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Gasoline station pricing model construction method and oil price determination method and device

A pricing model and construction method technology, applied in the field of data processing, can solve the problems of gas station profit maximization and lack of scientific guidance

Pending Publication Date: 2020-04-07
BEIJING GRIDSUM TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method of determining oil prices is highly subjective and lacks scientific guidance. It cannot improve the competitiveness of gas stations without ensuring profitability, or maximize the profits of gas stations without ensuring a competitive advantage.

Method used

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  • Gasoline station pricing model construction method and oil price determination method and device
  • Gasoline station pricing model construction method and oil price determination method and device
  • Gasoline station pricing model construction method and oil price determination method and device

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Embodiment Construction

[0046] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0047] see figure 1 , this embodiment discloses a method for constructing a gas station pricing model, which specifically includes the following steps:

[0048] S101: Obtain the training data of the gas station pricing model;

[0049] The training data of the gas station pricing model includes: the historical preferential period sales data and the historical non-preferential period sales data of the target oil products of the targ...

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Abstract

The invention discloses a gas station pricing model construction method and a gas station oil price determination method. Competition factors of surrounding gas stations are considered; taking the historical discount period sales data and the historical non-discount period sales data of the target oil product of the target gas station, the distance between each peripheral gas station and the target gas station, and the historical discount period sales data of the target oil product of each peripheral gas station as training data; and training the preset machine learning model to obtain a gas station pricing model. Inputting the current standard oil price of the target oil product and the current price reduction amplitude value and price reduction time of the target oil product of each surrounding gas station into a gas station pricing model for processing; according to the method, the oil price and the preferential time period of the target oil product under the profit maximization ofthe target gas station are determined, and the preferential strategy for achieving profit maximization under the condition that the gas station has competitive advantages can be accurately obtained.

Description

technical field [0001] The present invention relates to the technical field of data processing, and more specifically, to a method for constructing a gas station pricing model, a method, a device, a storage medium, and a processor for determining an oil price at a gas station. Background technique [0002] With the rapid increase of domestic car ownership in recent years, both state-owned and private capital have invested a lot in the construction and operation of gas stations, and the competition is fierce. [0003] The main means of competition among gas stations is price reduction and promotion. At present, gas stations generally rely on experience to formulate preferential strategies. This method of determining oil prices is highly subjective and lacks scientific guidance. It cannot improve the competitiveness of gas stations without ensuring profitability, or maximize the profits of gas stations without ensuring a competitive advantage. Therefore, how to set the oil pr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02
CPCG06Q30/0206
Inventor 杨军
Owner BEIJING GRIDSUM TECH CO LTD