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).
Sommario
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 O?ine Evaluation Decisions Against Online Results: A Real-Time Recommendations Case Study.- Chapter 6. Attentive Hierarchical Label Sharing for Enhanced Garment and Attribute Classi?cation of Fashion Imagery.- Chapter 7. Style-based Interactive Eyewear Recommendations.
Altre Informazioni
ISBN:
9783030940157
Condizione: Nuovo
Collana: Lecture Notes in Electrical Engineering
Dimensioni: 235 x 155 mm Ø 360 gr
Formato: Copertina rigida
Illustration Notes:VI, 115 p. 22 illus., 21 illus. in color.
Pagine Arabe: 115
Pagine Romane: vi
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