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Civil aviation passenger relationship classification method

A technology for relationship classification, passenger, applied in the field of classification of passenger relationship

Inactive Publication Date: 2016-06-08
TRAVELSKY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the context of existing data sources, there is currently no specific link that will record the relationship of passengers

Method used

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  • Civil aviation passenger relationship classification method
  • Civil aviation passenger relationship classification method
  • Civil aviation passenger relationship classification method

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Embodiment Construction

[0025] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0026] Design the sample relationship data collection scheme, obtain a certain scale and representative passenger relationship sample set, model the classification problem according to the classification method, classification target and existing passenger relationship attribute set, and prepare sample data based on this. After preparing a sa...

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Abstract

The invention provides a civil aviation passenger relationship classification method comprising the steps that step 1: sample data of passengers are acquired; step 2: feature selection and construction are performed on the sample data; step 3: rule-based pre-classification is performed on the sample data so that the passenger relationship between the samples is obtained; step 4: BP neural network classification is performed on the sample data of which pre-classification cannot be performed so that passenger relationship between the samples is obtained; and step 5: the passenger relationship between the samples obtained in the step 3 and the step 4 is corrected. According to the method, pre-classification and BP neural network classification are performed on the passenger samples so that the relationship attributes of the passengers can be correctly identified in the mass civil aviation passenger network data, and civil aviation operation efficiency and quality can be enhanced.

Description

technical field [0001] The invention relates to a method for classifying passenger relations applicable to the civil aviation industry, which is used for distinguishing and classifying whether the passenger network relations are relatives and friends or business relations. Background technique [0002] Civil aviation passengers have established a social relationship through common behaviors such as joint ticket booking, joint check-in, and common flight during the joint travel process. Among them, there are relatives and friends traveling as family, relatives, and friends, and some are colleagues. A business relationship that travels as a business partner, the two relationships have different travel characteristics. In the context of existing data sources, there is currently no specific link that will record the relationship of passengers. In the large amount of civil aviation passenger network data, if the relationship attributes of passengers can be correctly identified, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06Q50/30
CPCG06F18/24G06F18/214G06Q50/40
Inventor 周元炜祁堃贾旭光隋华懿蔡亚男杨程屹
Owner TRAVELSKY