DocumentCode :
632120
Title :
A model for studying public opinion hotspot growth regulation in microblog network
Author :
Jia Hong-yu ; Hao Jian-wei ; Qiu Chen-zi
Author_Institution :
Coll. of Transp. Manage., Dalian Maritime Univ., Dalian, China
fYear :
2013
fDate :
17-19 July 2013
Firstpage :
173
Lastpage :
178
Abstract :
Regarding the problem of microblog growth regulation of net-mediated public sentiment in the propagation process, a complex-network-based modeling approach was proposed. Taking microblog as a research object, by using the approach of growing, adding edge and random adding edge to reflect the characteristics of user´s behavior and microblog public opinion dissemination, a microblog net-mediated public sentiment growth mode was built. By using Matlab toolkit, a simulation model was built. Through running this simulation model according to different network scale experiment cases, for example, setting parameters of the initial nodes size and the random adding edges, diagrams could be layout, that illustrating network, degree distribution and probability distribution. Simulation results validated the model´s feasibility for studying network public opinion hotspot growth regulation.
Keywords :
Web sites; behavioural sciences computing; information dissemination; statistical distributions; Matlab toolkit; complex-network-based modeling; degree distribution; microblog growth regulation problem; microblog network; microblog public opinion dissemination characteristics; net-mediated public sentiment; probability distribution; propagation process; public opinion hotspot growth regulation; simulation model; user behavior characteristics; Analytical models; Barium; Complex networks; Complexity theory; Mathematical model; Probability distribution; growth model; microblog; public sentiment; simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management Science and Engineering (ICMSE), 2013 International Conference on
Conference_Location :
Harbin
ISSN :
2155-1847
Print_ISBN :
978-1-4799-0473-0
Type :
conf
DOI :
10.1109/ICMSE.2013.6586279
Filename :
6586279
Link To Document :
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