Title :
Studying Diffusion of Viral Content at Dyadic Level
Author :
Zbieg, Anita ; Zak, Blazej ; Jankowski, Jaroslaw ; Michalski, R. ; Ciuberek, S.
Author_Institution :
Inst. of Psychol., Univ. of Wroclaw, Wroclaw, Poland
Abstract :
Diffusion of information and viral content, social contagion and influence are still topics of broad evaluation. As theory explaining the role of influentials moves slightly to reduce their importance in the propagation of viral content, authors of the following paper have studied the information epidemic in a social networking platform in order to confirm recent theoretical findings in this area. While most of related experiments focus on the level of individuals, the elementary entities of the following analysis are dyads. The authors study behavioral motifs that are possible to observe at the dyadic level. The study shows significant differences between dyads that are more vs less engaged in the diffusion process. Dyads that fuel the diffusion process are characterized by stronger relationships (higher activity, more common friends), more active and networked receiving party (higher centrality measures), and higher authority centrality of person sending a viral message.
Keywords :
network theory (graphs); security of data; social networking (online); dyadic level; dyads; higher authority centrality; information diffusion process; information epidemic; social contagion; social influence; social networking platform; viral content diffusion; viral content propagation; viral message; Avatars; Diffusion processes; Educational institutions; Psychology; Receivers; Social network services; Videos; diffusion of information; dyads; influence factors; influentials; motif analysis; social networks; viral content; virtual worlds;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-2497-7
DOI :
10.1109/ASONAM.2012.217