher education: a bibliometric analysis and its relations with the UN SDGs, Concilium., vol. 24, 2024.

Galaz, V., Centeno, M.A., Callahan, P.W., Causevic, A., Patterson, T., Brass, I., et al. Artificial intelligence, systemic risks, and sustainability, Technology in Society Journal, vol. 67, 2021.

Ouyang, F., Jiao, P., Artificial intelligence in education: The three paradigms, Computers and Education: Artificial Intelligence, vol. 2, 2021.

Chen, L., Chen, P., Lin, Z., Artificial Intelligence in Education: A Review, IEEE Access, vol. 8, 2020.

Demir, K.A., Döven, G., Sezen, B., Bryndin E., Faruqi, U. Al, Martynov, V. V., et al. Artificial Intelligence and Industry 5.0, Journal of the Knowledge Economy, 2019.

Schuett, J., Risk Management in the Artificial Intelligence Act, European Journal of Risk Regulation, 2023.

Hwang, G.J., Xie, H., Wah, B.W., Gašević D., Vision, challenges, roles and research issues of Artificial Intelligence in Education, Computers and Education: Artificial Intelligence, 2020.

Ivascu, L. Education for Sustainability: Current Status, Prospects, and Directions, Springer Publisher, 2017.

Alshareefi, H., Lupu, C., Alboudkhal, H., Ismail L., New Tool for System Identification and Predictive Control Based on Neural Networks Using Labview Software, UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, vol. 84, 2022.

Badea, M., Vertan, C., Florea, C., Florea, L., Racoviţeanu, A., Improving Small Convolutional Neural Networks with Semi-Supervised Learning, UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2022.

Ivașcu, L., The Importance of Urban Farming in the Context of Global Sustainable Development, Review of Management and Economic Engineering Journal, 2022.

Boatca, M.E., Draghici, A., Suteu, C., Farcas, D., Proposal of a Prevention Program for Mitigation of Work-Related Musculoskeletal Disorders, ACTA Technica Napocensis Series-Applied Mathematics Mechanics and Engineering, vol. 65 (3), 577-586, ISSN 1221-5872, 2022.

Dragoi, G., Draghici, A., Rosu, S. M., Cotet, C. E. Virtual product development in university-enterprise partnership, Information Resources Management Journal (IRMJ), 23(3), 43-59, 2010.

Sirbu, R. M., Popescu, A. D., Borca, C., Draghici, A., A study on Romania sustainable development, Procedia Technology, 19, 416-423, 2015.

Albulescu, C. T., Draghici, A., Entrepreneurial activity and national innovative capacity in selected European countries, The International Journal of Entrepreneurship and Innovation, 17(3), 155-172, 2016.


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