The aim of this scientific contribution is to
present a contextual analysis of the applications of artificial intelligence in
the management and optimization of the textile industry. To achieve this
objective, this scientific contribution carries out research in the domains of
the Sopas research platform. In this research, the bibliometric and
bibliographic analysis tools of this platform are used. In addition, the
VOSviewer software is used to generate a term map from text mining. This
document focuses on the following lines of results: 1) scientometric analysis of research related to artificial intelligence
in the management of textile companies. 2) Main publications related to artificial intelligence in the management
of textile companies. 3) A discussion on the
application of artificial intelligence in the management of textile companies.
References
[1]
Abrar, M., Safeer, A. A., Baig, S. A., & Ghafoor, A. (2016). E-Marketing and Its Implementation on Developing Social Perceptions of Customers through Effective Marketing Mix of Organic Textile Products. American Journal of Industrial and Business Management, 6, 1194-1211. https://doi.org/10.4236/ajibm.2016.612110
[2]
Atik, C., Kut, A., Birant, D., & Birol, S. (2022). Prediction of Cloth Waste Using Machine Learning Methods in the Textile Industry. In The 9th International Conference on Electrical and Electronics Engineering, ICEEE 2022 (pp. 165-169). IEEE. https://doi.org/10.1109/ICEEE55327.2022.9772517
[3]
Bhardwaj, P., & Pathak, S. (2021). Artificial Intelligence: A Boon for Online Business Applications of Artificial Intelligence in Business and Finance (pp. 145-160). Apple Academic Press. https://doi.org/10.1201/9781003129639-8
[4]
Bravo Hidalgo, D., & Monteagudo Yanes, J. P. (2019). Modelos de difusión de tecnologías energéticas renovable. Ingeniería Energética, 40, 30-41.
[5]
Bravo, D., Bennia, A., Naji, H., Fellouah, H., & Báez, A. (2020). Revisión general sobre sistemas de acondicionamiento de aire en edificios ecológicos e inteligentes. Revista Ingeniería de Construcción, 35, 192-202. https://doi.org/10.4067/S0718-50732020000200192
[6]
Cebeci, U. (2009). Fuzzy AHP-Based Decision Support System for Selecting ERP Systems in Textile Industry by Using Balanced Scorecard. Expert Systems with Applications, 36, 8900-8909. https://doi.org/10.1016/j.eswa.2008.11.046
[7]
Charkha, P. G., & Jaju, S. B. (2020). Decision Support System for Supply Chain Performance Measurement: Case of Textile Industry. In S. Patnaik (Ed.), New Paradigm of Industry 4.0. Studies in Big Data (Vol. 64, pp. 99-131). Springer. https://doi.org/10.1007/978-3-030-25778-1_5
[8]
Corchado, J. M., Borrajo, M. L., Pellicer, M. A., & Yáñez, J. C. (2004). Neuro-Symbolic System for Business Internal Control. In P. Perner (Ed.), Advances in Data Mining. ICDM 2004. Lecture Notes in Computer Science (Vol. 3275, pp. 1-10). Springer. https://doi.org/10.1007/978-3-540-30185-1_1
[9]
Dong, F., & Jia, X. (2009). Distributed Loom Running Monitoring System Based on Zigbee Technology. In The 2009 International Conference on Computational Intelligence and Natural Computing (pp. 326-329). IEEE.
[10]
Garg, V., Aggarwal, S., Tiwari, P., & Chatterjee, P. (2021). Applications of Artificial Intelligence in Business and Finance: Modern Trends. CRC Press. https://doi.org/10.1201/9781003129639
[11]
Gürbüz, F., & Pardalos, P. M. (2016). Fuzzy Decision-Making of a Process for Quality Management. In P. Pardalos, P. Conca, G. Giuffrida, & G. Nicosia (Eds.), Machine Learning, Optimization, and Big Data. MOD 2016. Lecture Notes in Computer Science (Vol. 10122, pp. 353-378). Springer Verlag. https://doi.org/10.1007/978-3-319-51469-7_30
[12]
Gusai, O. P., & Rani, A. (2021). Sectorial Impacts of Artificial Intelligence. In V. Garg, S. Aggarwal, P. Tiwari, & P. Chatterjee (Eds.), Applications of Artificial Intelligence in Business and Finance: Modern Trends (p. 69). Apple Academic Press. https://doi.org/10.1201/9781003129639-4
[13]
Liu, Y., & Zhou, L. (2011). The Determinants of the Textile and Apparel Enterprises’ Growth: An Empirical Research. In The 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce, AIMSEC 2011 (pp. 5882-5885). IEEE.
[14]
Mehra, S., & Singh, G. (2021). Revolution through Artificial Intelligence in Context to Financial Services Applications of Artificial Intelligence in Business and Finance (pp. 87-111). Apple Academic Press. https://doi.org/10.1201/9781003129639-5
[15]
Naim, A. (2022). Applications of Artificial Intelligence: Business Management Perspective. International Journal on Economics, Finance and Sustainable Development, 4, 28-36.
[16]
Oliveira Silva, W. D., & Morais, D. C. (2022). Impacts and Insights of Circular Business Models’ Outsourcing Decisions on Textile and Fashion Waste Management: A Multi-Criteria Decision Model for Sorting Circular Strategies. Journal of Cleaner Production, 370, Article 133551. https://doi.org/10.1016/j.jclepro.2022.133551
[17]
Purthi, A. (2021). Artificial Intelligence in Green Accounting Applications of Artificial Intelligence in Business and Finance (pp. 185-202). Apple Academic Press. https://doi.org/10.1201/9781003129639-10
[18]
Rezaie, K., Ansarinejad, A., Nazari-Shirkouhi, S., Karimi, M., & Miri-Nargesi, S. S. (2010). A Novel Approach for Finding and Selecting Safety Strategies Using SWOT Analysis. In The 2nd International Conference on Computational Intelligence, Modelling and Simulation (pp. 394-397). IEEE. https://doi.org/10.1109/CIMSiM.2010.85
[19]
Sahai, S., & Goel, R. (2021). Impact of Artificial Intelligence in Changing Trends of Marketing. In V. Garg, S. Aggarwal, P. Tiwari, & P. Chatterjee (Eds.), Applications of Artificial Intelligence in Business and Finance: Modern Trends (p. 221). Apple Academic Press. https://doi.org/10.1201/9781003129639-12
[20]
Sanwal, R. (2021). Impact of Artificial Intelligence on the Insurance Industry. In V. Garg, S. Aggarwal, P. Tiwari, & P. Chatterjee (Eds.), Applications of Artificial Intelligence in Business and Finance: Modern Trends (p. 203). Apple Academic Press. https://doi.org/10.1201/9781003129639-11
[21]
Sébastien, T., & Pierre, D. (2005). Implementation of the Newsboy Method for the Sales Forecasting of the Apparel Industry. In The 2005 3rd International Industrial Simulation Conference, ISC 2005 (p. 21).
[22]
Špiler, M., Milošević, D., Miškić, M., Gostimirović, L., Beslać, M., & Jevtić, B. (2023). Investments in Digital Technology Advances in Textiles. Industria Textila, 74, 90-97. https://doi.org/10.35530/IT.074.01.202287
[23]
Thomassey, S., & Zeng, X. (2021). FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain. In A. Dolgui et al. (Eds.), Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. APMS 2021. IFIP Advances in Information and Communication Technology (Vol. 630, pp. 21-30). Springer. https://doi.org/10.1007/978-3-030-85874-2_3
[24]
Tu, Y., & Yeung, E. H. H. (1997). Integrated Maintenance Management System in a Textile Company. International Journal of Advanced Manufacturing Technology, 13, 453-462. https://doi.org/10.1007/BF01179041
[25]
Vrbka, J., & Rowland, Z. (2020). Using Artificial Intelligence in Company Management. In S. Ashmarina, M. Vochozka, & V. Mantulenko (Eds.), The Digital Age: Chances, Challenges and Future (Vol. 84, pp. 422-429). Springer. https://doi.org/10.1007/978-3-030-27015-5_51
[26]
Wandmacher, R., Sturm, C., Weber, P., & Kuhn, P. (2022). Artificial Intelligence in Business Management: A Literature Review on AI Applications on Risk Assessment in the Financial Industry. American Journal of Management Science and Engineering, 7, 59-68.
