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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
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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射水-電子 007 EB0002440 Computer Scinece R0 2005-6,2022-3

9783030940164

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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
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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