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基于数据流模型的航线网络结构可视分析方法

贺怀清 宋淼 刘浩翰

现代电子技术2024,Vol.47Issue(19):27-32,6.
现代电子技术2024,Vol.47Issue(19):27-32,6.DOI:10.16652/j.issn.1004-373x.2024.19.005

基于数据流模型的航线网络结构可视分析方法

Route network structure visualization analysis method based on data flow model

贺怀清 1宋淼 1刘浩翰1

作者信息

  • 1. 中国民航大学 计算机科学与技术学院,天津 300300
  • 折叠

摘要

Abstract

A multi-view collaborative network structure visualization analysis method based on data flow model is proposed to carry out the multi-dimensional attribute association analysis of route network structure.The data flow model is introduced to enhance the interaction and multi-view collaboration during multi-dimensional data analysis.The route network structure visualization analysis system based on data flow model is constructed for method validation.The method comparison and experimental results show that the real-time interaction of route network data flow and multi-view collaborative analysis of network structure data can be used to complete the tasks of clustering analysis,correlation analysis and outlier analysis,which can analyze the correlation among data better and is helpful to understanding the structure and characteristics of route network.Finally,the characteristics and shortcomings of the network structure are analyzed with the above methods,and the suggestions for route network optimization are given,which can help users complete the tasks of visualization analysis better,explore data distribution characteristics,and discover the correlation among multi-dimensional data.

关键词

数据流模型/航线网络/可视分析/多视图协同/实时交互/网络结构

Key words

data flow model/route network/visualization analysis/multi-view collaboration/real-time interaction/network structure

分类

电子信息工程

引用本文复制引用

贺怀清,宋淼,刘浩翰..基于数据流模型的航线网络结构可视分析方法[J].现代电子技术,2024,47(19):27-32,6.

基金项目

国家自然科学基金项目(U1333110)、天津市教委科研项目(2020KJ024)和国家重点研发计划项目(2020YFB1600101) (U1333110)

现代电子技术

OA北大核心CSTPCD

1004-373X

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