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) …

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 …

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 …

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 fair consensus adjustment mechanism for large-scale group decision making in term of Gini coefficient

F Meng, D Zhao, X Zhang - Engineering Applications of Artificial …, 2023 - Elsevier
With social media and e-democracy development, decision-making environments and
problems have become increasingly complex. Traditional group decision-making, including …

A two-stage multi-attribute group consensus model based on distributed linguistic assessment information from the perspective of fairness concern

S Zhang, S Zhang, Z Ma, X Liu - Adaptive Behavior, 2023 - journals.sagepub.com
The consensus reaching process (CRP) is a key step in group decision-making (GDM), in
which reaching a satisfactory consensus often requires certain costs, such as time, money …

A large‐scale group decision making method with a consensus reaching process under cognitive linguistic environment

X Wu, S Nie, H Liao, P Gupta - International Transactions in …, 2023 - Wiley Online Library
Group decision making (GDM) problems involving large‐scale experts are critical and
frequent in practice. However, it is difficult to make an appropriate decision due to the …

A consensus model for large-scale multi-attribute group decision making with collaboration-reference network under uncertain linguistic environment

M Zhao, M Gao, Z Li - Journal of Intelligent & Fuzzy Systems, 2019 - content.iospress.com
Social network (SN) provides a new perspective for large-scale multi-attribute group
decision making (LMAGDM), and the scale and complexity of group compositions have …

The interactive consensus reaching process with the minimum and uncertain cost in group decision making

Y Li, H Zhang, Y Dong - Applied Soft Computing, 2017 - Elsevier
The consensus model with the minimum cost (or minimum adjustments or minimum
information loss) is a powerful decision tool for consensus building in the group decision …

A PSO-algorithm-based dual consensus method for large-scale group decision making and its application in medical imaging equipment purchasing

T Wu, Z Xu, Y Zheng - Applied Soft Computing, 2024 - Elsevier
The increasing complexity of social aSctivities requires an expanding number of people to
be involved in decision-making, so that the large-scale multi-attribute group decision-making …