Demand Forecasting in the Fashion Industry: A Review

被引:30
|
作者
Nenni, Maria Elena [1 ]
Giustiniano, Luca [2 ]
Pirolo, Luca [2 ]
机构
[1] Univ Naples Federico II, Naples, Italy
[2] Univ LUISS Guido Carli, Rome, Italy
关键词
Demand Forecasting; Fashion; Supply;
D O I
10.5772/56840
中图分类号
F [经济];
学科分类号
02 ;
摘要
Forecasting demand is a crucial issue for driving efficient operations management plans. This is especially the case in the fashion industry, where demand uncertainty, lack of historical data and seasonal trends usually coexist. Many approaches to this issue have been proposed in the literature over the past few decades. In this paper, forecasting methods are compared with the aim of linking approaches to the market features.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Multiple Forecasting Algorithms for Demand Forecasting in the Fashion Industry
    Bruzzone, Agostino
    Longo, Fransco
    Nicoletti, Letizia
    Chiurco, Alessandro
    Bartolucci, Christian
    2013 8TH EUROSIM CONGRESS ON MODELLING AND SIMULATION (EUROSIM), 2013, : 421 - 426
  • [2] Demand forecasting for fashion products: A systematic review
    Swaminathan, Kritika
    Venkitasubramony, Rakesh
    INTERNATIONAL JOURNAL OF FORECASTING, 2024, 40 (01) : 247 - 267
  • [3] Deep Learning for Demand Forecasting in the Fashion and Apparel Retail Industry
    Giri, Chandadevi
    Chen, Yan
    FORECASTING, 2022, 4 (02): : 565 - 581
  • [4] Demand Forecasting New Fashion Products: A Review Paper
    Anitha, S.
    Neelakandan, R.
    JOURNAL OF FORECASTING, 2025, 44 (02) : 270 - 280
  • [5] Sales Forecasting for Fashion Retailing Service Industry: A Review
    Liu, Na
    Ren, Shuyun
    Choi, Tsan-Ming
    Hui, Chi-Leung
    Ng, Sau-Fun
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [6] The Usage of Social Media Text Data for the Demand Forecasting in the Fashion Industry
    Beheshti-Kashi, Samaneh
    Thoben, Klaus-Dieter
    DYNAMICS IN LOGISTICS, LDIC, 2014, 2016, : 723 - 727
  • [7] Systematic review of passenger demand forecasting in aviation industry
    Renju Aleyamma Zachariah
    Sahil Sharma
    Vijay Kumar
    Multimedia Tools and Applications, 2023, 82 : 46483 - 46519
  • [8] Systematic review of passenger demand forecasting in aviation industry
    Zachariah, Renju Aleyamma
    Sharma, Sahil
    Kumar, Vijay
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (30) : 46483 - 46519
  • [9] The discourse of fashion change: Trend forecasting in the fashion industry
    Lopes, Maria Vieira
    FASHION STYLE & POPULAR CULTURE, 2019, 6 (03) : 333 - 349
  • [10] Fourier Analysis for Demand Forecasting in a Fashion Company
    Fumi, Andrea
    Pepe, Arianna
    Scarabotti, Laura
    Schiraldi, Massimiliano M.
    INTERNATIONAL JOURNAL OF ENGINEERING BUSINESS MANAGEMENT, 2013, 5