An opinions-updating model for large-scale group decision-making driven by autonomous learning

X Cheng, K Zhang, T Wu, Z Xu, X Gou - Information Sciences, 2024 - Elsevier
This paper aspires to explore and construct a more objective and automated large-scale
group decision-making (LSGDM) model. The concept of vacillation degree based on …

Consensus model based on probability K-means clustering algorithm for large scale group decision making

Q Liu, H Wu, Z Xu - International Journal of Machine Learning and …, 2021 - Springer
Nowadays, the increasing complexity of the social environment brings much difficulty in
group decision making. The more uncertainty exists in a decision-making problem, the more …

A large-scale group decision-making model considering risk attitudes and dynamically changing roles

X Cheng, Z Xu, X Gou - Expert Systems with Applications, 2024 - Elsevier
Aiming at three issues in large-scale group decision-making (LSGDM): risk attitudes,
dynamically changing roles, and dynamically adjust evaluation information of decision …

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 …

A consensus model to manage minority opinions and noncooperative behaviors in large group decision making with probabilistic linguistic term sets

JL Zhou, JA Chen - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
The alternative assessment and decision-making are often complicated and involve
enormous decision makers (DMs), which leads to a large group decision making (LGDM) …

An improved consensus-based group decision making model with heterogeneous information

F Zhang, J Ignatius, Y Zhao, CP Lim, M Ghasemi… - Applied Soft …, 2015 - Elsevier
In group decision making (GDM) problems, it is natural for decision makers (DMs) to provide
different preferences and evaluations owing to varying domain knowledge and cultural …

[HTML][HTML] Consensus-based linguistic distribution large-scale group decision making using statistical inference and regret theory

F Jin, J Liu, L Zhou, L Martínez - Group Decision and Negotiation, 2021 - Springer
Large-scale group decision-making (LSGDM) deals with complex decision-making
problems which involve a large number of decision makers (DMs). Such a complex scenario …

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 …

[HTML][HTML] An influence network-based consensus model for large-scale group decision making with linguistic information

S Yao, M Gu - International Journal of Computational Intelligence …, 2022 - Springer
The vast majority of the existing social network-based group decision-making models
require extra information such as trust/distrust, influence and so on. However, in practical …

Consensus model handling minority opinions and noncooperative behaviors in large-scale group decision-making under double hierarchy linguistic preference …

X Gou, Z Xu, H Liao, F Herrera - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of society and continual progress of science and technology,
large-scale group decision-making (LSGDM) problems are very commonly encountered in …