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The Relationships Between Middle-Range Topology and Weights on Face-to-Face Communication Networks

机译:面对面通信网络中距离拓扑和权重之间的关系

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Weighted network analysis deals with both the topology of connection and its weights. The primary interest of the analysis is the relationship between topology and weights. For instance, scaling-law between degree and strength have been widely observed. However, the relationship between middle range topology and weights has not been explicitly investigated because conventional analysis was biased toward global or local range topology. In this study, we clarify the relationship between middle range topology and weights in a social network that is a face-to-face communication network in a corporate organization. As results, we found that the specific trend of the relationship appears in the range of two degrees of separation. This indicates the middle ranges of a weighted network have a non-trivial trend that cannot be derived from local or global ranges, and the trend also depends on the number of steps in the middle ranges. In addition, the approach of this study is expected to be useful for detecting features unique to the middle ranges of weighted social networks.
机译:加权网络分析处理连接的拓扑及其重量。分析的主要兴趣是拓扑和重量之间的关系。例如,广泛观察到程度和强度之间的缩放法。然而,由于常规分析偏向全球或局部范围拓扑,因此尚未明确研究中范围拓扑和权重之间的关系。在这项研究中,我们阐明了社交网络中的中范围拓扑和权重之间的关系,该网络是企业组织中面对面的通信网络。作为结果,我们发现这种关系的具体趋势出现在两度分离的范围内。这表示加权网络的中间范围具有无法从本地或全局范围导出的非琐碎趋势,并且该趋势也取决于中间范围中的步数。此外,预计本研究的方法对于检测对加权社交网络的中间范围独特的特征有用。

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