[HTML][HTML] Fashion recommendation systems, models and methods: A review

S Chakraborty, MS Hoque, N Rahman Jeem… - Informatics, 2021 - mdpi.com
In recent years, the textile and fashion industries have witnessed an enormous amount of
growth in fast fashion. On e-commerce platforms, where numerous choices are available, an …

Computational technologies for fashion recommendation: A survey

Y Ding, Z Lai, PY Mok, TS Chua - ACM Computing Surveys, 2023 - dl.acm.org
Fashion recommendation is a key research field in computational fashion research and has
attracted considerable interest in the computer vision, multimedia, and information retrieval …

Customer models for artificial intelligence-based decision support in fashion online retail supply chains

AM Pereira, JAB Moura, EDB Costa, T Vieira… - Decision Support …, 2022 - Elsevier
Fashion is a global, multi-trillion dollar industry devoted to producing and selling clothing,
footwear, and accessories to individuals or groups of people. Its sheer numbers, together …

Personalized fashion compatibility modeling via metapath-guided heterogeneous graph learning

W Guan, F Jiao, X Song, H Wen, CH Yeh… - Proceedings of the 45th …, 2022 - dl.acm.org
Fashion Compatibility Modeling (FCM) is a new yet challenging task, which aims to
automatically access the matching degree among a set of complementary items. Most of …

Disentangling features for fashion recommendation

L De Divitiis, F Becattini, C Baecchi… - ACM Transactions on …, 2023 - dl.acm.org
Online stores have become fundamental for the fashion industry, revolving around
recommendation systems to suggest appropriate items to customers. Such …

Toward fashion intelligence in the big data era: State-of-the-art and future prospects

L Liu, H Zhang, D Zhou, J Shi - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Fashion, as a popular aesthetic expression, is often conveyed in a specific context, in
particular in clothing, footwear, and accessories. Attributed to its enormous economic …

Modeling multi-relational connectivity for personalized fashion matching

Y Ding, PY Mok, Y Bin, X Yang, Z Cheng - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Personalized fashion matching task aims to predict the compatible fashion items given
available ones for specific users through the effective modeling of the third-order interaction …

Smart fashion: a review of AI applications in the Fashion & Apparel Industry

SO Mohammadi, A Kalhor - arxiv preprint arxiv:2111.00905, 2021 - arxiv.org
The fashion industry is on the verge of an unprecedented change. The implementation of
machine learning, computer vision, and artificial intelligence (AI) in fashion applications is …

Recommendation of mix-and-match clothing by modeling indirect personal compatibility

S Liao, Y Ding, PY Mok - Proceedings of the 2023 ACM International …, 2023 - dl.acm.org
Fashion recommendation considers both product similarity and compatibility, and has drawn
increasing research interest. It is a challenging task because it often needs to use …

Learning compatibility knowledge for outfit recommendation with complementary clothing matching

R Wang, J Wang, Z Su - Computer Communications, 2022 - Elsevier
With the rapid development of mobile networks and e-commerce, clothing recommendation
has achieved considerable success in recent years. Fashion outfit matching has become an …