arrow
Return

Post-script-Retail forecasting: Research and practice

delete2022-10-01
delete7
delete
OA
AI
R
Robert Fildes *
S
Stephan Kolassa
马少辉 cover
马少辉 (Shaohui Ma)
DOI:10.1016/j.ijforecast.2021.09.012delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
This note updates the 2019 review article Retail forecasting: Research and practicein the context of the COVID-19 pandemic and the substantial new research on machinelearning algorithms, when applied to retail. It offers new conclusions and challenges for both research and practice in retail demand forecasting.(c) 2021 International Institute of Forecasters. Published by Elsevier B.V. All rights reserved.
Keywords:
COVID-19
Disruption
Structural change
Instability
Omni-retailing
Online retail
Machine learning
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

International Journal of Forecasting cover
International Journal of Forecasting
IF:
7.1
Papers:
3.1K
Citations:
9.9K

Organization

Nanjing Audit University cover
Nanjing Audit University
Scholars:
1.0K
Papers: 1.3K
Citations: 1.3K
Cited Papers

Cited Papers

Distributional regression for demand forecasting in e-grocery
err2021-11-01
err22
errOAAI
errUlrich, Matthias; Jahnke, Hermann; Langrock, Roland; Pesch, Robert; Senge, Robin
errShare
errSave
Demand forecasting with user-generated online information
err2019-01-01
err35
errOAAI
errSchaer, Oliver; Kourentzes, Nikolaos; Fildes, Robert
errShare
errSave
errShare
errSave
Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions
err2021-04-01
err333
errOAAI
errNikolopoulos, Konstantinos; Punia, Sushil; Schafers, Andreas; Tsinopoulos, Christos; Vasilakis, Chrysovalantis
errShare
errSave
Effect of the electrical double layer on voltammetry at microelectrodes
err2002-05-01
err0
PREAI
errJohn D. Norton; Henry S. White; Stephen W. Feldberg
errShare
errSave
researcher View more