详细信息
Triadic motifs in the dependence networks of virtual societies ( SCI-EXPANDED收录)
文献类型:期刊文献
英文题名:Triadic motifs in the dependence networks of virtual societies
作者:Xie, Wen-Jie[1,2];Li, Ming-Xia[1,2];Jiang, Zhi-Qiang[1,3];Zhou, Wei-Xing[1,2,3]
机构:[1]E China Univ Sci & Technol, Dept Math, Shanghai 200237, Peoples R China;[2]E China Univ Sci & Technol, Sch Business, Shanghai 200237, Peoples R China;[3]E China Univ Sci & Technol, Res Ctr Econophys, Shanghai 200237, Peoples R China
年份:2014
卷号:4
外文期刊名:SCIENTIFIC REPORTS
收录:;WOS:【SSCI(收录号:WOS:000336963400002),SCI-EXPANDED(收录号:WOS:000336963400002)】;
基金:We acknowledge financial support from the National Natural Science Foundation of China (11205057 and 11375064), the Humanities and Social Sciences Fund of the Ministry of Education of China (09YJCZH040), the Ph.D. Programs Foundation of Ministry of Education of China (20120074120028), and Fundamental Research Funds for the Central Universities.
语种:英文
摘要:In friendship networks, individuals have different numbers of friends, and the closeness or intimacy between an individual and her friends is heterogeneous. Using a statistical filtering method to identify relationships about who depends on whom, we construct dependence networks (which are directed) from weighted friendship networks of avatars in more than two hundred virtual societies of a massively multiplayer online role-playing game (MMORPG). We investigate the evolution of triadic motifs in dependence networks. Several metrics show that the virtual societies evolved through a transient stage in the first two to three weeks and reached a relatively stable stage. We find that the unidirectional loop motif (M-9) is underrepresented and does not appear, open motifs are also underrepresented, while other close motifs are overrepresented. We also find that, for most motifs, the overall level difference of the three avatars in the same motif is significantly lower than average, whereas the sum of ranks is only slightly larger than average. Our findings show that avatars' social status plays an important role in the formation of triadic motifs.
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