دور الذكاء الإصطناعي في إحداث ثورة في صناعة الملابس والنسيج
DOI:
https://doi.org/10.35560/jcofarts1274الكلمات المفتاحية:
الذكاء الاصطناعي – صناعة - صناعة الملابس والنسيجالملخص
يُحدث دمج تقنيات الذكاء الاصطناعي ثورة في مختلف جوانب صناعة الملابس والنسيج، من التصميم والتصنيع إلى تجربة العملاء والاستدامة. من خلال استخدام خوارزميات الذكاء الاصطناعي، يمكن للعاملين في مجال صناعة الملابس والنسيج الاستفادة من ثروة من الفرص للابتكار والكفاءة والإبداع.
يهدف البحث لعرض الإمكانات الهائلة للذكاء الاصطناعي في صناعة الملابس والنسيج من خلال المقالات المنشورة التي تتصل بعنوان البحث بالاستعانة بمحرك البحث Google Scholar ، ويسهم البحث في تطور الفكر الثقافي للباحثين والمصممين والتجار والمستهلك بأهمية دمج تقنيات الذكاء الاصطناعي في مجالات صناعة الملابس والنسيج لمواكبة التغيير التكنولوجي.
وتوصل البحث إلى أن عدد النتائج للمقالات المنشورة بـ Google Scholar في الفترة الزمنية من عام (2016م -2023م) بلغت 1724، وكانت 523 مقالة منشورة بنسبة (30%) وهي أعلى نسبة للمقالات المنشورة بـ Google Scholar وكانت أقل فترة زمنية من 2016م – 2017م بلغت 50 مقالة منشورة بنسبة (3%)، وأوصى البحث بإجراء المزيد من الدراسات في مجال الذكاء الاصطناعي وتطبيقاته في صناعة في الملابس والنسيج.
المراجع
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.
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