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Who Cares About Your Big Day? Impact of Life Events on Dynamics of Social Networks

机译:谁在乎您的大日子?生活事件对社交网络动力学的影响

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With online social networking having revolutionized the way in which individuals communicate and interact with each other, there is heightened research interest in the dynamics of social networks. This article seeks to contribute to this stream of research by addressing the key question of the impact of major life events, such as getting married or graduating from college, on social network evolution. Consistent with prior studies on the evolution of individuals' social networks, we specifically focus on two key attributes of an individual's network: indegree of ties and relational embeddedness. By longitudinally analyzing the network activities of a large-scale online social network, we find that the indegree of ties increased significantly following a major life event, and that this impact was stronger for more active users in the network. Interestingly, we also find that the broadcast of major life events served to revive dormant ties as reflected by a decrease in embeddedness following a life event. We also found that one-time life events such as weddings had a greater impact than recurring life events such as birthdays on the evolution of a user's social network. From a research perspective, our study contributes to existing research by focusing on a user's communication network as opposed to friendship network and by emphasizing how exogenous life events add a different dimension to user communication patterns. The importance of life events on social network evolution has important implications for practice as well by providing insights to advertisers as well as to social networking sites.
机译:随着在线社交网络彻底改变了个人之间相互交流和互动的方式,人们对社交网络动态的研究兴趣日益浓厚。本文旨在通过解决重大人生事件(如结婚或大学毕业)对社交网络演变的影响这一关键问题,为这一研究做出贡献。与先前关于个人社交网络演变的研究一致,我们特别关注个人网络的两个关键属性:联系度和关系嵌入度。通过对大型在线社交网络的网络活动进行纵向分析,我们发现,在发生重大生活事件后,联系的程度显着增加,并且对于网络中更活跃的用户而言,这种影响更为明显。有趣的是,我们还发现,重大生活事件的广播起到了恢复休眠关系的作用,这反映在生活事件之后嵌入度的降低上。我们还发现,一次性的生活事件(如婚礼)对用户社交网络的发展比诸如生日这样的周期性生活事件具有更大的影响。从研究的角度来看,我们的研究将重点放在用户的通信网络而不是友谊网络上,并强调外在生活事件如何为用户的通信模式增加不同的维度,从而为现有研究做出贡献。生活事件对社交网络发展的重要性对实践以及通过为广告商以及社交网站提供见解都具有重要意义。

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