A Detailed Review of Artificial Intelligence Applied in the Fashion and Apparel Industry - Université de Lille Accéder directement au contenu
Article Dans Une Revue (Article De Synthèse) IEEE Access Année : 2019

A Detailed Review of Artificial Intelligence Applied in the Fashion and Apparel Industry

Résumé

The enormous impact of artificial intelligence has been realized in transforming the fashion and apparel industry in the past decades. However, the research in this domain is scattered and mainly focuses on one of the stages of the supply chain. Due to this, it is difficult to comprehend the work conducted in the distinct domain of the fashion and apparel industry. Therefore, this paper aims to study the impact and the significance of artificial intelligence in the fashion and apparel industry in the last decades throughout the supply chain. Following this objective, we performed a systematic literature review of research articles (journal and conference) associated with artificial intelligence in the fashion and apparel industry. Articles were retrieved from two popular databases “Scopus” and “Web of Science” and the article screening was completed in five phases resulting in 149 articles. This was followed by article categorization which was grounded on the proposed taxonomy and was completed in two steps. First, the research articles were categorized according to the artificial intelligence methods applied such as machine learning, expert systems, decision support system, optimization, and image recognition and computer vision. Second, the articles were categorized based on supply chain stages targeted such as design, fabric production, apparel production, and distribution. In addition, the supply chain stages were further classified based on business-to-business (B2B) and business-to-consumer (B2C) to give a broader outlook of the industry. As a result of the categorizations, research gaps were identified in the applications of AI techniques, at the supply chain stages and from a business (B2B/B2C) perspective. Based on these gaps, the future prospects of the AI in this domain are discussed. These can benefit the researchers in academics and industrial practitioners working in the domain of the fashion and apparel industry.
Fichier principal
Vignette du fichier
A_Detailed_Review_of_Artificial_Intelligence_Applied_in_the_Fashion_and_Apparel_Industry.pdf (22.76 Mo) Télécharger le fichier
Origine Fichiers éditeurs autorisés sur une archive ouverte

Dates et versions

hal-04490352 , version 1 (05-03-2024)

Licence

Identifiants

Citer

Chandadevi Giri, Sheenam Jain, Xianyi Zeng, Pascal Bruniaux. A Detailed Review of Artificial Intelligence Applied in the Fashion and Apparel Industry. IEEE Access, 2019, IEEE Access, 7, pp.95376-95396. ⟨10.1109/ACCESS.2019.2928979⟩. ⟨hal-04490352⟩

Collections

UNIV-LILLE
5 Consultations
2 Téléchargements

Altmetric

Partager

Gmail Mastodon Facebook X LinkedIn More