Social Network Evolution: A Case Study of UK Directors

A. Shahgholian, B. Theodoulidis, U. Bansal
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引用次数: 3

Abstract

Social network can be seen as a dynamic process of creating and breaking down relationships among network members. The network evolution is of major interest to researchers in this area due to discovering patterns of structural changes in the network. In this study, the evolution of UK directors' social network is examined. The study carried out on a systematic analysis of network properties and evolution factors. The network properties include shortest path, number of shared affiliations, cyclic closure and triadic closure property. It is observed that directors who are not connected directly in specific year and have only a single intermediary between them are more likely to form a connection in the future than the directors with two intermediaries. Moreover, the number of mutual friends increases the chances of a connection between the directors in future.
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社会网络演化:以英国董事为例
社交网络可以看作是网络成员之间建立和破坏关系的动态过程。由于发现了网络结构变化的模式,网络进化是这一领域研究人员的主要兴趣。本研究考察了英国董事社会网络的演变。本研究对网络特性及其演化因素进行了系统分析。网络属性包括最短路径、共享关联数、循环闭包和三元闭包属性。我们观察到,在特定年份没有直接关联且只有单一中介机构的董事比具有两个中介机构的董事更有可能在未来形成关联。此外,共同朋友的数量增加了未来导演之间联系的机会。
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