Title:
SALES VOLUME PREDICTION METHOD AND DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2019/109790
Kind Code:
A1
Abstract:
A sales volume prediction method and device, and a computer-readable storage medium, relating to the field of data processing. The sales volume prediction method comprises: according to distribution conditions of sales volume information, at different time units, of a stock keeping unit (SKU) to be measured, determining a time attribute of the SKU to be measured (S102); acquiring a feature vector of the SKU to be measured, and a sales volume prediction model corresponding to the time attribute of the SKU to be measured, wherein the feature vector of the SKU to be measured comprises historical data and predicted time information of the SKU to be measured (S104); and inputting, into the prediction model, the feature vector of the SKU to be measured, to obtain a sales volume prediction result (S106). Thus, the prediction result can better satisfy the distribution regularities, at different times, of the sales volume of the SKU to be measured, improving the accuracy of sales volume prediction, reducing the labor costs and thus promoting the operating efficiency of the entire electronic commerce platform.
More Like This:
Inventors:
GAO YUWEI (CN)
SONG LEI (CN)
HU BI (CN)
MA LICHEN (CN)
SONG LEI (CN)
HU BI (CN)
MA LICHEN (CN)
Application Number:
PCT/CN2018/115652
Publication Date:
June 13, 2019
Filing Date:
November 15, 2018
Export Citation:
Assignee:
BEIJING JINGDONG SHANGKE INFORMATION TECHNOLOGY CO LTD (CN)
BEIJING JINGDONG CENTURY TRADING CO LTD (CN)
BEIJING JINGDONG CENTURY TRADING CO LTD (CN)
International Classes:
G06Q30/02
Foreign References:
| CN106570573A | 2017-04-19 | |||
| CN1423215A | 2003-06-11 | |||
| CN104700152A | 2015-06-10 | |||
| CN106951514A | 2017-07-14 | |||
| US20160117702A1 | 2016-04-28 |
Attorney, Agent or Firm:
CCPIT PATENT AND TRADEMARK LAW OFFICE (CN)
Download PDF: