Research on Public Opinion Propagation Model in Social Network Based on Blockchain

被引:29
|
作者
Sun, Gengxin [1 ]
Bin, Sheng [1 ]
Jiang, Meng [2 ]
Cao, Ning [3 ]
Zheng, Zhiyong [4 ]
Zhao, Hongyan [5 ]
Wang, Dongbo [6 ]
Xu, Lina [7 ]
机构
[1] Qingdao Univ, Sch Data Sci & Software Engn, Qingdao 266071, Peoples R China
[2] Shandong Modern Univ, Sch Elect & Informat, Jinan 250104, Peoples R China
[3] Sanming Univ, Coll Informat Engn, Sanming 365004, Peoples R China
[4] Fujian Coll Water Conservancy & Elect Power, Dept Informat Engn, Yongan 366000, Peoples R China
[5] Shandong Yingcai Univ, Coll Informat Engn, Jinan 250104, Peoples R China
[6] Weifang Univ Sci & Technol, Coll Technol, Weifang 262700, Peoples R China
[7] Univ Coll Dublin, Sch Comp Sci, Dublin, Ireland
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2019年 / 60卷 / 03期
关键词
Blockchain; social network; public opinion propagation model; incentive mechanism;
D O I
10.32604/cmc.2019.05644
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the emergence and development of blockchain technology, a new type of social networks based on blockchain had emerged. In these social networks high quality content creators, filters and propagators can all be reasonably motivated. Due to the transparency and traceability brought by blockchain technology, the public opinion propagation in such social networks presents new characteristics and laws. Based on the theory of network propagation and blockchain, a new public opinion propagation model for this kind of social network based on blockchain technology is proposed in this paper. The model considers the effect of incentive mechanism produced by reasonably quantifying value contribution on the propagation of information in such social networks, and the income-risk matrix under different propagation behaviors is constructed. Furthermore, the transformation process and transfer probability among different states in the propagation model are defined on the basis of income-risk matrix. The model is helpful to break the bottleneck of network public opinion management by using blockchain technology. The propagation of false network public opinion can be contained, and a good ecological environment of network public opinion propagation would be realized.
引用
收藏
页码:1015 / 1027
页数:13
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