Online public opinion dissemination model and simulation under media intervention from different perspectives
This study investigates the influence of different media interventions on the dissemination of online public opinion, analyzes its laws, and provides a theoretical basis for the control of relevant departments. This study adds the influence of network media and government media on susceptible-expose...
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| Published in | Chaos, solitons and fractals Vol. 166; p. 112959 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.01.2023
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| Subjects | |
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| Abstract | This study investigates the influence of different media interventions on the dissemination of online public opinion, analyzes its laws, and provides a theoretical basis for the control of relevant departments. This study adds the influence of network media and government media on susceptible-exposed-infectious-removed (SEIR) model and considers the interaction between different emotions to construct the susceptible-exposed-positive-emotional-infectious-and-negative-emotional-infectious-immune-removed (SEI2R1R2) online public opinion dissemination model under such dual intervention of network media and government media. The opinion propagation model is simulated in Python and the model is validated by mining text sentiment using text convolutional neural networks (CNN) to fit relevant parameters. Results show that the SEI2R1R2 online public opinion dissemination model is more consistent with reality. With the role of media from different perspectives, identifying and controlling emotional communicators and increasing the probability of converting positive and negative emotional communicators into quitters can effectively reduce the number of communicators, and thus control the spread of public opinion.
•Studying the influence of media intervention from different perspectives on online public opinion dissemination•Constructing online public opinion dissemination model under the dual role of network media and government media•Simulating the influence of network media and government media on the dissemination process of public opinion |
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| AbstractList | This study investigates the influence of different media interventions on the dissemination of online public opinion, analyzes its laws, and provides a theoretical basis for the control of relevant departments. This study adds the influence of network media and government media on susceptible-exposed-infectious-removed (SEIR) model and considers the interaction between different emotions to construct the susceptible-exposed-positive-emotional-infectious-and-negative-emotional-infectious-immune-removed (SEI2R1R2) online public opinion dissemination model under such dual intervention of network media and government media. The opinion propagation model is simulated in Python and the model is validated by mining text sentiment using text convolutional neural networks (CNN) to fit relevant parameters. Results show that the SEI2R1R2 online public opinion dissemination model is more consistent with reality. With the role of media from different perspectives, identifying and controlling emotional communicators and increasing the probability of converting positive and negative emotional communicators into quitters can effectively reduce the number of communicators, and thus control the spread of public opinion.
•Studying the influence of media intervention from different perspectives on online public opinion dissemination•Constructing online public opinion dissemination model under the dual role of network media and government media•Simulating the influence of network media and government media on the dissemination process of public opinion |
| ArticleNumber | 112959 |
| Author | Geng, Lisha Qiao, Gaigai Zheng, Hongye Geng, Lixiao Wang, Ke |
| Author_xml | – sequence: 1 givenname: Lixiao surname: Geng fullname: Geng, Lixiao email: lixgeng@hebut.edu.cn organization: School of Economics and Management, Hebei University of Technology, Tianjin 300401, China – sequence: 2 givenname: Hongye surname: Zheng fullname: Zheng, Hongye organization: School of Economics and Management, Hebei University of Technology, Tianjin 300401, China – sequence: 3 givenname: Gaigai surname: Qiao fullname: Qiao, Gaigai organization: School of Economics and Management, Hebei University of Technology, Tianjin 300401, China – sequence: 4 givenname: Lisha surname: Geng fullname: Geng, Lisha organization: School of Business and Administration, Hebei University of Economics and Business, Shijiazhuang 050061, China – sequence: 5 givenname: Ke surname: Wang fullname: Wang, Ke organization: School of Economics and Management, Hebei University of Technology, Tianjin 300401, China |
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| References | Yu, Li, Tang (bb0010) 2017; 143 Hitzler, Eberhart, Ebrahimi (bb0090) 2022; 9 Thieme (bb0120) 2011; 250 Tian, Liu (bb0015) 2014; 67 Chen, Yu, Liu (bb0055) 2011; 31 Zhong, Sun (bb0035) 2018; 41 Zhang, Zhao (bb0065) 2015; 11 Li, Chen, Feng (bb0075) 2021; 1 Wang, Li (bb0025) 2017; 20 Bodria, Panisson, Perotti (bb0085) 2020 Mao, Gan, Kohli, Tenenbaum, Wu (bb0095) 2019 Cambria (bb0105) 2016; 32 Van den Driessche, Watmough (bb0110) 2002; 180 Li, Liu, Li (bb0045) 2020; 57 Zhao, Cui, Qiu (bb0060) 2013; 392 Wang, Wang, Yue (bb0030) 2020; 32 Zhang, Feng, Yang (bb0070) 2019; 33 Liang, Su, Gui, Cambria, Xu (bb0080) 2022; 235 Rettberg (bb0050) 2017; 3 Cambria, Liu, Decherchi (bb0100) 2022 Han, Zhuang, He (bb0005) 2014; 394 Xiang, Yu, Xiao (bb0040) 2018; 38 Al-Azzawi (bb0115) 2012; 219 Ma (bb0020) 2017; 484 Hitzler (10.1016/j.chaos.2022.112959_bb0090) 2022; 9 Rettberg (10.1016/j.chaos.2022.112959_bb0050) 2017; 3 Yu (10.1016/j.chaos.2022.112959_bb0010) 2017; 143 Li (10.1016/j.chaos.2022.112959_bb0045) 2020; 57 Bodria (10.1016/j.chaos.2022.112959_bb0085) 2020 Thieme (10.1016/j.chaos.2022.112959_bb0120) 2011; 250 Zhong (10.1016/j.chaos.2022.112959_bb0035) 2018; 41 Liang (10.1016/j.chaos.2022.112959_bb0080) 2022; 235 Mao (10.1016/j.chaos.2022.112959_bb0095) 2019 Zhang (10.1016/j.chaos.2022.112959_bb0070) 2019; 33 Cambria (10.1016/j.chaos.2022.112959_bb0105) 2016; 32 Van den Driessche (10.1016/j.chaos.2022.112959_bb0110) 2002; 180 Han (10.1016/j.chaos.2022.112959_bb0005) 2014; 394 Zhang (10.1016/j.chaos.2022.112959_bb0065) 2015; 11 Chen (10.1016/j.chaos.2022.112959_bb0055) 2011; 31 Cambria (10.1016/j.chaos.2022.112959_bb0100) 2022 Al-Azzawi (10.1016/j.chaos.2022.112959_bb0115) 2012; 219 Li (10.1016/j.chaos.2022.112959_bb0075) 2021; 1 Wang (10.1016/j.chaos.2022.112959_bb0030) 2020; 32 Zhao (10.1016/j.chaos.2022.112959_bb0060) 2013; 392 Ma (10.1016/j.chaos.2022.112959_bb0020) 2017; 484 Wang (10.1016/j.chaos.2022.112959_bb0025) 2017; 20 Tian (10.1016/j.chaos.2022.112959_bb0015) 2014; 67 Xiang (10.1016/j.chaos.2022.112959_bb0040) 2018; 38 |
| References_xml | – volume: 20 start-page: 43 year: 2017 end-page: 52 ident: bb0025 article-title: Propagation law and coping strategies for public opinions in emergency with the consideration of the government intervention publication-title: J Manag Sci China contributor: fullname: Li – volume: 394 start-page: 99 year: 2014 end-page: 109 ident: bb0005 article-title: Energy model for rumor propagation on social networks publication-title: Physica A contributor: fullname: He – year: 2019 ident: bb0095 article-title: The neurosymbolic concept learner: interpreting scenes, words, and sentences from natural supervision publication-title: ICLR contributor: fullname: Wu – start-page: 100 year: 2020 end-page: 107 ident: bb0085 publication-title: Explainability methods for natural language processing: applications to sentiment analysis[C]//SEBD contributor: fullname: Perotti – volume: 392 start-page: 995 year: 2013 end-page: 1003 ident: bb0060 article-title: SIR rumor spreading model in the new media age publication-title: Physica A contributor: fullname: Qiu – volume: 1 start-page: 6319 year: 2021 end-page: 6329 ident: bb0075 article-title: Dual graph convolutional networks for aspect-based sentiment analysis publication-title: Proceedings of ACL/IJCNLP contributor: fullname: Feng – year: 2022 ident: bb0100 article-title: SenticNet 7: a commonsense-based neurosymbolic AI framework for explainable sentiment analysis publication-title: Proceedings of LREC 2022 contributor: fullname: Decherchi – volume: 32 start-page: 102 year: 2016 end-page: 107 ident: bb0105 article-title: Affective computing and sentiment analysis publication-title: IEEE IntellSyst contributor: fullname: Cambria – volume: 219 start-page: 1144 year: 2012 end-page: 1152 ident: bb0115 article-title: Stability and bifurcation of pan chaotic system by using Routh-Hurwitz and Gardan methods publication-title: Appl Math Comput contributor: fullname: Al-Azzawi – volume: 250 start-page: 3772 year: 2011 end-page: 3801 ident: bb0120 article-title: Global stability of the endemic equilibrium in infinite dimension: Lyapunov functions and positive operators publication-title: JDifferEqu contributor: fullname: Thieme – volume: 57 year: 2020 ident: bb0045 article-title: Temporal and spatial evolution of online public sentiment on emergencies publication-title: Inf Process Manag contributor: fullname: Li – volume: 38 start-page: 97 year: 2018 end-page: 102 ident: bb0040 article-title: Evolution and intervention of public opinion in emergencies publication-title: JComputApplic contributor: fullname: Xiao – volume: 3 year: 2017 ident: bb0050 article-title: Hand signs for lip-syncing: the emergence of a gestural language on musical. ly as a video-based equivalent to emoji publication-title: Social Media+ Society contributor: fullname: Rettberg – volume: 235 year: 2022 ident: bb0080 article-title: Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks publication-title: KnowlBased Syst contributor: fullname: Xu – volume: 67 start-page: 121 year: 2014 end-page: 130 ident: bb0015 article-title: Isolation, insertion, and reconstruction: three strategies to intervene in rumor spread based on supernetwork model publication-title: DecisSupportSyst contributor: fullname: Liu – volume: 31 start-page: 2140 year: 2011 end-page: 2150 ident: bb0055 article-title: Dissemination and control model of internet public opinion in the ubiquitous media environments publication-title: SystEngTheoryPract contributor: fullname: Liu – volume: 32 start-page: 956 year: 2020 end-page: 966 ident: bb0030 article-title: Model and simulation of interactive dissemination of multiple public opinion information under government intervention publication-title: JSystSimul contributor: fullname: Yue – volume: 143 start-page: 1203 year: 2017 end-page: 1214 ident: bb0010 article-title: What can mass media do to control public panic in accidents of hazardous chemical leakage into rivers? A multi-agent-based online opinion dissemination model publication-title: J Clean Prod contributor: fullname: Tang – volume: 9 year: 2022 ident: bb0090 article-title: Neuro-symbolic approaches in artificial intelligence publication-title: Natl Sci Rev contributor: fullname: Ebrahimi – volume: 484 start-page: 440 year: 2017 end-page: 452 ident: bb0020 article-title: The interaction evolution model of mass incidents with delay in a social network publication-title: Physica A contributor: fullname: Ma – volume: 33 start-page: 1950393 year: 2019 ident: bb0070 article-title: Network public opinion propagation model based on the influence of media and interpersonal communication publication-title: IntJModPhysB contributor: fullname: Yang – volume: 11 start-page: 60 year: 2015 end-page: 67 ident: bb0065 article-title: Study on the internet public opinion dissemination model with discussion under the effect of media publication-title: New TechnolLibrInfServ contributor: fullname: Zhao – volume: 41 start-page: 104 year: 2018 end-page: 109 ident: bb0035 article-title: Public opinion dissemination and control of serious emergencies: based on epidemic model publication-title: InfStudTheoryApplic contributor: fullname: Sun – volume: 180 start-page: 29 year: 2002 end-page: 48 ident: bb0110 article-title: Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission publication-title: Math Biosci contributor: fullname: Watmough – volume: 484 start-page: 440 year: 2017 ident: 10.1016/j.chaos.2022.112959_bb0020 article-title: The interaction evolution model of mass incidents with delay in a social network publication-title: Physica A doi: 10.1016/j.physa.2017.04.162 contributor: fullname: Ma – volume: 235 year: 2022 ident: 10.1016/j.chaos.2022.112959_bb0080 article-title: Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks publication-title: KnowlBased Syst contributor: fullname: Liang – start-page: 100 year: 2020 ident: 10.1016/j.chaos.2022.112959_bb0085 contributor: fullname: Bodria – year: 2022 ident: 10.1016/j.chaos.2022.112959_bb0100 article-title: SenticNet 7: a commonsense-based neurosymbolic AI framework for explainable sentiment analysis contributor: fullname: Cambria – volume: 32 start-page: 102 issue: 2 year: 2016 ident: 10.1016/j.chaos.2022.112959_bb0105 article-title: Affective computing and sentiment analysis publication-title: IEEE IntellSyst doi: 10.1109/MIS.2016.31 contributor: fullname: Cambria – volume: 38 start-page: 97 issue: S2 year: 2018 ident: 10.1016/j.chaos.2022.112959_bb0040 article-title: Evolution and intervention of public opinion in emergencies publication-title: JComputApplic contributor: fullname: Xiang – volume: 180 start-page: 29 issue: 1–2 year: 2002 ident: 10.1016/j.chaos.2022.112959_bb0110 article-title: Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission publication-title: Math Biosci doi: 10.1016/S0025-5564(02)00108-6 contributor: fullname: Van den Driessche – volume: 32 start-page: 956 issue: 05 year: 2020 ident: 10.1016/j.chaos.2022.112959_bb0030 article-title: Model and simulation of interactive dissemination of multiple public opinion information under government intervention publication-title: JSystSimul contributor: fullname: Wang – volume: 392 start-page: 995 issue: 4 year: 2013 ident: 10.1016/j.chaos.2022.112959_bb0060 article-title: SIR rumor spreading model in the new media age publication-title: Physica A doi: 10.1016/j.physa.2012.09.030 contributor: fullname: Zhao – volume: 394 start-page: 99 year: 2014 ident: 10.1016/j.chaos.2022.112959_bb0005 article-title: Energy model for rumor propagation on social networks publication-title: Physica A doi: 10.1016/j.physa.2013.10.003 contributor: fullname: Han – volume: 3 issue: 4 year: 2017 ident: 10.1016/j.chaos.2022.112959_bb0050 article-title: Hand signs for lip-syncing: the emergence of a gestural language on musical. ly as a video-based equivalent to emoji publication-title: Social Media+ Society contributor: fullname: Rettberg – volume: 9 issue: 6 year: 2022 ident: 10.1016/j.chaos.2022.112959_bb0090 article-title: Neuro-symbolic approaches in artificial intelligence publication-title: Natl Sci Rev doi: 10.1093/nsr/nwac035 contributor: fullname: Hitzler – volume: 219 start-page: 1144 issue: 3 year: 2012 ident: 10.1016/j.chaos.2022.112959_bb0115 article-title: Stability and bifurcation of pan chaotic system by using Routh-Hurwitz and Gardan methods publication-title: Appl Math Comput contributor: fullname: Al-Azzawi – volume: 1 start-page: 6319 year: 2021 ident: 10.1016/j.chaos.2022.112959_bb0075 article-title: Dual graph convolutional networks for aspect-based sentiment analysis contributor: fullname: Li – volume: 20 start-page: 43 issue: 02 year: 2017 ident: 10.1016/j.chaos.2022.112959_bb0025 article-title: Propagation law and coping strategies for public opinions in emergency with the consideration of the government intervention publication-title: J Manag Sci China contributor: fullname: Wang – volume: 57 issue: 2 year: 2020 ident: 10.1016/j.chaos.2022.112959_bb0045 article-title: Temporal and spatial evolution of online public sentiment on emergencies publication-title: Inf Process Manag doi: 10.1016/j.ipm.2019.102177 contributor: fullname: Li – volume: 31 start-page: 2140 issue: 11 year: 2011 ident: 10.1016/j.chaos.2022.112959_bb0055 article-title: Dissemination and control model of internet public opinion in the ubiquitous media environments publication-title: SystEngTheoryPract contributor: fullname: Chen – volume: 33 start-page: 1950393 issue: 32 year: 2019 ident: 10.1016/j.chaos.2022.112959_bb0070 article-title: Network public opinion propagation model based on the influence of media and interpersonal communication publication-title: IntJModPhysB contributor: fullname: Zhang – year: 2019 ident: 10.1016/j.chaos.2022.112959_bb0095 article-title: The neurosymbolic concept learner: interpreting scenes, words, and sentences from natural supervision contributor: fullname: Mao – volume: 11 start-page: 60 year: 2015 ident: 10.1016/j.chaos.2022.112959_bb0065 article-title: Study on the internet public opinion dissemination model with discussion under the effect of media publication-title: New TechnolLibrInfServ contributor: fullname: Zhang – volume: 41 start-page: 104 issue: 05 year: 2018 ident: 10.1016/j.chaos.2022.112959_bb0035 article-title: Public opinion dissemination and control of serious emergencies: based on epidemic model publication-title: InfStudTheoryApplic contributor: fullname: Zhong – volume: 67 start-page: 121 year: 2014 ident: 10.1016/j.chaos.2022.112959_bb0015 article-title: Isolation, insertion, and reconstruction: three strategies to intervene in rumor spread based on supernetwork model publication-title: DecisSupportSyst contributor: fullname: Tian – volume: 250 start-page: 3772 issue: 9 year: 2011 ident: 10.1016/j.chaos.2022.112959_bb0120 article-title: Global stability of the endemic equilibrium in infinite dimension: Lyapunov functions and positive operators publication-title: JDifferEqu contributor: fullname: Thieme – volume: 143 start-page: 1203 year: 2017 ident: 10.1016/j.chaos.2022.112959_bb0010 article-title: What can mass media do to control public panic in accidents of hazardous chemical leakage into rivers? A multi-agent-based online opinion dissemination model publication-title: J Clean Prod doi: 10.1016/j.jclepro.2016.11.184 contributor: fullname: Yu |
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