Intelligent Fashion Forecasting Systems: Models and Applications

  • Tsan-Ming Choi
  • Chi-Leung Hui
  • Yong Yu
Book

Table of contents

  1. Front Matter
    Pages i-viii
  2. Introduction, Review and Exploratory Studies

  3. Theoretical Modeling Research

  4. Intelligent Fashion Forecasting: Applications and Analysis

    1. Front Matter
      Pages 121-121
    2. Murat Kaya, Engin Yeşil, M. Furkan Dodurka, Sarven Sıradağ
      Pages 123-146
    3. Yong Yu, Sau-Fun Ng, Chi-Leung Hui, Na Liu, Tsan-Ming Choi
      Pages 147-160
    4. Logica Banica, Daniela Pirvu, Alina Hagiu
      Pages 161-194

About this book

Introduction

Forecasting is a crucial function for companies in the fashion industry, but for many real-life forecasting applications, the data patterns are notorious for being highly volatile and it is very difficult, if not impossible, to analytically learn about the underlying patterns. As a result, many traditional methods (such as pure statistical models) will fail to make a sound prediction. Over the past decade, advances in artificial intelligence and computing technologies have provided an alternative way of generating precise and accurate forecasting results for fashion businesses. Despite being an important and timely topic, there is currently an absence of a comprehensive reference source that provides up-to-date theoretical and applied research findings on the subject of intelligent fashion forecasting systems. This three-part handbook fulfills this need and covers materials ranging from introductory studies and technical reviews, theoretical modeling research, to intelligent fashion forecasting applications and analysis. This book is suitable for academic researchers, graduate students, senior undergraduate students and practitioners who are interested in the latest research on fashion forecasting.

Keywords

artificial intelligence decision support systems fashion forecasting intelligent forecasting systems

Editors and affiliations

  • Tsan-Ming Choi
    • 1
  • Chi-Leung Hui
    • 2
  • Yong Yu
    • 3
  1. 1.Business Division Institute of Textiles and ClothingThe Hong Kong Polytechnic UniversityHongkongPeople's Republic of China
  2. 2.Business Division Institute of Textiles and ClothingThe Hong Kong Polytechnic UniversityHongkongPeople's Republic of China
  3. 3.Business Division Institute of Textiles and ClothingThe Hong Kong Polytechnic UniversityHongkongPeople's Republic of China

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-39869-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 2014
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Business and Economics
  • Print ISBN 978-3-642-39868-1
  • Online ISBN 978-3-642-39869-8
  • About this book