Recommender Systems in Fashion and Retail

This book provides an overview of the advancements in recommendation systems for e-commerce, retail, and fashion, with a focus on academic and industrial research. It covers topics such as product recommendations, size and fit recommendations, and social media-influenced recommendations.

Format: Paperback / softback
Length: 160 pages
Publication date: 24 March 2022
Publisher: Springer Nature Switzerland AG

This book is a comprehensive compilation of the proceedings from the second workshop on recommender systems in fashion and retail, held in 2020. Its primary objective is to provide a cutting-edge overview of the latest advancements in recommendation systems, with a specific emphasis on their applications in e-commerce, retail, and fashion. By presenting chapters authored by both academic and industrial researchers actively engaged in this rapidly evolving field, the book aims to offer readers a comprehensive understanding of the current state-of-the-art in recommendation systems.

Recommender systems play a crucial role in addressing various complex challenges in this domain. They are utilized to recommend products, such as clothing items or accessories, based on user preferences and past behavior. Additionally, recommender systems are employed to provide personalized size and fit recommendations, ensuring optimal comfort and satisfaction for customers. Moreover, with the increasing influence of social media on fashion trends, recommender systems have evolved to incorporate social media-influenced recommendations, showcasing outfits worn by influencers to influence consumer choices.

The book encompasses a wide range of topics, including user-centric recommendation models, collaborative filtering algorithms, content-based filtering techniques, deep learning-based approaches, and hybrid recommendation systems. Each chapter delves into the theoretical foundations, practical implementations, and evaluation methodologies of these recommendation systems, providing valuable insights for both researchers and practitioners in the field.

By presenting a state-of-the-art view of the advancements in recommendation systems, this book serves as a valuable resource for scholars, researchers, and industry professionals seeking to stay updated with the latest trends and developments in the field. It offers a comprehensive understanding of the potential of recommendation systems to enhance customer experiences, drive sales, and foster innovation in the fashion and retail industry.

In conclusion, this book is a must-read for anyone interested in the field of recommendation systems, particularly in the context of e-commerce, retail, and fashion. It provides a comprehensive and up-to-date overview of the latest advancements, theoretical foundations, and practical applications, making it an invaluable resource for researchers, practitioners, and industry professionals alike.

Weight: 267g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030661052
Edition number: 1st ed. 2021