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 …

Two-stage consensus model based on opinion dynamics and evolution of social power in large-scale group decision making

S Li, RM Rodríguez, C Wei - Applied Soft Computing, 2021 - Elsevier
The main challenges in large scale group decision making (LSGDM) problem are how to
tackle with the great number of participants and how to achieve a common solution accepted …

An adaptive group decision making framework: Individual and local world opinion based opinion dynamics

Q Dong, Q Sheng, L Martínez, Z Zhang - Information Fusion, 2022 - Elsevier
Opinion dynamics (OD) models, which simulate individuals' opinion evolution process on
social network to analyze the final state of opinion distribution in a group, usually differ from …

Optimizing consensus reaching in the hybrid opinion dynamics in a social network•

Y Liu, H Liang, L Gao, Z Guo - Information Fusion, 2021 - Elsevier
Hybrid opinion dynamics which involves two types of individuals (ie, leaders and followers)
communicate in real time and share opinions and knowledge have been widely used in …

On dynamic consensus processes in group decision making problems

IJ Pérez, FJ Cabrerizo, S Alonso, YC Dong… - Information …, 2018 - Elsevier
Consensus in group decision making requires discussion and deliberation between the
group members with the aim to reach a decision that reflects the opinions of every group …

Managing consensus with minimum adjustments in group decision making with opinions evolution

X Chen, Z Ding, Y Dong, H Liang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Nowadays, online social networks, such as “Facebook” and “WeChat,” facilitate the
expression, diffusion, and interactions of individuals' opinions regarding various issues. In …

A survey on the fusion process in opinion dynamics

Y Dong, M Zhan, G Kou, Z Ding, H Liang - Information Fusion, 2018 - Elsevier
Opinion dynamics is a fusion process of individual opinions, in which a group of interacting
agents continuously fuse their opinions on the same issue based on established fusion rules …

Managing consensus based on leadership in opinion dynamics

Y Dong, Z Ding, L Martínez, F Herrera - Information Sciences, 2017 - Elsevier
Opinion dynamics investigates the fusion process of the opinion formation in a group of
agents, and is a powerful tool for supporting the management of public opinions. However …

[HTML][HTML] Multi-level opinion dynamics under bounded confidence

G Kou, Y Zhao, Y Peng, Y Shi - 2012 - journals.plos.org
Opinion dynamics focuses on the opinion evolution in a social community. Recently, some
models of continuous opinion dynamics under bounded confidence were proposed by …

An agent based model for opinion dynamics with random confidence threshold

Y Shang - Communications in Nonlinear Science and Numerical …, 2014 - Elsevier
Although the idea of introducing heterogeneous confidence levels has been around for
some time, its implications for the influence of the confidence thresholds on the consensus …