论文标题
中心措施:确定社交网络中关键参与者的工具
Centrality Measures: A Tool to Identify Key Actors in Social Networks
论文作者
论文摘要
来自几个学科的专家已广泛使用中心度度量来分析大型和复杂网络。这些度量通过量化节点/边缘重要性的概念来对网络中的节点/边缘进行排名。排名有助于确定网络中的重要和关键参与者。在本章中,我们总结了广泛用于采矿社交网络数据的一些中心度措施。我们还讨论了与这些措施相关的研究的各种方向。
Experts from several disciplines have been widely using centrality measures for analyzing large as well as complex networks. These measures rank nodes/edges in networks by quantifying a notion of the importance of nodes/edges. Ranking aids in identifying important and crucial actors in networks. In this chapter, we summarize some of the centrality measures that are extensively applied for mining social network data. We also discuss various directions of research related to these measures.