DocumentCode :
2990330
Title :
Leading users and opinion leaders in social networks of university students
Author :
Chen Yi-si ; Li Guo-xin
Author_Institution :
Sch. of Manage., Harbin Inst. of Technol., Harbin, China
fYear :
2012
fDate :
20-22 Sept. 2012
Firstpage :
89
Lastpage :
94
Abstract :
Prior research has shown that leading users and opinion leaders may have a positive effect on innovation adoption. This raises a question: identifying the position of leading users and opinion leaders. Therefore, this study attempts to identify leading users and opinion leaders from the perspective of social networks. In the research of social networks, centrality analysis is used to measure the power of each individual by using of UCINET 6.0. We use a sample of 2 school classes consisting 66 college students, hierarchical linear modeling (HLM) is used to test the correlation. We find that eigenvector centrality can positively identify both leading users and opinion leaders. In addition, eigenvector centrality is a more powerful indicator to test centrality in networks by taking the quality of connection in consideration.
Keywords :
educational institutions; eigenvalues and eigenfunctions; social networking (online); HLM; UCINET 6.0; centrality analysis; eigenvector centrality; hierarchical linear modeling; innovation adoption; leading users; opinion leaders; social networks; university students; Analytical models; Correlation; Data models; Educational institutions; Eigenvalues and eigenfunctions; Social network services; Technological innovation; centrality analysis; eigenvector; leading users; opinion leaders; social networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management Science and Engineering (ICMSE), 2012 International Conference on
Conference_Location :
Dallas, TX
ISSN :
2155-1847
Print_ISBN :
978-1-4673-3015-2
Type :
conf
DOI :
10.1109/ICMSE.2012.6414166
Filename :
6414166
Link To Document :
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