论文标题
在线社交网络中，一种新的火焰现象模型，该模型考虑了由外部刺激驱动的共鸣
A New Model of Flaming Phenomena in Online Social Networks that Considers Resonance Driven by External Stimuli
论文作者
论文摘要
在线社交网络中以火焰现象为代表的爆炸性用户动态有时会对现实世界中的生命产生负面影响。要迅速采取针对在线燃烧现象的措施，有必要对其定义特征进行建模。基于描述网络上用户动态的振荡模型，先前的工作表明，当矩阵表达网络结构的某些特征值是非现实数字时，在线燃烧会产生。本文考虑了由周期性外部刺激驱动的网络共振，并提出了一个燃烧模型，即使所有矩阵的特征值都是实数，也会引起燃烧。另外，我们描述了一个理论框架，用于观察在线火焰的预兆以触发预防措施。
The explosive user dynamics represented by flaming phenomena in online social networks can sometimes negatively influence lives in the real world. To take measures against online flaming phenomena promptly, it is necessary to model its defining characteristics. Based on the oscillation model that describes user dynamics on networks, previous work has revealed that online flaming arises when some eigenvalues of the matrix expressing network structure are non-real numbers. This paper considers the network resonance driven by periodic external stimuli and proposes a flaming model that posits flaming even if all the matrix's eigenvalues are real numbers. Also, we describe a theoretical framework for observing the omen of online flaming to trigger preventive measures.
