Early-warning Model for Undergraduate Public Opinion with Dynamic Evolution

被引：0
|
作者：
Li C. [1 ,2 ]
Zhu X. [1 ]
Fu Z. [1 ]
机构：
[1] School of Information Management, Nanjing University, Nanjing
[2] School of Management Science and Engineering, Anhui University of Finance and Economics, Bengbu
来源：
Data Analysis and Knowledge Discovery | 2022年 / 6卷 / 08期
关键词：
Forewarning Analysis; Public Opinion for Undergraduates; Simulation Experiment; System Dynamics;
D O I：
10.11925/infotech.2096-3467.2021.1266
中图分类号：
学科分类号：
摘要：
[Objective] This paper tries to examine the social evolution analysis and System Dynamics for early warning strategies of undergraduates’public opinion administration. [Methods] We conducted system analysis for public opinion based on user behavior theory. We analyzed the mechanism among undergraduates, official institutions, Internet environment, public opinion elements and social media with System Dynamics (SD). Finally, we built a new SD model for the early warning system of public opinion. [Results] We evaluated our model with three simulation experiments. The influence range of control elements was verified, while the control effect of credibility was falsified. Compared with other fuzzy cognitive models, our algorithm’s ACR increased by 1.4% and the CPT reduced by 50%. [Limitations] Extracting related factors depends on the research object and environmental evolution, and our model needs to be continuously optimized in the future. [Conclusions] The proposed model creates an early warning mechanism for public opinion from the undergraduate communities. © 2022, Chinese Academy of Sciences. All rights reserved.
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页码：97 / 109
页数：12
相关论文
共 43 条
  • [1] The 47th China Statistical Report on Internet Development[R/OL]
  • [2] Limei Gu, Network Associations from the Perspective of Government Governance: Roles and Challenges[J], Jiangxi Social Sciences, 33, 4, pp. 171-175, (2013)
  • [3] Zhang Daquan, Zhu Hongfei, Sun Xiao, Analysis on the Influencing Factors of Information Users’Continuous Attention Behavior of University New Media Platform Based on Grounded Theory, Information Science, 39, 3, pp. 113-119, (2021)
  • [4] Shuqi Liu, Analysis on the Current Situation of Undergraduates’ Network Literacy and Discussion on the Cultivation Ways[J], The Party Building and Ideological Education in Schools, 1, pp. 57-58, (2016)
  • [5] Zhengwei Zhang, Jun Zhou, Changyue Sun, The Current Situation of Undergraduates’ Network Literacy and Discussion on the Cultivation Ways[J], Shaanxi Education, 10, pp. 78-79, (2018)
  • [6] Huang Shaokuan, Li Bo, Huang Xiaobin, Cognition Attitude of University Student on Internet Rumors and Information Literacy Education, Information Research, 8, pp. 32-37, (2017)
  • [7] Huang Wei, Xu Ye, Xiao Weize, Visualization Analysis of Crisis Response of Online Public Opinion in China Based on Mapping Knowledge Domain, Information Science, 36, 3, pp. 64-69, (2018)
  • [8] Gu Yun, Lin Dan, Ideological and Political Education of Undergraduates from the Perspective of Network Public Opinion in Universities, Education and Vocation, 15, pp. 40-42, (2016)
  • [9] Bachner J, Hill K W., Advances in Public Opinion and Policy Attitudes Research, Policy Studies Journal, 42, pp. S51-S70, (2014)
  • [10] Fuji Chen, Jiangling Huang, Metrology Analysis on the Study of Online Public Opinions Evolution in China[J], Journal of Intelligence, 32, 7, pp. 54-58, (2013)
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