A Method for Identifying Passengers' Potential Ticket Purchase Needs

Abstract

The invention provides a method for identifying passengers' potential ticket purchase needs. The method includes: obtaining relevant data of the target train and processing them; establishing an update mechanism for remaining tickets; and classifying the willingness of passengers to purchase tickets into definite willingness and non-deterministic one according to the passenger's ticket purchase behavior and the remaining tickets of each class of train seats. Passenger ticket purchase data is divided into deterministic passenger ticket purchase data and non-deterministic passenger ticket purchase data; after processing, the relevant data of the target train is extracted to obtain the correlation with the train seat level High characteristics; Based on the passenger ticket purchase data of deterministic willingness, construct a support vector machine model for identifying the potential ticket purchase demand of passengers; use the support vector machine model constructed to identify the potential purchase ticket demand. Through this method, the potential ticket demand hidden behind the uncertain demand can be excavated, and a more reliable basis for the interval ticket allocation can be provided.

Description

technical field [0001] The invention relates to the field of railway transportation, and in particular proposes a method for identifying passengers' potential ticket-purchasing demand for passenger's uncertain ticket-purchasing demand re-identification. Background technique [0002] High-speed railways play an important role in my country's transportation system. In 2019, the proportion of passengers transported accounted for 64.1% of all modes of transportation. However, even so, few lines can meet both the needs of passengers and the income level expected by railways. To solve this problem, there are generally two methods: one is to adjust the price strategy, and the other is to rationally plan and utilize the transportation capacity of the train. It is not easy to implement the former in our country, because the railway fare is regulated by the government and is too little affected by the outside world, so the rational use of train transportation capacity has become an im...

AI Technical Summary

Problems solved by technology

[0003] The potential ticket purchase needs of passengers can be determined according to the ticket purchase behavior to some extent, but the ticket purchase behavior of some passengers cannot reflect their potential ticket purchase needs, because some passengers are subject to some restrictions when they purchase tickets (such as A certain type of ticket is already sold out)

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