Modeling Public Opinion Polarization in Group Behavior by Integrating SIRS-Based Information Diffusion Process
المؤلفون المشاركون
Yang, Jianjun
Chen, Tinggui
Li, Gongfa
Shi, Jiawen
Cong, Guodong
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-20، 20ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-09-26
دولة النشر
مصر
عدد الصفحات
20
التخصصات الرئيسية
الملخص EN
Currently, China is in the period of social transformation.
Such transformation continuously results in high group polarization behaviors, which attracts many attentions.
In order to explore the evolutionary mechanism and formation process of group polarization behavior, this paper proposes a group polarization model which is integrated into the Susceptible-Infected-Recovered-Susceptible (SIRS) epidemic model.
In this paper, firstly, the SIRS epidemic model and the factors of relationship strength are introduced based on the J-A model (proposed by Jager and Amblard) to enhance the information transmission and interaction among individuals.
In addition, the BA network (proposed by Barabasi and Albert) model is used as the agent adjacency model due to its closeness to the real social network structure.
After that, the Monte Carlo method is applied to conduct experimental simulation.
Subsequently, this paper analyzes the simulation results in threefold: (1) comparison of polarization processes with and without integration of the SIRS epidemic model; (2) adjusting the immune recovery parameter γ and the relationship strength z to explore the role of these two parameters in the polarization process; and (3) comparing the polarization effects of different network structures.
Through the experiments, we find that BA network is more polarized than small-world network in the same scale.
Finally, corresponding measures are proposed to prevent and mitigate the occurrence of group polarization.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Chen, Tinggui& Shi, Jiawen& Yang, Jianjun& Cong, Guodong& Li, Gongfa. 2020. Modeling Public Opinion Polarization in Group Behavior by Integrating SIRS-Based Information Diffusion Process. Complexity،Vol. 2020, no. 2020, pp.1-20.
https://search.emarefa.net/detail/BIM-1142086
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Chen, Tinggui…[et al.]. Modeling Public Opinion Polarization in Group Behavior by Integrating SIRS-Based Information Diffusion Process. Complexity No. 2020 (2020), pp.1-20.
https://search.emarefa.net/detail/BIM-1142086
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Chen, Tinggui& Shi, Jiawen& Yang, Jianjun& Cong, Guodong& Li, Gongfa. Modeling Public Opinion Polarization in Group Behavior by Integrating SIRS-Based Information Diffusion Process. Complexity. 2020. Vol. 2020, no. 2020, pp.1-20.
https://search.emarefa.net/detail/BIM-1142086
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1142086
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر