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International air ticket price prediction method

A price forecasting and air ticket technology, applied in market forecasting, instruments, data processing applications, etc., can solve the problems of low reliability, low accuracy, and high time cost, so as to improve forecast accuracy, solve high time cost, and improve users. The effect of experience

Pending Publication Date: 2019-04-19
深圳市活力天汇科技股份有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] High time cost: It may take a week or more for users to purchase a ticket with the right price;
[0004] Low accuracy rate: users can only roughly estimate the future price trend based on their daily search prices, and the credibility is very low;

Method used

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Examples

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Embodiment Construction

[0020] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0021] The flow chart of an international air ticket price prediction method in the embodiment of the present invention is as follows figure 1 As shown, the method includes the following steps:

[0022] S101. Accumulate the fare on the departure date of the flight inquired by the user N days before the current date: X 0 , X 1 ,...,X N-1 , N is an integer greater than 1;

[0023] S102. Calculate the average value AVG of the historical fare of the flight on the departure date;

[0024] S103. Calculate the influence factor DAY of the number of days from the current date to the departure date on the fare;

[0025] S104. Calculate the impact factor ENV of the destination environment on the fare, where the environment refers to human events and natural events that affect the fare;

[0026] S105. Calculate the take-off date as TIME, the influence factor on the...

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Abstract

The invention discloses an international air ticket price prediction method. The method comprises the steps that of accmulating ticket price of a flight inquired by a user at the takeoff date N days before the current date; Calculating an average value of historical ticket prices of the flight at the takeoff date; Calculating an influence factor of the number of days from the current date to the takeoff date on the ticket price; Calculating an influence factor of the destination environment on the ticket price; Calculating the influence factor of the take-off date on the ticket price in the slack season or the vigorous season; And solving the predicted ticket price obtained from the historical ticket prices of the previous N days and the weighted summation value of the influence factors toobtain the predicted ticket price of the flight inquired by the user at the current date at the takeoff date. On the basis that prediction is carried out according to historical ticket prices, the influence of various factors such as the distance between the current date and the takeoff date on the ticket prices is considered, the prediction precision is improved, the decision-making time of a user when the user purchases an air ticket can be saved, and the user experience is improved.

Description

technical field [0001] The invention belongs to the technical field of air ticket query and prediction, and in particular relates to a method for predicting an international air ticket price. Background technique [0002] At present, the global air ticket booking website can trigger the airline company or supplier interface according to the user's search request (the trigger interface refers to initiating an http request to a certain air ticket supplier, and the request parameters include the departure city, arrival city, and departure date) to obtain a certain The air ticket price purchased on the day of the route. If the user wants to buy the most affordable price for holiday travel, he needs to make multiple horizontal, vertical and cross comparisons on multiple Internet ticket OTA (Online Travel Agency) websites. The horizontal comparison is based on the route selected by the user, the departure date is not fixed, and the price is cheaper when compared to which day; the...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q50/30
CPCG06Q30/0206G06Q50/40
Inventor 白晶磊邹延迪李尚锦
Owner 深圳市活力天汇科技股份有限公司
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