Nima Dokoohaki & Shatha Jaradat 
Recommender Systems in Fashion and Retail [PDF ebook] 
Proceedings of the Third Workshop at the Recommender Systems Conference (2021)

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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).

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Table des matières

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. Skill SF: 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.

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Langue Anglais ● Format PDF ● Pages 115 ● ISBN 9783030940164 ● Taille du fichier 2.1 MB ● Éditeur Nima Dokoohaki & Shatha Jaradat ● Maison d’édition Springer International Publishing ● Lieu Cham ● Pays CH ● Publié 2022 ● Téléchargeable 24 mois ● Devise EUR ● ID 8326636 ● Protection contre la copie DRM sociale

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