多层次社会网络中的度中心性

Piotr Bródka, K. Skibicki, Przemyslaw Kazienko, Katarzyna Musial
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引用次数: 75

摘要

多层次的社会网络反映了现代互联IT系统中存在的复杂关系。在这样的网络中,每对节点可以由许多对应于不同通信或协作用户活动的边连接起来。本文提出了多层次社会网络的多层次度中心性。实验研究是从真实的Web 2.0站点收集的数据进行的。从这些数据中提取的多层社会网络由十个不同的层组成,并对不同程度的中心性度量进行网络分析。
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A degree centrality in multi-layered social network
Multi-layered social networks reflect complex relationships existing in modern interconnected IT systems. In such a network each pair of nodes may be linked by many edges that correspond to different communication or collaboration user activities. Multi-layered degree centrality for multi-layered social networks is presented in the paper. Experimental studies were carried out on data collected from the real Web 2.0 site. The multi-layered social network extracted from this data consists of ten distinct layers and the network analysis was performed for different degree centralities measures.
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