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Following the Conversation: A More Meaningful Expression of Engagement

机译:对话之后:更有意义的参与表达

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摘要

Twitter is a relatively recent phenomenon, and the common metric of success is number of followers. Because people use Twitter in a myriad different ways, and the presence of spammers, it is necessary to discover new ways of quantifying success. In this paper, we explore the nature of engagement on Twitter and find the traditional follower/following network to be meaningless in this regard. Building on previous research, we define engagement in terms of interactions using the @ notation, and visualize this as a graph. We then apply clique finding techniques to this graph, to extract a sub-graph of the most important connections in a user's immediate network.
机译:Twitter是一种相对较新的现象,成功的通用指标是关注者的数量。由于人们使用Twitter的方式多种多样,并且存在垃圾邮件发送者,因此有必要发现量化成功的新方法。在本文中,我们探讨了在Twitter上参与的性质,并发现传统的关注者/关注者网络在这方面毫无意义。在以前的研究的基础上,我们使用@表示法根据互动定义互动,并将其可视化为图表。然后,我们将派系查找技术应用于此图,以提取用户直接网络中最重要的连接的子图。

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