Research on E-Commerce Inventory Sales Forecasting Model Based on ARIMA and LSTM Algorithm

Research on E-Commerce Inventory Sales Forecasting Model Based on ARIMA and LSTM Algorithm

Accurate forecasting is critical for effective warehouse network planning and inventory management in e-commerce. This study tackles these challenges by applying a differentiated forecasting strategy over a three-month period. The Autoregressive Integrated Moving Average (ARIMA) model is used for mo...

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Bibliographic Details
Main Authors: Chenyang Wang, Junsheng Wang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Mathematics
Subjects:
warehouse planning
inventory prediction
sales prediction
ARIMA model
LSTM model
Online Access:https://www.mdpi.com/2227-7390/13/11/1838
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