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Method and device for predicting average ticket price income of civil aviation and electronic equipment

A prediction method and technology of electronic equipment, applied in the field of civil aviation, can solve problems such as poor accuracy and achieve the effect of avoiding poor accuracy

Pending Publication Date: 2022-03-11
中国航空结算有限责任公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Airlines currently mainly use semi-automated technical means for fare revenue, and conduct empirical analysis through manual comparison with historical data to realize the prediction of future fare revenue. Because the revenue prediction in this process is too dependent on human experience, it is highly subjective. , resulting in poor accuracy of the prediction results of the future average ticket price revenue of civil aviation

Method used

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  • Method and device for predicting average ticket price income of civil aviation and electronic equipment
  • Method and device for predicting average ticket price income of civil aviation and electronic equipment
  • Method and device for predicting average ticket price income of civil aviation and electronic equipment

Examples

Experimental program
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Effect test

Embodiment 1

[0049] figure 1 It is a flow chart of a method for predicting the average ticket price revenue of civil aviation according to an embodiment of the present application.

[0050] Such as figure 1 As shown, the method for predicting the average fare revenue of civil aviation provided by this embodiment is applied to electronic equipment, and the electronic device can be regarded as a computer or server with data calculation and information processing. Forecasting specifically includes the following steps:

[0051] S101. Collect cross-regional or single-line fare settlement data of airlines.

[0052] First, for different regions of different airlines, extract relevant information data from the settlement company's production database and settlement database; the reference date here is the date of historical occurrence. Daily income data is for reference.

[0053] Then, for multi-dimensional relevant information data, by associating flight number, airline code, flight time and ...

Embodiment 2

[0073] figure 2 It is a flow chart of another forecasting method for civil aviation average fare revenue according to an embodiment of the present application.

[0074] Such as figure 2 As shown, the method for predicting the average fare revenue of civil aviation provided by this embodiment is applied to electronic equipment, and the electronic device can be regarded as a computer or server with data calculation and information processing. Forecasting specifically includes the following steps:

[0075] S201. Collect cross-regional or single-line fare settlement data of airlines.

[0076] First, for different regions of different airlines, extract relevant information data from the settlement company's production database and settlement database; the reference date here is the date of historical occurrence. Daily income data is for reference.

[0077] Then, for multi-dimensional relevant information data, by associating flight number, airline code, flight time and date, ...

Embodiment 3

[0105] image 3 It is a block diagram of a forecasting device for civil aviation average fare revenue according to an embodiment of the present application.

[0106] Such as image 3 As shown, the forecasting device for civil aviation average fare income provided by this embodiment is applied to electronic equipment, and the electronic equipment can be regarded as a computer or server with data calculation and information processing. The prediction specifically includes a data collection module 10 , a data processing module 20 and a prediction execution module 30 .

[0107] The data collection module is used to collect airline fare settlement data across regions or single lines. This module includes acquisition execution unit and preliminary processing unit.

[0108]The acquisition execution unit is used to extract relevant information data from the production database and settlement database of the settlement company for different regions of different airlines; the referen...

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Abstract

The invention discloses a civil aviation average ticket price income prediction method and apparatus, and an electronic device. The method and apparatus specifically comprise the steps of collecting cross-regional or single-line ticket price settlement data of an airline; processing the ticket price settlement data to obtain time sequence data; and inputting the time sequence data into a pre-constructed Prophet model to obtain a predicted ticket price income. It can be seen from the prediction process that the process does not need to depend on human experience, and therefore the problem that the accuracy of a prediction result is poor due to the fact that an existing scheme is too high in subjectivity is solved.

Description

technical field [0001] The present application relates to the technical field of civil aviation, and more specifically, relates to a method, device and electronic equipment for predicting the average fare revenue of civil aviation. Background technique [0002] At present, the domestic civil aviation market has decided to gradually establish a mechanism for forming prices through market competition. Through extensive market competition, the net profit rate of airline companies will gradually change with the advancement of the marketization of fares. Airlines use the average ticket price of routes and regions for operational analysis, which has strong guiding significance for future capacity and production. The accuracy of the average ticket price estimation affects the calculation accuracy of the core indicators of the airline company and the industry, the judgment of the positioning and the deployment strategy of the flight capacity. [0003] Airlines currently mainly use...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06Q50/30G06F17/14G06F17/18
CPCG06Q30/0202G06Q30/0201G06F17/14G06F17/18G06Q50/40
Inventor 王坤祥牧日根白叶涛元琛
Owner 中国航空结算有限责任公司