Fusion social network and regret theory for a consensus model with minority opinions in large-scale group decision making

Y Shen, X Ma, H Zhang, J Zhan - Information Fusion, 2024 - Elsevier
The change in data structure and social paradigm have promoted the rapid development of
decision sciences. Large-scale group decision making (LSGDM) has gained widespread …

Credibility-Supervised Dynamic Clustering and Consensus Model Involving Minority Opinions Handling in Social-Network Large-Scale Decision Making

M Li, J Huang, Y Xu, X Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Existing studies on social-network large-scale decision making (SN-LSDM) have overlooked
two vital roles of the information credibility of decision makers (DMs): first, information …

[HTML][HTML] Consensus reaching process in large-scale group decision making based on bounded confidence and social network

Y Li, G Kou, G Li, Y Peng - European Journal of Operational Research, 2022 - Elsevier
Consensus reaching process (CRP) is a dynamic and interactive method used to reach a
group decision. Now that social networks and mobile internet are prominent features in daily …

A consensus model considers managing manipulative and overconfident behaviours in large-scale group decision-making

X Liang, J Guo, P Liu - Information Sciences, 2024 - Elsevier
When dealing with large-scale group decision-making problems, the central emphasis lies
in the objective and rational acquisition of a collective opinion acceptable to the majority of …

A dynamic social network-driven consensus reaching model

F Wang, H Zhang, Y Dong - Procedia Computer Science, 2022 - Elsevier
This study proposes a dynamic social network-driven consensus reaching framework for
social network group decision making. In the proposed consensus reaching framework, a …

Punishment-driven consensus reaching model in social network large-scale decision-making with application to social capital selection

S Yu, Z Du, X Zhang, H Luo, X Lin - Applied Soft Computing, 2021 - Elsevier
Clustering and consensus reaching are two crucial processes for solving social network
large-scale decision-making (SN-LSDM) problems. This paper explores the moderating …

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 …

[HTML][HTML] An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement

X Chao, G Kou, Y Peng, E Herrera-Viedma… - Information Sciences, 2021 - Elsevier
Urban resettlement projects involve a large number of stakeholders and impose tremendous
cost. Developing resettlement plans and reaching an agreement amongst stakeholders …

[HTML][HTML] Consensus reaching in social network group decision making: Research paradigms and challenges

Y Dong, Q Zha, H Zhang, G Kou, H Fujita… - Knowledge-Based …, 2018 - Elsevier
In social network group decision making (SNGDM), the consensus reaching process (CRP)
is used to help decision makers with social relationships reach consensus. Many CRP …

Social network community analysis based large-scale group decision making approach with incomplete fuzzy preference relations

J Chu, Y Wang, X Liu, Y Liu - Information Fusion, 2020 - Elsevier
Large-scale group decision making (LSGDM) is characterized by a large number of
participators, multiple groups and a mass of decision data provided by the participators. With …