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Empirical Analysis on the Users' Reply Behaviors of Online Forums

机译:在线论坛用户回复行为的实证分析

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摘要

Quantitative understanding of human behaviors is of huge significance to uncover the origins of many social and economic phenomena. This paper focuses on users' reply behaviors of online forums. The statistical results show that users' one-day activities and one-post interests both follow heavy-tailed distribution not only on population level but also on individual level. Specifically, we found that users' one-day activities obey a power law distribution with exponential cutoff and users' one-post interests obey a power law distribution. Further, we observe a positive correlation between users' total activities and the power law exponents of one-day activities. In addition, we study the content scatter degree of users' one-day replies and the time scatter degree of users' one-post replies, and find some suspicious user behaviors, which provide new clues to the detection of cyber-space hype and network water army.
机译:对人类行为的定量理解对于揭示许多社会和经济现象的起源具有重大意义。本文着重于用户对在线论坛的回复行为。统计结果表明,用户的一日活动和一站式兴趣不仅在人口层次上而且在个人层次上都遵循重尾分布。具体来说,我们发现用户的一日活动服从幂律分布,并且具有指数截止值,而用户的一职兴趣服从幂律分布。此外,我们观察到用户的总活动与一日活动的幂律指数之间存在正相关。此外,我们研究了用户一日回复的内容分散程度和用户一帖回复的时间分散程度,发现了一些可疑的用户行为,为网络空间炒作和网络的发现提供了新的线索。水军。

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