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Emotion homophily in social network site messages

机译：社交网站消息中的情感同质

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Social network sites (SNS) like MySpace seem to play a role in friendships and wider relationships for many people. Emotion expression can be important in relationship maintenance but little is known about the role of emotion in SNSs, other than positive comments being widespread in MySpace. But is emotion typically reciprocated, and do Friends express and/or receive similar levels of emotion expression to each other? Based upon an analysis of over two million MySpace public comments associated with 2,990 pairs of UK and US Friends using a sentiment detection program, statistically significant evidence was found for a weak correlation between the strength of positive emotion exchanged between Friends and received by Friends. This is consistent with two separate hypotheses: members tend to Friend others with similar levels of public emotion expression, or the expression of emotion in MySpace is contagious. The results may help to identify non-optimal behaviour and at-risk individuals in SNSs.
机译：像MySpace这样的社交网站（SNS）似乎在许多人的友谊和更广泛的关系中发挥了作用。情感表达在关系维持中可能很重要，但除了在MySpace中广泛传播积极评论外，人们对情感在SNS中的作用知之甚少。但是，情感通常是往复运动的吗，Friends是否表达和/或接受彼此相似的情感表达？根据使用情感检测程序对与2,990对英国和美国朋友相关的200万多MySpace公共评论进行的分析，发现在统计学上有重要意义的证据表明，在朋友之间交流和被朋友接受的积极情绪强度之间存在弱相关性。这与两个独立的假设是一致的：成员倾向于以相似的公开情感表达来与其他人成为朋友，或者MySpace中的情感表达具有感染力。结果可能有助于识别SNS中非最佳行为和高风险个体。

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