地缘政治中推特用户的注意力分配

Saike He, Changliang Li, Hailiang Wang, Xiaolong Zheng, Zhu Zhang, Jiaojiao Wang, D. Zeng
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引用次数: 0

摘要

人们如何在朋友之间分配注意力,有助于理解地缘政治领域的关键问题。这种注意力探索使我们能够比较那些将大部分注意力集中在一小群亲密朋友身上的人和那些将注意力分散得更广泛的人。利用13万用户写的250万twitter数据,我们发现,在不同的互动方式下,人们的注意力平衡是一个相对稳定的属性。它在具有不同特征和不同互动方式的人群中显示出微妙的差异。具体来说,人们的注意力更集中在提及互动上,而那些活跃于社交的人往往会把更多的注意力分配给他们的亲密朋友。除了外部互动之外,人们的内心兴趣也会影响他们的注意力分配。传播多个模因的人往往是集中的,而那些模因分布更均匀的人则集中在他们的亲密朋友身上。最后,人际关系在他们的注意力分配中也起着重要的作用。人们更有可能把注意力集中在那些最喜欢自己的人身上,而这种相似性也就自然而然地加强了他们之间的亲密关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Attention Allocation of Twitter Users in Geopolitics
How people divide their attention across their friends can help to understand key issues in the realm of geopolitics. Such attention exploration allows us to compare people who focus a large portion of their attention on a small set of close friends with those disperse their attention more widely. Using 2.5 million twitter data written by 130 thousands users, we find the balance of attention is a relatively stable property of people across different modalities of interaction. It displays subtle variation across people with different characteristics and different modalities of interaction. Specifically, people’s attention is more focused in mention interactions, while those active in socialization tend to allocate higher portion of total attention to their close friends. Besides external interactions, people’s inner interests also affect their attention allocation. People spreading multiple memes tend to be focused, and those with more even distribution of memes are focused on their intimate friends. Finally, people’s relationships also plays an important role in their attention allocation. People are more likely to focus their attention on those most like them, and this similarity sequentially enhances the intimate relationship between them.
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