Merchant passenger flow volume method and apparatus

A prediction method and technology of a prediction device, which are applied in the field of data processing, can solve the problems of low accuracy of short-term prediction, large gap between prediction results and actual results, and low accuracy of passenger flow, and are easy to understand, implement and solve. The effect of slow optimization and low resolution

Inactive Publication Date: 2017-09-05
PHICOMM (SHANGHAI) CO LTD
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Problems solved by technology

[0003] Under normal circumstances, forecasting is generally aimed at relatively large and complex systems such as traffic flow and weather. For the forecasting of business passenger flow, there is little research at home and abroad. Generally, simple historical data statistics are used to predict using some time series methods. There is often a large gap between the predicted results of

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  • Merchant passenger flow volume method and apparatus
  • Merchant passenger flow volume method and apparatus
  • Merchant passenger flow volume method and apparatus

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[0031] In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the specific embodiments of the present invention will be described below with reference to the drawings. Obviously, the drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, without creative work, other drawings can be obtained based on these drawings and obtained Other embodiments.

[0032] In order to make the drawings concise, the drawings only schematically show the parts related to the present invention, and they do not represent the actual structure of the product. In addition, in order to make the drawings concise and easy to understand, in some drawings, only one of the components with the same structure or function is schematically shown, or only one of them is marked. In this article, "a" not only means "only this one", but can also mean "more than one".

[0033] ARIMA m...

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Abstract

The present invention provides a method and device for predicting business traffic, comprising: S100 acquiring user consumption data and feature attribute information affecting customer traffic; S200 constructing a decision tree model respectively according to the user consumption data and the feature attribute information And the target ARIMA model to predict the future traffic of each merchant. The invention organically combines the characteristics and advantages of the decision tree model and the ARIMA model, provides a scientific and accurate model selection method, and more accurately predicts the customer flow of merchants.

Description

technical field [0001] The invention relates to the field of data processing, in particular to a method and device for predicting customer flow of a merchant. Background technique [0002] With the popularity of mobile location services, large e-commerce platforms have accumulated massive online and offline transaction data from users and merchants. The merchant platform uses these data to provide merchants with customized back-end business intelligence services including transaction statistics, sales analysis and sales recommendations. For example, an e-commerce platform can provide sales forecasts for each merchant. Based on the prediction results, merchants can optimize operations, reduce costs, and improve user experience. [0003] Under normal circumstances, forecasting is generally aimed at relatively large and complex systems such as traffic flow and weather. For the forecasting of business passenger flow, there is little research at home and abroad. Generally, simp...

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Application Information

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IPC IPC(8): G06Q30/02
CPCG06Q30/0201G06Q30/0202
Inventor 张珣
Owner PHICOMM (SHANGHAI) CO LTD
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