Heterogeneous opinion dynamics considering consensus evolution in social network group decision-making

T Wu - Group Decision and Negotiation, 2024 - Springer
Social network group decision-making (SNGDM) is a new type of group decision-making
(GDM) paradigm that has emerged in recent years. The traditional consensus feedback …

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 …

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 …

A consensus-reaching method for large-scale group decision-making based on integrated trust–opinion similarity relationships

S Zhao, T Lei, C Liang, J Na, Y Liu - Computers & Industrial Engineering, 2022 - Elsevier
Recently, the consensus-reaching process (CRP) of large-scale group decision-making
(LSGDM) has attracted much attention. Trusting relationships and similar opinions among …

[HTML][HTML] Social network group decision-making model considering interactions between trust relationships and opinion evolution

J Ma, T Wu - Kybernetes, 2024 - emerald.com
Purpose Social network group decision-making (SNGDM) has rapidly developed because of
the impact of social relationships on decision-making behavior. However, not only do social …

Consensus convergence speed in social network DeGroot model: The effects of the agents with high self-confidence levels

Z Ding, X Chen, Y Dong, S Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In group decision making (GDM), opinion dynamics is a useful tool to investigate consensus
formation. Notably, consensus convergence speed is of key importance to manage the …

Facilitating large-scale group decision-making in social networks: A bi-level consensus model with social influence

Y Tu, J Song, Y Xie, X Zhou, B Lev - Information Fusion, 2024 - Elsevier
Nowadays, more and more decision-makers (DMs) are engaging in group decision-making
(GDM) within certain social relationship networks. Therefore, understanding how to leverage …

Fuzzy inference based Hegselmann–Krause opinion dynamics for group decision-making under ambiguity

Y Zhao, M Xu, Y Dong, Y Peng - Information Processing & Management, 2021 - Elsevier
This paper considers a group decision-making mechanism for a group of social agents with
ambiguous interactions. First, a fuzzy inference approach is introduced to describe bounded …

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 …

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 …