School of Computer Science, University of Birmingham, United Kingdom.
Sci Rep. 2013 Oct 18;3:2980. doi: 10.1038/srep02980.
The announcement of the discovery of a Higgs boson-like particle at CERN will be remembered as one of the milestones of the scientific endeavor of the 21(st) century. In this paper we present a study of information spreading processes on Twitter before, during and after the announcement of the discovery of a new particle with the features of the elusive Higgs boson on 4(th) July 2012. We report evidence for non-trivial spatio-temporal patterns in user activities at individual and global level, such as tweeting, re-tweeting and replying to existing tweets. We provide a possible explanation for the observed time-varying dynamics of user activities during the spreading of this scientific "rumor". We model the information spreading in the corresponding network of individuals who posted a tweet related to the Higgs boson discovery. Finally, we show that we are able to reproduce the global behavior of about 500,000 individuals with remarkable accuracy.
在 CERN 宣布发现希格斯玻色子样粒子的消息,将被铭记为 21 世纪科学努力的里程碑之一。在本文中,我们研究了在 2012 年 7 月 4 日宣布发现具有难以捉摸的希格斯玻色子特征的新粒子之前、期间和之后,Twitter 上的信息传播过程。我们报告了在个人和全球层面上用户活动的非平凡时空模式的证据,例如发推文、转发和回复现有推文。我们为在传播这一科学“谣言”期间观察到的用户活动的时变动态提供了一个可能的解释。我们对与希格斯玻色子发现相关的推文进行建模。最后,我们表明我们能够以惊人的准确性再现约 50 万人的全球行为。