A review of modern fashion recommender systems

Y Deldjoo, F Nazary, A Ramisa, J Mcauley… - ACM Computing …, 2023 - dl.acm.org
The textile and apparel industries have grown tremendously over the past few years.
Customers no longer have to visit many stores, stand in long queues, or try on garments in …

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 …

Diffusion models for generative outfit recommendation

Y Xu, W Wang, F Feng, Y Ma, J Zhang… - Proceedings of the 47th …, 2024 - dl.acm.org
Outfit Recommendation (OR) in the fashion domain has evolved through two stages: Pre-
defined Outfit Recommendation and Personalized Outfit Composition. However, both stages …

Social media user behavior analysis applied to the fashion and apparel industry in the big data era

Z Xue, Q Li, X Zeng - Journal of Retailing and Consumer Services, 2023 - Elsevier
With the rapid development of the Internet and new media, the enormous data from social
media and other public platforms have attracted increasing attention to user behavior …

Learning to generate explainable stock predictions using self-reflective large language models

KJL Koa, Y Ma, R Ng, TS Chua - Proceedings of the ACM on Web …, 2024 - dl.acm.org
Explaining stock predictions is generally a difficult task for traditional non-generative deep
learning models, where explanations are limited to visualizing the attention weights on …

Leveraging two types of global graph for sequential fashion recommendation

Y Ding, Y Ma, WK Wong, TS Chua - Proceedings of the 2021 …, 2021 - dl.acm.org
Sequential fashion recommendation is of great significance in online fashion shop**,
which accounts for an increasing portion of either fashion retailing or online e-commerce …

Competitive dynamics in a multi-sided mobile payment platform market: an agent-based modeling perspective

MA Zaffar, R Kumar, K Zhao - International Journal of Bank Marketing, 2024 - emerald.com
Purpose The purpose of this research is to develop a comprehensive model to better
understand competitive dynamics between mobile payment providers in a multi-sided …

Fashionregen: Llm-empowered fashion report generation

Y Ding, Y Ma, W Fan, Y Yao, TS Chua… - Companion Proceedings of …, 2024 - dl.acm.org
Fashion analysis refers to the process of examining and evaluating trends, styles, and
elements within the fashion industry to understand and interpret its current state, generating …

Social4Fashion: An intelligent expert system for forecasting fashion trends from social media contents

E Balloni, R Pietrini, M Fabiani, E Frontoni… - Expert Systems with …, 2024 - Elsevier
The fashion field is continually expanding and evolving, and social media play a significant
role in sha** current fashion trends through the influence of online personalities, such as …

The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark

G Skenderi, C Joppi, M Denitto… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract We present Visuelle 2.0, the first dataset useful for facing diverse prediction
problems that a fast-fashion company has to manage routinely. Furthermore, we …