The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review

Leo Ramos; Francklin Rivas-Echeverria; Edmundo Casas; Anna Gabriela Perez

doi:10.1109/MCSI60294.2023.00022

The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review

Leo Ramos^*, Francklin Rivas-Echeverria, Edmundo Casas, Anna Gabriela Perez

^*Autor correspondiente de este trabajo

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

Sustainability remains a challenge in the fashion sector, yet recent technological progress provides an array of solutions, with Artificial Intelligence (AI) taking a lead role. This review paper aims to explore how AI is being applied to foster sustainability in the fashion industry, while identifying its advantages and limitations. Through a qualitative analysis of 16 peer-reviewed articles published between 2012 and 2022, we provide insights into how AI is being used across different domains within the fashion industry. Our findings reveal that AI has a transformative impact across different domains. In supply chain management, AI aids in supplier selection and optimizes distribution routes. Design strategies employ AI to better understand consumer preferences toward sustainable apparel. Analytics leverage machine learning techniques to dissect consumer behavior and optimize inventory management. In the realm of waste minimization, AI provides solutions for effective waste management and promotes the circular economy.

Idioma original	Inglés
Título de la publicación alojada	Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	89-95
Número de páginas	7
ISBN (versión digital)	9798350341652
DOI	https://doi.org/10.1109/MCSI60294.2023.00022
Estado	Publicada - 2023
Evento	8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023 - Athens, Grecia Duración: 14 oct. 2023 → 16 oct. 2023

Serie de la publicación

Nombre	Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023

Conferencia

Conferencia	8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023
País/Territorio	Grecia
Ciudad	Athens
Período	14/10/23 → 16/10/23

Nota bibliográfica

Publisher Copyright:
© 2023 IEEE.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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10.1109/MCSI60294.2023.00022

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Ramos, L., Rivas-Echeverria, F., Casas, E., & Perez, A. G. (2023). The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review. En Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023 (pp. 89-95). (Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MCSI60294.2023.00022

Ramos, Leo ; Rivas-Echeverria, Francklin ; Casas, Edmundo et al. / The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry : A 2012-2022 Review. Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 89-95 (Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023).

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title = "The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review",

abstract = "Sustainability remains a challenge in the fashion sector, yet recent technological progress provides an array of solutions, with Artificial Intelligence (AI) taking a lead role. This review paper aims to explore how AI is being applied to foster sustainability in the fashion industry, while identifying its advantages and limitations. Through a qualitative analysis of 16 peer-reviewed articles published between 2012 and 2022, we provide insights into how AI is being used across different domains within the fashion industry. Our findings reveal that AI has a transformative impact across different domains. In supply chain management, AI aids in supplier selection and optimizes distribution routes. Design strategies employ AI to better understand consumer preferences toward sustainable apparel. Analytics leverage machine learning techniques to dissect consumer behavior and optimize inventory management. In the realm of waste minimization, AI provides solutions for effective waste management and promotes the circular economy.",

keywords = "artificial intelligence, computer science, fashion industry, sustainability, sustainable fashion",

author = "Leo Ramos and Francklin Rivas-Echeverria and Edmundo Casas and Perez, {Anna Gabriela}",

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Ramos, L, Rivas-Echeverria, F, Casas, E & Perez, AG 2023, The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review. En Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023. Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023, Institute of Electrical and Electronics Engineers Inc., pp. 89-95, 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023, Athens, Grecia, 14/10/23. https://doi.org/10.1109/MCSI60294.2023.00022

The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review. / Ramos, Leo; Rivas-Echeverria, Francklin; Casas, Edmundo et al.
Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 89-95 (Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

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AB - Sustainability remains a challenge in the fashion sector, yet recent technological progress provides an array of solutions, with Artificial Intelligence (AI) taking a lead role. This review paper aims to explore how AI is being applied to foster sustainability in the fashion industry, while identifying its advantages and limitations. Through a qualitative analysis of 16 peer-reviewed articles published between 2012 and 2022, we provide insights into how AI is being used across different domains within the fashion industry. Our findings reveal that AI has a transformative impact across different domains. In supply chain management, AI aids in supplier selection and optimizes distribution routes. Design strategies employ AI to better understand consumer preferences toward sustainable apparel. Analytics leverage machine learning techniques to dissect consumer behavior and optimize inventory management. In the realm of waste minimization, AI provides solutions for effective waste management and promotes the circular economy.

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Ramos L, Rivas-Echeverria F, Casas E, Perez AG. The Role of Artificial Intelligence in Enhancing Sustainability in the Fashion Industry: A 2012-2022 Review. En Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 89-95. (Proceedings - 2023 8th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2023). doi: 10.1109/MCSI60294.2023.00022