Optimal Control of Opinion Dynamics on Complex Networks via Discounted LQR: Theory and Computation
MathematicsThis paper investigates the optimal control problem of opinion dynamics within complex networks. By introducing a state transformation, the original problem is reformulated within a discounted Linear Quadratic Regulator (LQR) framework, establishing a ...
Yajin Chen +3 more
doaj +1 more source
Information filtering framework of opinion dynamics
, 2018 Files accompanying paper "Opinion dynamics model based on cognitive biases of complex ...
Pawel Sobkowicz
core
Exploring a Bayesian Analysis of Opinion Dynamics Using the Approximate Bayesian Computation Method [PDF]
, 2019 Social media has created a whole new framework in the way we understand ones expression of opinion, and how ones\u27 opinion can influence others. Models of opinion dynamics, such as a probabilistic modeling framework of opinion dynamics over time are ...
Bishop, Jessica L.
core +1 more source
LOMDP: Maximizing Desired Opinions in Social Networks by Considering User Expression Intentions
EntropyTo address the problem of maximizing desired opinions in social networks, we present the Limited Opinion Maximization with Dynamic Propagation Optimization framework, which is grounded in information entropy theory. Innovatively, we introduce the concept
Xuan Wang, Bin Wu, Tong Wu
doaj +1 more source
Social identity bias and communication network clustering interact to shape patterns of opinion dynamics. [PDF]
J R Soc Interface, 2023 Steiglechner P +3 more
europepmc +1 more source
On Online Control of Opinion Dynamics
CoRRNetworked multi-agent dynamical systems have been used to model how individual opinions evolve over time due to the opinions of other agents in the network. Particularly, such a model has been used to study how a planning agent can be used to steer opinions in a desired direction through repeated, budgeted interventions.
Sheryl Paul +3 more
openaire +3 more sources
Opinion Dynamics: A Comprehensive Overview
CoRROpinion dynamics, the evolution of individuals through social interactions, is an important area of research with applications ranging from politics to marketing. Due to its interdisciplinary relevance, studies of opinion dynamics remain fragmented across computer science, mathematics, the social sciences, and physics, and often lack shared frameworks.
Mohammad Shirzadi +2 more
openaire +3 more sources
Opinion Dynamics Systems on Barabási-Albert Networks: Biswas-Chatterjee-Sen Model. [PDF]
Entropy (Basel), 2023 Alencar DSM +6 more
europepmc +1 more source
Opinion dynamics in financial markets via random networks. [PDF]
Proc Natl Acad Sci U S A, 2022 Granha MFB +4 more
europepmc +1 more source
Comparing Extremism Propagation Patterns in Continuous Opinion Models [PDF]
We compare patterns of extremism propagation yielded by 4 continuous opinion models, when the main parameters vary, on different types of networks (total connection, random network, lattice).
Guillaume Deffuant
core