Recommender Systems in Fashion and Retail : Proceedings of the Third Workshop at the Recommender Systems Conference (2021) / edited by Nima Dokoohaki, Shatha Jaradat, Humberto Jesús Corona Pampín, Reza Shirvany
(Lecture Notes in Electrical Engineering. ISSN:18761119 ; 830)
データ種別 | 電子ブック |
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版 | 1st ed. 2022. |
出版者 | (Cham : Springer International Publishing : Imprint: Springer) |
出版年 | 2022 |
大きさ | VI, 115 p. 22 illus., 21 illus. in color : online resource |
著者標目 | Dokoohaki, Nima editor Jaradat, Shatha editor Corona Pampín, Humberto Jesús editor Shirvany, Reza editor SpringerLink (Online service) |
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一般注記 | 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 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). HTTP:URL=https://doi.org/10.1007/978-3-030-94016-4 |
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件 名 | LCSH:Machine learning LCSH:Electronic commerce LCSH:Clothing and dress -- Social aspects 全ての件名で検索 LCSH:Human body in popular culture LCSH:Social media LCSH:Data protection -- Law and legislation 全ての件名で検索 FREE:Machine Learning FREE:e-Commerce and e-Business FREE:Fashion and the Body FREE:Social Media FREE:Privacy |
分 類 | LCC:Q325.5-.7 DC23:006.31 |
書誌ID | EB00001828 |
ISBN | 9783030940164 |
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