Fashion Recommender Systems Nima Dokoohaki 3030552187 9783030552183

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Product details:

• ISBN 10: 3030552187
• ISBN 13: 9783030552183
• Author: Nima Dokoohaki

This book includes the proceedings of the first workshop on Recommender Systems in Fashion 2019. It presents a state of the art view of the advancements within the field of recommendation systems with focused application to e-commerce, retail and fashion. The volume covers 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 social fashion-based recommendations (outfits inspired by influencers), product recommendations, or size and fit recommendations.

Table of contents:

Part I. Cold Start in Recommendations

Fashion Recommender Systems in Cold Start

Part II. Complementary and Session Based Recommendation

Enabling Hyper-Personalisation: Automated Ad Creative Generation and Ranking for Fashion e-Commerce

Two-Stage Session-Based Recommendations with Candidate Rank Embeddings

Part III. Outfit Recommendations

Attention-Based Fusion for Outfit Recommendation

Outfit2Vec: Incorporating Clothing Hierarchical MetaData into Outfits’ Recommendation

Part IV. Sizing and Fit Recommendations

Learning Size and Fit from Fashion Images

Part V. Generative Outfit Recommendation

Generating High-Resolution Fashion Model Images Wearing Custom Outfits

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