Research on the situation analysis model of social network relation based on set pair connection potential

Chunying Zhang, Liya Wang, Baoxiang Liu
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Abstract

Considering the certain-uncertain complex characteristics of the relationship between social network nodes, the set pair situation is expanded by combining the set pair analysis theoretical and social computing, and a new method is given to describe social network nodes relation situation - set pair connection potential, generalized set pair connection potential, generalized set pair close potential and generalized set pair loosen potential; In order to analyze the social network situation, the situation grades of the each kind of set pair relation situation are classified. Furthermore, a model for analyzing the situation of social networks is constructed based on connection situation and the corresponding algorithm is put forward; finally, through a typical social network experiments, the method which provides an effective method for analysis of social network relations is proved that it can well describe the relationship between social network and node state stability.
基于集对连接势的社会网络关系态势分析模型研究
考虑到社会网络节点间关系的确定性-不确定性复杂性特点,将集对分析理论与社会计算相结合,对集对情况进行了扩展,给出了描述社会网络节点关系情况的新方法——集对连接势、广义集对连接势、广义集对紧密势和广义集对松散势;为了分析社会网络情境,对各类集对关系情境的情境等级进行了分类。在此基础上,构建了基于连接状态的社交网络状态分析模型,并提出了相应的算法;最后,通过一个典型的社会网络实验,证明该方法能够很好地描述社会网络与节点状态稳定性之间的关系,为分析社会网络关系提供了一种有效的方法。
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