There are three approaches in the current social network analysis study: Graph Representation, Content Mining, and Semantic Analysis. Graph Representation has been used for analyzing social network topology, structural modeling, tie-strength, community detection, group cohesion visualization, and metrics computations. This paper provides a taxonomy of social network analysis based on its graph representation.

中文翻译：

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基于图表示的社交网络分析分类法

当前的社交网络分析研究有三种方法：图形表示，内容挖掘和语义分析。图表示已用于分析社交网络拓扑，结构建模，联系强度，社区检测，群体凝聚力可视化和指标计算。本文基于图的表示提供了社交网络分析的分类法。