Consensus convergence in large-group social network environment: Coordination between trust relationship and opinion similarity

Z Du, S Yu, H Luo, X Lin - Knowledge-Based Systems, 2021 - Elsevier
Group decision-making (GDM) in large-group social network environment (LGSNE) has
attracted considerable attention in the field of decision science. Social relationships exist …

Managing flexible linguistic expression and ordinal classification-based consensus in large-scale multi-attribute group decision making

H Zhang, W Zhu, X Chen, Y Wu, H Liang, CC Li… - Annals of Operations …, 2022 - Springer
The consensus reaching process (CRP) is often utilized to mitigate conflicts among decision
makers and help them reach an agreement. Almost all existing CRP models focused on …

Group decision making with heterogeneous preference structures: An automatic mechanism to support consensus reaching

B Zhang, Y Dong, E Herrera-Viedma - Group Decision and Negotiation, 2019 - Springer
In real-world decision problems, decision makers usually express their opinions with
different preference structures. In order to deal with the heterogeneous preference …

Group consensus reaching based on a combination of expert weight and expert reliability

M Xue, C Fu, SL Yang - Applied Mathematics and Computation, 2020 - Elsevier
Multi-criteria group decision making (MCGDM) as a key module in a group decision support
system has attracted much attention. Different experts in MCGDM may hold different …

Consensus reaching process with multiobjective optimization for large-scale group decision making with cooperative game

P Wu, F Li, J Zhao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Large-scale group decision making (LSGDM) is a common decision-making activity in which
experts elicit their preferences through preference relations with consistencies based on …

Minimum cost consensus model for CRP-driven preference optimization analysis in large-scale group decision making using Louvain algorithm

J Qin, M Li, Y Liang - Information Fusion, 2022 - Elsevier
Large-scale group decision-making problems based on social network analysis and
minimum cost consensus models (MCCMs) have recently attracted considerable attention …

Large-scale three-way group consensus decision considering individual competition behavior in social networks

D Liang, W Duan - Information Sciences, 2023 - Elsevier
In social networks, decision makers of group decision-making (GDM) can have interactive
behaviors with different individual relationships. With large-scale group participation …

Robust minimum cost consensus models with various individual preference scenarios under unit adjustment cost uncertainty

S Qu, J Wei, Q Wang, Y Li, X Jin, L Chaib - Information Fusion, 2023 - Elsevier
In group decision making (GDM), individual opinions and unit adjustment costs are essential
factors in reaching a collective consensus. However, in previous studies, most scholars only …

A novel consensus model for multi-attribute large-scale group decision making based on comprehensive behavior classification and adaptive weight updating

Z Shi, X Wang, I Palomares, S Guo, RX Ding - Knowledge-Based Systems, 2018 - Elsevier
Consensus reaching process (CRP) has received increasing attention in recent years, as
the demand for decision results with mutual agreement has greatly grown. With the current …

Consensus reaching mechanism with parallel dynamic feedback strategy for large-scale group decision making under social network analysis

YJ Zhou, M Zhou, XB Liu, BY Cheng… - Computers & Industrial …, 2022 - Elsevier
With the scale of group decision making increasing, it is a crucial issue to get the utmost of
collective intelligence for seeking the optimal solution. In this study, we propose an …