Skip to main content
Top
Published in: Mathematical Models and Computer Simulations 4/2022

01-08-2022

Mathematical Model for Assessing the Information Impact on the Electorate in Social Media during Election Campaigns

Authors: I. S. Poljanskij, K. O. Loginov, N. I. Ilyin, A. S. Velikikh

Published in: Mathematical Models and Computer Simulations | Issue 4/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A mathematical model for assessing the informational impact on the electorate in social media during election campaigns is developed. It is based on the well-known mathematical models of information warfare in a structured society and differs from them by taking into account the stochastic nature of the intensity of information dissemination from external sources. The final model is reduced to a system of stochastic differential equations, understood in the sense of Ito. The estimate of the number of adherents and preadherents who favor a candidate during the election campaign is given by the sample mean, which is calculated by the probability density function determined from the solution of the Fokker–Planck–Kolmogorov equation. The Fokker–Planck–Kolmogorov (FPK) equation is solved according to the proposed numerical scheme based on the projection formulation of the Galerkin method. The simulation results for the test problem are presented.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference D. P. Gavra, “Public opinion and power: Modes and mechanisms of interaction,” Zh. Sotsiol. Sots. Antropol. (J. Sociol. Soc. Anthropol.) 1 (4), 53–77 (1998). D. P. Gavra, “Public opinion and power: Modes and mechanisms of interaction,” Zh. Sotsiol. Sots. Antropol. (J. Sociol. Soc. Anthropol.) 1 (4), 53–77 (1998).
2.
go back to reference G. B. Pronchev and V. I. Muravyov, “Social networks as a factor in Russia’s transition to innovative development,” Sotsiologiya, No. 3, 36–56 (2011). G. B. Pronchev and V. I. Muravyov, “Social networks as a factor in Russia’s transition to innovative development,” Sotsiologiya, No. 3, 36–56 (2011).
3.
go back to reference S. G. Davydov, “Open opinion project as a social experiment: interactions with mass media and social media,” Sotsiol. Zh. (Sociol. J.), No. 1, 118–138 (2012). S. G. Davydov, “Open opinion project as a social experiment: interactions with mass media and social media,” Sotsiol. Zh. (Sociol. J.), No. 1, 118–138 (2012).
6.
go back to reference A. P. Petrov and O. G. Proncheva, “Modeling position selection by individuals during informational warfare with a two-component agenda,” Math. Models Comput. Simul. 12 (2), 154–163 (2020).MathSciNetCrossRef A. P. Petrov and O. G. Proncheva, “Modeling position selection by individuals during informational warfare with a two-component agenda,” Math. Models Comput. Simul. 12 (2), 154–163 (2020).MathSciNetCrossRef
9.
go back to reference C. W. Gardiner, Handbook of Stochastic Methods for Physics, Chemistry, and the Natural Sciences (Springer, New York, 1983; Mir, Moscow, 1986). C. W. Gardiner, Handbook of Stochastic Methods for Physics, Chemistry, and the Natural Sciences (Springer, New York, 1983; Mir, Moscow, 1986).
10.
go back to reference D. F. Kuznetsov, Numerical Modelling of Stochastic Differential Equations and Stochastic Integrals (Nauka, St. Petersburg, 1999) [in Russian]. D. F. Kuznetsov, Numerical Modelling of Stochastic Differential Equations and Stochastic Integrals (Nauka, St. Petersburg, 1999) [in Russian].
12.
go back to reference I. I. Gikhman and A. V. Skorokhod, Introduction to Theory of Random Processes (Nauka, Moscow, 1977) [in Russian].MATH I. I. Gikhman and A. V. Skorokhod, Introduction to Theory of Random Processes (Nauka, Moscow, 1977) [in Russian].MATH
13.
go back to reference H. Federer, Geometric Measure Theory (Springer, New York, 1969; Nauka, Moscow, 1987). H. Federer, Geometric Measure Theory (Springer, New York, 1969; Nauka, Moscow, 1987).
14.
go back to reference V. I. Tikhonov and M. A. Mironov, Markov Processes (Sov. Radio, Moscow, 1977) [in Russian].MATH V. I. Tikhonov and M. A. Mironov, Markov Processes (Sov. Radio, Moscow, 1977) [in Russian].MATH
16.
go back to reference I. S. Poljanskii, “Barycentric method in the optimal control problem for the shape of the reflecting surface of a mirror antenna,” Mat. Model. 29 (11), 140–150 (2017).MathSciNet I. S. Poljanskii, “Barycentric method in the optimal control problem for the shape of the reflecting surface of a mirror antenna,” Mat. Model. 29 (11), 140–150 (2017).MathSciNet
17.
go back to reference P. S. Aleksandrov and B. A. Pasynkov, Introduction to Dimension Theory: An Introduction to the Theory of Topological Spaces and the General Theory of Dimension (Nauka, Moscow, 1973) [in Russian]. P. S. Aleksandrov and B. A. Pasynkov, Introduction to Dimension Theory: An Introduction to the Theory of Topological Spaces and the General Theory of Dimension (Nauka, Moscow, 1973) [in Russian].
21.
go back to reference Z. Chen, “Bayesian filtering: from Kalman filters to particle filters, and beyond,” Stat.: J. Theor. Appl. Stat. 182 (1), 1–69 (2003). Z. Chen, “Bayesian filtering: from Kalman filters to particle filters, and beyond,” Stat.: J. Theor. Appl. Stat. 182 (1), 1–69 (2003).
Metadata
Title
Mathematical Model for Assessing the Information Impact on the Electorate in Social Media during Election Campaigns
Authors
I. S. Poljanskij
K. O. Loginov
N. I. Ilyin
A. S. Velikikh
Publication date
01-08-2022
Publisher
Pleiades Publishing
Published in
Mathematical Models and Computer Simulations / Issue 4/2022
Print ISSN: 2070-0482
Electronic ISSN: 2070-0490
DOI
https://doi.org/10.1134/S207004822204007X

Other articles of this Issue 4/2022

Mathematical Models and Computer Simulations 4/2022 Go to the issue

Premium Partner