Title :
A feeds-based analysis of OSN activities
Author :
Lujing Sun ; Jiahai Yang ; Hui Wang ; Fuliang Li
Author_Institution :
Tsinghua Nat. Lab. for Inf. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
Feeds are user-generated contents or actions in online social network (OSN). Users generate feeds for self-expression and view feeds generated by friends. In this paper, we try to analyze activities of users in one OSN by exploring two aspects: whether users are becoming inactive in generating feeds, and how these inactive users affect the feeds received by other users and thus cause collapse of the whole social network. We study the life cycle and feed inter-event time of users in a community of RenRen, and find that more and more users are decreasing the activity in generating feeds and as a result it causes the decrease of velocity and diversity of feeds received by users. Our simulation shows when 30% of users become inactive in generating feeds, the whole community will be affected and collapse in a short time.
Keywords :
social networking (online); OSN activity analysis; RenRen; online social network; user-generated contents; Analytical models; Communities; Cultural differences; Educational institutions; Feeds; Internet; Social network services; OSN; activities; feeds; inter-event time; user life cycle;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-2033-4
DOI :
10.1109/PIC.2014.6972418