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A Method for Measuring Node Importance in Hypernetwork Model

机译:一种超网络模型中节点重要性的度量方法

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This study is aiming at the central challenge for network analysis and application of how to identify key nodes in hypernetwork representations. Although there are many measuring methods based on traditional network, most of them use single criteria, which is often confronted with the problem of incomplete or inaccurate information on the structure of hyper network. In this study, a new multi-criteria measuring method with adjustable parameters is proposed, which takes the node degree, star degree and betweenness into considerations. According to the experimental results with a numerical example of hypernetwork, our method shows good performance on discrimination and precision to evaluate the importance of nodes as compared with several existing measuring methods for nodes in traditional network.
机译:这项研究针对网络分析和如何识别超网络表示中的关键节点所面临的主要挑战。尽管有很多基于传统网络的测量方法,但大多数都使用单一标准,这常常面临有关超网络结构的信息不完整或不准确的问题。在这项研究中,提出了一种新的参数可调节的多标准测量方法,该方法考虑了节点度,星形度和中间度。根据带有超网络的数值示例的实验结果,与传统网络中几种现有的节点测量方法相比,我们的方法在区分和精确度方面表现出良好的性能,以评估节点的重要性。

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