Recommender Systems in Fashion and Retail
Springer International Publishing (Verlag)
978-3-030-66102-1 (ISBN)
This book includes the proceedings of the second workshop on recommender systems in fashion and retail (2020), 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, or size and fit recommendations, and social media-influenced recommendations (outfits worn by influencers).
Chapter 1. The Importance of Brand A nity in Luxury Fashion Recommendations.- Chapter 2. Probabilistic Color Modelling of Clothing Items.- Chapter 3. User Aesthetics Identification for Fashion Recommendations.- Chapter 4. Towards User-in-the-Loop Online Fashion Size Recommendation with Low Cognitive Load.- Chapter 5. Attention Gets You the Right Size and Fit in Fashion.- Chapter 6. The Ensemble-Building Challenge for Fashion Recommendation.- Chapter 7. Outfit Generation and Recommendation - An Experimental Study.- Chapter 8. Understanding Professional Fashion Stylists' Outfit Recommendation Process.
| Erscheinungsdatum | 06.04.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Electrical Engineering |
| Zusatzinfo | V, 160 p. 52 illus., 45 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 424 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | AI Artificial Intelligence • computer vision • E-Commerce • fashion retail • Information Retrieval • information systems • machine learning • Recommender Systems • Text Mining |
| ISBN-10 | 3-030-66102-4 / 3030661024 |
| ISBN-13 | 978-3-030-66102-1 / 9783030661021 |
| Zustand | Neuware |
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