Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies

H Hassani, R Razavi-Far, M Saif, F Chiclana, O Krejcar… - Information …, 2022 - Elsevier
Consensus reaching is an iterative and dynamic process that supports group decision-
making models by guiding decision-makers towards modifying their opinions through a …

Quantifying the impact of large language models on collective opinion dynamics

C Li, X Su, C Fan, H Han, C Xue, C Zheng - arXiv preprint arXiv …, 2023 - arxiv.org
The process of opinion expression and exchange is a critical component of democratic
societies. As people interact with large language models (LLMs) in the opinion shaping …

Online public opinion prediction based on a novel seasonal grey decomposition and ensemble model

Q Su, S Yan, L Wu, X Zeng - Expert Systems with Applications, 2022 - Elsevier
Due to the influence of netizens' behaviors, social activities, media and other factors, the
trend of online public opinion shows the characteristics of nonlinear and seasonal …

Signed networks-the role of negative links for the diffusion of innovation

M Mueller, S Ramkumar - Technological Forecasting and Social Change, 2023 - Elsevier
We study the effects of negative links for the innovation diffusion process. To do so we
employ an agent-based simulation model of a threshold diffusion process. Our results reveal …

Complex systems and network science: a survey

K Yang, J Li, M Liu, T Lei, X Xu, H Wu… - Journal of systems …, 2023 - ieeexplore.ieee.org
Complex systems widely exist in nature and human society. There are complex interactions
between system elements in a complex system, and systems show complex features at the …

Using a cognitive network model of moral and social beliefs to explain belief change

J Dalege, T van der Does - Science advances, 2022 - science.org
Skepticism toward childhood vaccines and genetically modified food has grown despite
scientific evidence of their safety. Beliefs about scientific issues are difficult to change …

Large-scale multiple criteria group decision-making with information emendation based on unsupervised opinion evolutions

Y Li, J Huan, M Liu, N Zhang, J Cao, L Chen - Applied Soft Computing, 2024 - Elsevier
Large-scale multiple criteria group decision-making (MCGDM) is prevalent in diverse
decision-making scenarios, involving numerous decision makers (DMs), the set of …

[HTML][HTML] Ising model on clustered networks: A model for opinion dynamics

S Baldassarri, A Gallo, V Jacquier, A Zocca - Physica A: Statistical …, 2023 - Elsevier
We study opinion dynamics on networks with a nontrivial community structure, assuming
individuals can update their binary opinion as the result of the interactions with an external …

[HTML][HTML] Three-state opinion model with mobile agents

I Ferri, A Gaya-Àvila, A Díaz-Guilera - Chaos: An Interdisciplinary …, 2023 - pubs.aip.org
We study an agent-based opinion model with two extreme (opposite) opinion states and a
neutral intermediate one. We adjust the relative degree of conviction between extremists …

Modeling multi-opinion propagation in complex systems with heterogeneous relationships via Potts model on signed networks

L Li, A Zeng, Y Fan, Z Di - Chaos: An Interdisciplinary Journal of …, 2022 - pubs.aip.org
This paper investigates how the heterogenous relationships around us affect the spread of
diverse opinions in the population. We apply the Potts model, derived from condensed …