Trust Cop-Kmeans clustering analysis and minimum-cost consensus model considering voluntary trust loss in social network large-scale decision-making

SM Yu, ZJ Du, XY Zhang, HY Luo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Social network large-scale decision-making (SN-LSDM) has attracted much attention in the
field of decision science. Clustering and consensus building are two important processes for …

[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 large-scale group decision-making model with no consensus threshold based on social network analysis

X Liang, J Guo, P Liu - Information Sciences, 2022 - Elsevier
Recently, large-scale group decision-making in the social network context has become an
attractive research hotspot in decision science. The focus of large-scale group decision …

Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships

X Zhong, X Xu, M Goh, B Pan - Cognitive Computation, 2024 - Springer
In the context of large group decision-making (LGDM), the opinions of individuals can
influence each other due to their trust relationships. So, trust relationships should be …

A feedback mechanism with bounded confidence-based optimization approach for consensus reaching in multiple attribute large-scale group decision-making

Q Zha, H Liang, G Kou, Y Dong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Different feedback mechanisms have been developed in large-scale group decision-making
(GDM) to provide the decision-makers with advices for preference adjustment with the aim of …

Minimum cost consensus with altruism utility constraints in social network group decision making

Y Zhang, X Chen, W Pedrycz… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In group decision making (GDM), considering the individuals' satisfaction (ie, utilities) about
the consensus result is important. However, this issue is ignored by the extant minimum cost …

Consensus reaching process with noncooperative behaviors in large-scale group social network environment

X You, F Hou, F Chiclana - Applied Soft Computing, 2023 - Elsevier
Large-scale group decision-making (LSGDM) problems have drawn general attention from
scholars. The distribution linguistic preference relation (DLPR) is a flexible and practical tool …

A minimum adjustment consensus framework with compromise limits for social network group decision making under incomplete information

Y Yuan, D Cheng, Z Zhou - Information Sciences, 2021 - Elsevier
In consensus-based social network group decision making (SN-GDM) problems, experts
tend to refuse modifications if they exceed the limit of their maximum compromise, which …

Minimum conflict consensus models for group decision-making based on social network analysis considering non-cooperative behaviors

Y Yuan, C Wang, D Cheng, F Zhang, Z Zhou, F Cheng - Information Fusion, 2023 - Elsevier
Decision makers (DMs) may exhibit non-cooperative behaviors such as deviating from
recommendations or making only minor modifications in consensus-based group decision …

Consensus building for uncertain large-scale group decision-making based on the clustering algorithm and robust discrete optimization

Y Li, Y Ji, S Qu - Group Decision and Negotiation, 2022 - Springer
Consensus reaching processes (CRPs) including the feedback adjustment mechanism
generally require extended periods of time to bridge the opinion gap among decision …