Research on Information Propagation Model in Social Network Based on BlockChain
With the development of blockchain technology, many new social networks based on blockchain technology have emerged. The unique consensus mechanism and incentive mechanism of blockchain technology makes the law of information propagation in the new social network different from that in the tradition...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2022/7562848 |
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| _version_ | 1832549624260329472 |
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| author | Yan Zhao Sheng Bin Gengxin Sun |
| author_facet | Yan Zhao Sheng Bin Gengxin Sun |
| author_sort | Yan Zhao |
| collection | DOAJ |
| description | With the development of blockchain technology, many new social networks based on blockchain technology have emerged. The unique consensus mechanism and incentive mechanism of blockchain technology makes the law of information propagation in the new social network different from that in the traditional social network. Based on the information propagation characteristics of blockchain social network, this paper considers the influence of opposing groups of opinions, incentive mechanism and user’s conformity psychology in blockchain social network, and uses the evolutionary game to define the transfer process and probability between states and puts forward a new information propagation model. This paper analyses the influence of group density, state transition probability, and incentive policy on information transmission trends in the network through simulation experiments. The comparative experiment with the traditional model shows that the model in this paper can describe the propagation behaviour choices of different propagators under different incentive policies, which the traditional model cannot describe. Using the model in this paper to analyse the information propagation of blockchain social networks can effectively inhibit the propagation of inferior information and further build a good network public opinion environment. |
| format | Article |
| id | doaj-art-fb44fb2e9a0e46b084a0115c76568026 |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-fb44fb2e9a0e46b084a0115c765680262025-02-03T06:10:55ZengWileyDiscrete Dynamics in Nature and Society1607-887X2022-01-01202210.1155/2022/7562848Research on Information Propagation Model in Social Network Based on BlockChainYan Zhao0Sheng Bin1Gengxin Sun2College of Computer Science & TechnologyCollege of Computer Science & TechnologyCollege of Computer Science & TechnologyWith the development of blockchain technology, many new social networks based on blockchain technology have emerged. The unique consensus mechanism and incentive mechanism of blockchain technology makes the law of information propagation in the new social network different from that in the traditional social network. Based on the information propagation characteristics of blockchain social network, this paper considers the influence of opposing groups of opinions, incentive mechanism and user’s conformity psychology in blockchain social network, and uses the evolutionary game to define the transfer process and probability between states and puts forward a new information propagation model. This paper analyses the influence of group density, state transition probability, and incentive policy on information transmission trends in the network through simulation experiments. The comparative experiment with the traditional model shows that the model in this paper can describe the propagation behaviour choices of different propagators under different incentive policies, which the traditional model cannot describe. Using the model in this paper to analyse the information propagation of blockchain social networks can effectively inhibit the propagation of inferior information and further build a good network public opinion environment.http://dx.doi.org/10.1155/2022/7562848 |
| spellingShingle | Yan Zhao Sheng Bin Gengxin Sun Research on Information Propagation Model in Social Network Based on BlockChain Discrete Dynamics in Nature and Society |
| title | Research on Information Propagation Model in Social Network Based on BlockChain |
| title_full | Research on Information Propagation Model in Social Network Based on BlockChain |
| title_fullStr | Research on Information Propagation Model in Social Network Based on BlockChain |
| title_full_unstemmed | Research on Information Propagation Model in Social Network Based on BlockChain |
| title_short | Research on Information Propagation Model in Social Network Based on BlockChain |
| title_sort | research on information propagation model in social network based on blockchain |
| url | http://dx.doi.org/10.1155/2022/7562848 |
| work_keys_str_mv | AT yanzhao researchoninformationpropagationmodelinsocialnetworkbasedonblockchain AT shengbin researchoninformationpropagationmodelinsocialnetworkbasedonblockchain AT gengxinsun researchoninformationpropagationmodelinsocialnetworkbasedonblockchain |