The role of artificial intelligence in revolutionizing the clothing and textile industry

Authors

  • rasha Mujallid Associate Professor of Textiles, Department of Family Education, Al-Leith University College, Umm Al-Qura University, Makkah Al-Mukarramah, Saudi Arabia

DOI:

https://doi.org/10.35560/jcofarts1274

Keywords:

Artificial Intelligence , industry ,Clothing and Textile Industry

Abstract

 The integration of AI technologies is revolutionizing various aspects of the apparel and textile industry, from design and manufacturing to customer experience and sustainability. Through the use of artificial intelligence algorithms, workers in the apparel and textile industry can take advantage of a wealth of opportunities for innovation, efficiency and creativity.
The research aims to display the enormous potential of artificial intelligence in the clothing and textile industry through published articles related to the title of the research using the Google Scholar search engine. The research contributes to the development of the cultural thought of researchers, designers, merchants and the consumer with the importance of integrating artificial intelligence technologies in the fields of the clothing and textile industry to keep pace with technological change.
The research found that the number of results for articles published in Google Scholar in the period of time from (2016-2023 AD) amounted to 1724, and 523 articles were published at a rate of (30%), which is the highest percentage for articles published in Google Scholar, and it was the lowest period of time from 2016-2017 AD. 50 published articles (3%), and the research recommended conducting more studies in the field of artificial intelligence and its applications in the clothing and textile industry.

References

A. R. D. B. Landim, A. M. Pereira, T. Vieira, E. de B. Costa, J. A. B. Moura, V. Wanick & Eirini Bazaki (2022). Chatbot design approaches for fashion E-commerce: an interdisciplinary review, International Journal of Fashion Design, Technology and Education, 15:2, 200-210, DOI: 10.1080/17543266.2021.1990417

Abid Noor, Muhammad Asad Saeed, Tehseen Ullah, Zia Uddin & Raja Muhammad Waseem Ullah Khan (2022) A review of artificial intelligence applications in apparel industry, The Journal of The Textile Institute, 113:3, 505-514, DOI: 10.1080/00405000.2021.1880088

Angeli, Franco. (2022). Artificial intelligence in the design process, Milan, Serie di architettura e design, Furniture design Artificial intelligence.p106

Badaro,S.,Ibanez,L. & Aguero,M. (2013). Expert Systems: Fundamentals,Methodologies and Applications. Ciencia Tecnologia,13,349-364.

Benko, A., & Lányi, C. S. (2009). History of artificial intelligence. In Encyclopedia of Information Science and Technology, Second Edition (pp. 1759-1762). IGI global

Boden, A, Margaret, 2018, Artificial Intelligence: A Very Short Introduction (Very Short Introductions, Oxford University ,p164

Brem, A., Giones, F., & Werle, M. (2021). The AI digital revolution in innovation: A conceptual framework of artificial intelligence technologies for the management of innovation. IEEE Transactions on Engineering Management.‏

Dong, A. H., Shan, D., Ruan, Z., Zhou, L. Y., & Zuo, F. (2013). The design and implementation of an intelligent apparel recommend expert system. Mathematical problems in engineering, 2013.‏

Giri, C., Jain, S., Zeng, X., & Bruniaux, P. (2019). A detailed review of artificial intelligence applied in the fashion and apparel industry. IEEE Access, 7, 95376-95396.

Guan, C., Qin, S., Ling, W. and Ding, G. (2016), "Apparel recommendation system evolution: an empirical review", International Journal of Clothing Science and Technology, Vol. 28 No. 6, pp. 854-879.

Guo, Z. X., Wong, W. K., Leung, S. Y. S., & Li, M. (2011). Applications of artificial intelligence in the apparel industry: a review.Textile Research Journal,81(18), 1871-1892.5

Güven, I., & Şimşir, F. (2020). Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods. Computers & Industrial Engineering, 147, 106678.‏

Haenlein, M., & Kaplan, A. (2019). A brief history of artificial intelligence: On the past, present, and future of artificial intelligence. California management review, 61(4), 5-14.‏

He, Z., Xu, J., Tran, K. P., Thomassey, S., Zeng, X., & Yi, C. (2021). Modeling of textile manufacturing processes using intelligent techniques: a review. The International Journal of Advanced Manufacturing Technology, 116(1-2), 39-67

He, Z., Xu, J., Tran, K. P., Thomassey, S., Zeng, X., & Yi, C. (2021). Modeling of textile manufacturing processes using intelligent techniques: a review. The International Journal of Advanced Manufacturing Technology, 116(1-2), 39-67.‏

Hossain, M. A., Agnihotri, R., Rushan, M. R. I., Rahman, M. S., & Sumi, S. F. (2022). Marketing analytics capability, artificial intelligence adoption, and firms' competitive advantage: evidence from the manufacturing industry. Industrial Marketing Management, 106, 240-255.‏

https://istitlaa.ncc.gov.sa/ar/Transportation/NDMO/AIEthicsPrinciples/Pages/default.aspx

Ikram, M. (2022). Transition toward green economy: Technological Innovation’s role in the fashion industry. Current Opinion in Green and Sustainable Chemistry, 100657.‏

Jha, Saurabh, and Eric J. Topol. "Information and artificial intelligence." Journal of the American College of Radiology15.3 (2018): 509-511.

Kaplan, A. (2023). Innovation in Artificial Intelligence: Illustrations in Academia, Apparel, and the Arts. In Oxford Research Encyclopedia of Business and Management.‏

Kaul, V., Enslin, S., & Gross, S. A. (2020). History of artificial intelligence in medicine. Gastrointestinal endoscopy, 92(4), 807-812.‏

Lam Po Tang, S., & Stylios, G. K. (2006). An overview of smart technologies for clothing design and engineering. International Journal of Clothing Science and Technology, 18(2), 108-128.‏

Mathew, D., & Brintha, N. C. (2023, June). Artificial Intelligence in the Field of Textile Industry: A Systematic Study on Machine Learning and Neural Network Approaches. In Recent Trends in Computational Intelligence and Its Application: Proceedings of the 1st International Conference on Recent Trends in Information Technology and its Application (ICRTITA, 22) (p. 222). CRC Press.‏

Metaxiotis, K. (2004). RECOT: an expert system for the reduction of environmental cost in the textile industry. Information management & computer security, 12(3), 218-227.‏

Mohammadi, S. O., & Kalhor, A. (2021). Smart fashion: a review of AI applications in the Fashion & Apparel Industry.arXiv preprint arXiv:2111.00905.

Mok, P. Y., Kwong, C. K., & Wong, W. K. (2007). Optimisation of fault-tolerant fabric-cutting schedules using genetic algorithms and fuzzy set theory.European Journal of Operational Research,177(3), 1876-1893.

Nayak, R., & Padhye, R. (2018). Artificial intelligence and its application in the apparel industry. InAutomation in garment manufacturing(pp. 109-138). Woodhead Publishing.

Noor, A., Saeed, M. A., Ullah, T., Uddin, Z., & Ullah Khan, R. M. W. (2022). A review of artificial intelligence applications in apparel industry. The Journal of The Textile Institute, 113(3), 505-514.‏

Park, M., Im, H., & Kim, D. Y. (2018). Feasibility and user experience of virtual reality fashion stores. Fashion and Textiles, 5(1), 1-17.‏

Pereira, F., Carvalho, V., Vasconcelos, R., & Soares, F. (2022). A review in the use of artificial intelligence in textile industry. In Innovations in Mechatronics Engineering (pp. 377-392). Springer International Publishing.

Petri Helo & Yuqiuge Hao (2022) Artificial intelligence in operations management and supply chain management: an exploratory case study, Production Planning & Control, 33:16, 1573-1590, DOI: 10.1080/09537287.2021.1882690

Sareen, S. (2022). The AI Couturiers: Redefining Fashion with Artificial Intelligence. Scandinavian Journal of Information Systems, 34(2), 186-189.‏

Seehorn, Z., H. Tahernejad, R. Meriton, and G. Graham. 2020. “Supply Chain Digitalization: Past, Present and Future.” Production Planning & Control 31 (2-3): 96–114. doi:10.1080/09537287.2019.1631461.

Sharma, N., Sharma, R., & Jindal, N. (2021). Machine learning and deep learning applications-a vision. Global Transitions Proceedings, 2(1), 24-28.‏

Shinde, P. P., & Shah, S. (2018, August). A review of machine learning and deep learning applications. In 2018 Fourth international conference on computing communication control and automation (ICCUBEA) (pp. 1-6). IEEE.‏

Sikka, M. P., Sarkar, A., & Garg, S. (2022). Artificial intelligence (AI) in textile industry operational modernization. Research Journal of Textile and Apparel.‏

Tammela, I., A. G. Canen, and P. Helo. 2008. “Time-Based Competition and Multiculturalism: A Comparative Approach to the Brazilian, Danish and Finnish Furniture Industries.” Management Decision 46 (3): 349–364. doi:10.1108/00251740810863834.

Thomassey, S., & Zeng, X. (2018). Introduction: Artificial Intelligence for Fashion Industry in the Big Data Era(pp. 1-6). Springer Singapore.

Trillas, E., & Eciolaza, L. (2015). Fuzzy logic. Springer International Publishing. DOI, 10, 978-3.‏

Wang, S. C., & Wang, S. C. (2003). Artificial neural network. Interdisciplinary computing in java programming, 81-100.‏

Winfield, A. (2012). Robotics: A very short introduction. OUP Oxford.‏

Xu J, He Z, Li S, Ke W (2020) Production cost optimization of enzyme washing for indigo dyed cotton denim by combining kriging surrogate with differential evolution algorithm. Text Res J 90(15–16):1860–1871.

Yeo, S. F., Tan, C. L., Kumar, A., Tan, K. H., & Wong, J. K. (2022). Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry.Technological Forecasting and Social Change,177, 121551.

Yuldashev Nuritdin, & Tursunov Bobir (2018). Applying of artificial intelligence in the textile industry as factor of innovative development of the branch. Бюллетень науки и практики, 4 (4), 396-403.

Yuldoshev, N., Tursunov, B., & Qozoqov, S. (2018). Use of artificial intelligence methods in operational planning of textile production. Journal of process management and new technologies, 6(2), 41-51.‏

Hajjaj, Mohamed Abdel Hamid Mohamed Fathi. (2023). "Astikhdam Tiqniaat Aldhaka' Alaistinaeii Fi Aibtikar Tasmimat Tibaeiat Li'iithra' Alqimat Aljamaliat Liltasmim Almulabasi". Majalat Albuhuth Fi Majalat Altarbiat Alnaweiati, 9(45), 2275-2331. doi

Obeidat, Thouqan, Abdel-Haq, Kayed, and Adass, Abdel-Rahman. (2004). "Albahth Aleilmiu Mafhumat W'adawatuh Wasalibha", Dar Alfakri, Al'urduni, Altabeat Althaaminatu, s 309.

Farghali, Zainab Abdel Hafeez. (2006). "Almalabis Aljahizat Bayn Al'iiedad Wal'iintaji", Dar Alfikr Alearabii, Alqahirati, Altabeat Althaaniatu, s 215.

Kammoura, Samia Shahbi and Bey, Muhammad and Kroush, Hezieh. (2018). "Aldhaka' Alaistinaeiu Bayn Alwaqie Walmamul Dirasat Taqniat Wamaydaniatu", Almultaqaa Alduwalii "Aldhaka' Alaistinaeii: Tahudin Jadid Lilqanun?, Aljazayar, 26-27 Nufimbir.

Al-Najjar, Fayez Juma (2013). nazam almaelumat al'iidariat manzur 'iidari,dar alhamid lilnashr waltawziei, al'urduni, altabeat alraabieata, s 407.

Mattai, Abdel Qader (2012). tahadiyat wamutatalabat aistikhdam aldhaka' alaistinaeii fi altatbiqat alhadithat lieamaliaat 'iidarat almaerifat fi munazamat al'aemali, almultaqaa alwatanii aleashir hawl 'anzimat almaelumat almuetamadat ealaa aldhaka' alaistinaeii wadawriha fi sune qararat almuasasat alaiqtisadiati, jamieat skikdati, aljazayir.

https://library.oapen.org/handle/20.500.12657/53627

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Published

2023-12-15

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How to Cite

The role of artificial intelligence in revolutionizing the clothing and textile industry. (2023). Al-Academy , 110, 109-128. https://doi.org/10.35560/jcofarts1274

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