我国国内航空运输领域相关的复杂网络研究综述——基于CiteSpace的可视化研究分析

A Review of Complex Networks in the Field of Domestic Air Transport in China--A Visualization Research and Analysis Based on CiteSpace

随着航空业在我国的飞速发展,复杂网络研究成为理解和优化航空领域运作的重要工具。本文以我国国内航空运输为研究对象,通过基于CiteSpace的可视化研究分析,综述了相关的复杂网络研究。本文介绍了复杂网络在航空领域的广泛应用背景。航空运输作为一个涉及多方面、多层次关系的系统,复杂网络理论为解析和理解这些复杂关系提供了有力的工具。通过文献调查和数据分析,总结了国内航空运输领域复杂网络研究的主要趋势和热点问题。研究发现:我国航空网络呈现出多层次、复杂交互的特征,而研究的焦点主要集中在网络拓扑结构、安全性、效率等方面。这些研究为深入理解我国国内航空运输复杂网络提供了重要线索。通过CiteSpace可视化工具呈现了相关研究的知识图谱。这一可视化呈现能提供直观而清晰的研究格局,展示各领域的关键论文、学者合作网络等信息。这不仅有助于研究者更好地理解研究热点和趋势,也为未来研究方向提供了参考。

With the rapid development of the aviation industry in China,complex network research has become an important tool to understand and optimize the operation of the aviation field.This paper takes domestic air transportation as the research object,and summarizes the related complex network research through the visualization research and analysis based on CiteSpace.This paper introduces the background of complex network application in aviation field.Air transport is a system involving many aspects and multi-level relationships.Complex network theory provides a powerful tool for analyzing and understanding these complex relationships.Through literature investigation and data analysis,the main trends and hot issues of complex network research in domestic air transportation are summarized.It is found that China’s aviation network presents the characteristics of multi-level and complex interaction,and the focus of the research is mainly focused on the network topology,safety,efficiency and so on.These studies provide important clues for understanding the complex network of domestic air transportation.The knowledge map of related research is presented through the CiteSpace visual tool.This visualization provides an intuitive and clear picture of the research landscape,showing key papers in each field,scholar collaboration networks,and more.This not only helps researchers to better understand research hotspots and trends,but also provides a reference for future research directions.