Nima Dokoohaki,
Shatha Jaradat,
Humberto Jesús Corona Pampín,
Reza Shirvany
e.a.
Springer International Publishing
e druk, 2023
9783030940188
Recommender Systems in Fashion and Retail
Proceedings of the Third Workshop at the Recommender Systems Conference (2021)
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2023
ISBN13: 9783030940188
Rubricering
Onderdeel van serie
Lecture Notes in Electrical Engineering
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book includes the proceedings of the third workshop on recommender systems in fashion and retail (2021), and it aims to present a state-of-the-art view of the advancements within the field of recommendation systems with focused application to e-commerce, retail, and fashion by presenting readers with chapters covering contributions from academic as well as industrial researchers active within this emerging new field. Recommender systems are often used to solve different complex problems in this scenario, such as product recommendations, size and fit recommendations, and social media-influenced recommendations (outfits worn by influencers).
Specificaties
ISBN13:9783030940188
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Inhoudsopgave
Chapter 1. Using Relational Graph Convolutional Networks to Assign Fashion Communities to Users.- Chapter 2. What Users Want? WARHOL: A Generative Model for Recommendation.- Chapter 3. Knowing When You Don’t Know in Online Fashion: An Uncertainty Aware Size Recommendation Framework.- Chapter 4. SkillSF: In the Sizing Game, Your Size is Your Skill.- Chapter 5. A Critical Analysis of Offline Evaluation Decisions Against Online Results: A Real-Time Recommendations Case Study.- Chapter 6. Attentive Hierarchical Label Sharing for Enhanced Garment and Attribute Classification of Fashion Imagery.- Chapter 7. Style-based Interactive Eyewear Recommendations.