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On the Rise of Artificial Trending Topics in Twitter

机译:在Twitter上人工趋势话题的兴起

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摘要

We present a quanti-qualitative research about Trending Topics in Twitter. Our goal was to investigate how social networks can interfere in Trending Topics seeking for visibility and based on social capital, using bridging and bonding ties. We collected, analyzed and classified 460 topics from the Brazilian Trending Topics' List and the social networks associated to 40 of those. Our results point to two types of topics: artificial topics, created by groups of users consciously acting to put their message among the Trending Topics, usually to make statements and gain visibility to their causes; and organic topics, which emerge without effortful coordination by a group of people. While organic topics rely on values such as novelty and spread through bridging ties, artificial topics are based on bonding ties, with associated values such as engagement, cooperation and trust among the actors.
机译:我们提供有关Twitter趋势主题的定量定性研究。我们的目标是使用桥接和纽带关系,研究社交网络如何干扰趋势主题以寻求知名度并基于社会资本。我们从“巴西流行话题列表”以及与其中40个相关的社交网络中收集,分析和分类了460个主题。我们的结果指向两种类型的主题:人工主题,由有意识地将其信息传达给趋势主题的用户组创建,通常是在声明和了解其原因方面;和有机主题,这些主题无需一群人的努力协调即可出现。有机主题依赖于诸如新颖性之类的价值并通过桥接联系进行传播,而人为主题则基于联系关系,并具有相关的价值,例如参与者之间的参与,合作和信任。

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