Recommender Systems in Fashion and Retail Proceedings of the Fourth Workshop at the Recommender Systems Conference (2022) /
This book includes the proceedings of the fourth workshop on recommender systems in fashion and retail (2022), 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 reade...
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| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
|
| Edition: | 1st ed. 2023. |
| Series: | Lecture Notes in Electrical Engineering,
981 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-031-22192-7 |
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| 024 | 7 | |a 10.1007/978-3-031-22192-7 |2 doi | |
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| 245 | 1 | 0 | |a Recommender Systems in Fashion and Retail |h [electronic resource] : |b Proceedings of the Fourth Workshop at the Recommender Systems Conference (2022) / |c edited by Humberto Jesús Corona Pampín, Reza Shirvany. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (IX, 119 p. 32 illus.). |b 30 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Lecture Notes in Electrical Engineering, |x 1876-1119 ; |v 981 | |
| 505 | 0 | |a 1. Identification of Fine-grained Fit Information from Customer Reviews in Fashion -- 2. Personalization through User Attributes for Transformer-based Sequential Recommendation -- 3. Reusable Self-Attention-based Recommender System for Fashion -- 4. Adversarial Attacks against Visually-aware Fashion Outfit Recommender Systems -- 5. Contrastive Learning for Topic-Dependent Image Ranking -- 6. A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail -- 7. End-to-End Image-Based Fashion Recommendation. | |
| 520 | |a This book includes the proceedings of the fourth workshop on recommender systems in fashion and retail (2022), 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). | ||
| 588 | |a Print version record. | ||
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Electronic commerce. | |
| 650 | 0 | |a Clothing and dress |x Social aspects. | |
| 650 | 0 | |a Human body in popular culture. | |
| 650 | 0 | |a Social media. | |
| 650 | 0 | |a Data protection |x Law and legislation. | |
| 650 | 1 | 4 | |a Machine Learning. |
| 650 | 2 | 4 | |a e-Commerce and e-Business. |
| 650 | 2 | 4 | |a Fashion and the Body. |
| 650 | 2 | 4 | |a Social Media. |
| 650 | 2 | 4 | |a Privacy. |
| 700 | 1 | |a Corona Pampín, Humberto Jesús. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Shirvany, Reza. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031221910 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031221934 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031221941 |
| 830 | 0 | |a Lecture Notes in Electrical Engineering, |x 1876-1119 ; |v 981 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-031-22192-7 |
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| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||
| 950 | |a Springer Nature Proceedings excluding Computer Science (SpringerNature-85345) | ||