Fourth Workshop on Recommender Systems in Fashion
16th ACM Conference on Recommender Systems,
Seattle, WA, USA, 18th-23rd September 2022
Online Fashion retailers have significantly increased in popularity over the last decade,
making it possible for customers to explore hundreds of thousands of products without
the need to visit multiple stores or stand in long queues for checkout.
However, the customers still face several hurdles with current online shopping solutions.
For example, customers often feel overwhelmed with the large selection of the assortment
and brands. In addition, there is still a lack of effective suggestions capable of
satisfying customers’ style preferences, or size and fit needs, necessary to enable
them in their decision-making process. Moreover, in recent years social shopping in
fashion has surfaced, thanks to platforms such as Instagram, providing a very
interesting opportunity that allows to explore fashion in radically new ways.
Such recent developments provides exciting challenges for Recommender Systems and
Machine Learning research communities.
This workshop aims to bring together researchers and practitioners in the fashion,
recommendations and machine learning domains to discuss open problems in the aforementioned areas.
This involves addressing interdisciplinary problems with all of the challenges it entails.
Within this workshop we aim to start the conversation among professionals in the fashion
and e-commerce industries and recommender systems scientists, and create a new space for
collaboration between these communities necessary for tackling these deep problems.
To provide rich opportunities to share opinions and experience in such an emerging field,
we will accept paper submissions on established and novel ideas, as well as new interactive