Unified Model of Communication Frequency between Users in Social Networks

M. Aida, C. Takano, H. Koto, Y. Honma, Hajime Nakamura
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引用次数: 1

Abstract

Our previous studies revealed the structure of social networks, which are behind communication networks, by using various metrics of a communication service (amount of traffic, the number of users, etc.). Moreover, we proposed a communication frequency model between users based on a social network structure, and showed that it can reproduce the growth in the number of social networking service (SNS) users. However, when traffic is generated by this communication frequency model, the volume of traffic is inconsistent with the traffic data used in the social network analysis. In this paper, to resolve this contradiction, we propose a unified communication frequency model between users.
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社交网络中用户间通信频率的统一模型
我们之前的研究通过使用通信服务的各种指标(流量、用户数量等)揭示了通信网络背后的社交网络结构。此外,我们提出了一个基于社交网络结构的用户间通信频率模型,并表明该模型可以再现社交网络服务(SNS)用户数量的增长。然而,在使用该通信频率模型生成流量时,其流量与社交网络分析中使用的流量数据并不一致。为了解决这一矛盾,本文提出了一种统一的用户间通信频率模型。
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