Artificial Inflation: The Real Story of Trends and Trend-Setters in Sina Weibo

L. Yu, S. Asur, B. Huberman
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引用次数: 33

Abstract

There has been a tremendous rise in the growth of online social networks all over the world in recent years. This has resulted in a large amount of content created and propagated at an incessant rate, all competing with each other to attract enough attention and become trends. In this paper, we analyze the temporal aspect of trends and trend-setters in Sina Weibo, contrasting it with earlier observations on Twitter. First, we look at the formation, persistence and decay of trends and examine the key topics that trend in Sina Weibo. We find that retweeting activity is very predominant in Sina Weibo. Furthermore we discover that many of the trends in Sina Weibo are due to continuous retweets by a small percentage of fraudulent accounts set up for the purpose of artificially inflating certain posts.
人为通胀:新浪微博趋势和引领者的真实故事
近年来,世界各地的在线社交网络有了巨大的增长。这导致了大量的内容以不间断的速度被创造和传播,所有这些内容都相互竞争以吸引足够的关注并成为趋势。在本文中,我们分析了新浪微博的趋势和趋势引领者的时间方面,并将其与之前在Twitter上的观察结果进行了对比。首先,我们看了趋势的形成、持续和衰减,并研究了新浪微博趋势的关键话题。我们发现,新浪微博的转发活动占主导地位。此外,我们发现新浪微博上的许多趋势都是由于一小部分虚假账户的持续转发,这些账户是为了人为夸大某些帖子而设立的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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