MACHINE LEARNING-BASED METHOD AND DEVICE FOR FORECAST OF GARMENT SALES

摘要

A machine learning-based method and device for forecast of garment sales and a computer readable storage medium. The forecast method comprises the following steps: storing sales history data in a sales history database; collecting social media data from a social media network, and storing the collected social media data in a social media database; and using the sales history data and the social media data to establish a model for forecast of garment sales, and using the model to forecast a garment sales volume. The method effectively employs machine learning techniques to increase accuracy of forecasting colors and fashionable dresses according to social media posts.