Suicide-Related Groups and School Shooting Fan Communities on Social Media: A Network Analysis

被引:2
|
作者
Peshkovskaya, Anastasia [1 ,2 ]
Chudinov, Sergey [3 ]
Serbina, Galina [4 ]
Gubanov, Alexander [5 ]
机构
[1] Tomsk State Univ, Neurosci Ctr, Tomsk 634050, Russia
[2] Russian Acad Sci, Mental Hlth Res Inst, Tomsk Natl Res Med Ctr, Tomsk 634024, Russia
[3] Siberian State Univ Telecommun & Informat Sci, Dept Philosophy & Hist, Novosibirsk 630009, Russia
[4] Tomsk State Univ, Res Lib, Tomsk 634050, Russia
[5] Siberian State Med Univ, Sci & Technol Ctr Digital Med & Cyberphys, Tomsk 634050, Russia
关键词
network analysis; social network analysis; online behavior; virtual groups; virtual communities; suicide; school shooting; social media; COVERAGE;
D O I
10.3390/computers13030061
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
As network structure of virtual communities related to suicide and school shooting still remains unaddressed in scientific literature, we employed basic demographics analysis and social network analysis (SNA) to show common features, as well as distinct facets in the communities' structure and their followers' network. Open and publicly accessible data of over 16,000 user accounts were collected with a social media monitoring system. Results showed that adolescents and young adults were the main audience of suicide-related and school shooting fan communities. List of blocked virtual groups related to school shooting was more extensive than that of suicide, which indicates a high radicalization degree of school shooting virtual groups. The homogeneity of followers' interests was more typical for subscribers of suicide-related communities. A social network analysis showed that followers of school shooting virtual groups were closely interconnected with their peers, and their network was monolithic, while followers of suicide-related virtual groups were fragmented into numerous communities, so presence of a giant connected component in their network can be questioned. We consider our results highly relevant for better understanding the network aspects of virtual information existence, harmful information spreading, and its potential impact on society.
引用
收藏
页数:12
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