A consensus model based on social network analysis in large-scale group decision making: mining and managing trust risk behaviors

M Li, L Qiu, Y Xu, X Liu, G Kou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In traditional social network analysis-based large-scale group decision making (LSGDM),
decision makers (DMs) often trust others based on social prestige/status without sufficient …

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 …

An overlap graph model for large‐scale group decision making with social trust information considering the multiple roles of experts

H Liao, R Tan, M Tang - Expert Systems, 2021 - Wiley Online Library
Social network analysis is an efficient tool to investigate the relationships of decision‐
makers in large‐scale group decision making (LSGDM). Existing social network‐based …

Opinion dynamics and minimum adjustment-driven consensus model for multi-criteria large-scale group decision making under a novel social trust propagation …

P Liu, Y Li, P Wang - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
Compared with group decision making (GDM), it is more difficult to reach a consensus in
large-scale group decision making (LSGDM) owing to the large number of decision makers …

A trust risk dynamic management mechanism based on third-party monitoring for the conflict-eliminating process of social network group decision making

M Li, Y Xu, X Liu, F Chiclana… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Every decision may involve risks. Real-world risk issues are usually supervised by third
parties. Decision-making may be affected by the absence of sufficient or reasonable trust or …

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 …

A trust-similarity analysis-based clustering method for large-scale group decision-making under a social network

Z Du, H Luo, X Lin, S Yu - Information Fusion, 2020 - Elsevier
Large-scale group decision-making (LSGDM) under a social network context has attracted
much attention in the field of decision science. The clustering of individual opinions and the …

A consensus model for large-scale group decision-making based on the trust relationship considering leadership behaviors and non-cooperative behaviors

C Zhang, M Zhao, L Zhao, Q Yuan - Group Decision and Negotiation, 2021 - Springer
Large-scale group decision-making (LSGDM) based on social networks has become an
important part of practical decision-making. The trust relationship in social networks has an …

Trust-consensus multiplex networks by combining trust social network analysis and consensus evolution methods in group decision-making

T Wu, X Liu, J Qin, F Herrera - IEEE Transactions on Fuzzy …, 2022 - ieeexplore.ieee.org
Social network group decision-making (SNGDM) develops rapidly because of the popularity
of online connections among experts. The current SNGDM studies mainly focus on the …

A two-stage social trust network partition model for large-scale group decision-making problems

T Wu, K Zhang, X Liu, C Cao - Knowledge-Based Systems, 2019 - Elsevier
With the development of big data and social computing, large-scale group decision making
(LGDM) problems attract much attention and become merging with social networks or …