DocumentCode :
175962
Title :
Multi-agent based research of centralized false information discerning model of micro-blog network
Author :
Diao Hailun ; Wang Shuyi ; Zhang Guorui
Author_Institution :
Sch. of Manage., Tianjin Normal Univ., Tianjin, China
fYear :
2014
fDate :
19-21 Aug. 2014
Firstpage :
1026
Lastpage :
1032
Abstract :
As a newly popularized online social network, micro-blog has been facilitating numerous social interactions and communications in our daily life. Websites serving as micro-blog share certain characteristics of scale-free network with a fractal dimension macroscopically, and a faster spread of information has emerged by the hand of the least entropy generation principle through this complex system. False information, however, has impacted this new form of media to a noticeable extent. This paper is thus dedicated to finding the best way to discern false information amid the classical methods, a directed scale-free network is realized, whence a Micro-blog Central False information Discerning Model (MCFDM) including six different combinations of three user levels is proposed. After analyzing the outputs from Multi-Agent simulations on NetLogo, a constructive assessment of various methods will be conclusively rendered.
Keywords :
Web sites; complex networks; directed graphs; entropy; multi-agent systems; network theory (graphs); MCFDM; NetLogo; Web sites; complex system; directed scale-free network; fractal dimension; least entropy generation principle; microblog central false information discerning model; microblog network; multiagent based research; multiagent simulations; online social network; Analytical models; Barium; Blogs; Data models; Educational institutions; Fans; Social network services; NetLogo; directed scale-free network; false information discerning; micro-blog; multiagent based model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2014 10th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4799-5150-5
Type :
conf
DOI :
10.1109/ICNC.2014.6975981
Filename :
6975981
Link To Document :
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