Similarity–trust network for clustering‐based consensus group decision‐making model

WSAW Ahlim, NH Kamis, SAS Ahmad… - … Journal of Intelligent …, 2022 - Wiley Online Library
Trust relation, as defined in Social Network Analysis (SNA), is one of the recent notions
considered in decision making. This inspired our integration of trust relation in constructing a …

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 …

Trust based consensus model for social network in an incomplete linguistic information context

J Wu, F Chiclana, E Herrera-Viedma - Applied Soft Computing, 2015 - Elsevier
A theoretical framework to consensus building within a networked social group is put
forward. This article investigates a trust based estimation and aggregation methods as part …

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 …

Social trust-driven consensus reaching model for multiattribute group decision making: exploring social trust network completeness

P Liu, Y Li, P Wang - IEEE Transactions on Fuzzy Systems, 2023 - ieeexplore.ieee.org
With the development of social media, social networks (SNs) have gradually become the link
of information exchange between people. The social trust network (STN), a typical SN, is …

Uninorm trust propagation and aggregation methods for group decision making in social network with four tuple information

J Wu, R Xiong, F Chiclana - Knowledge-Based Systems, 2016 - Elsevier
A novel social network based group decision making (SN-GDM) model with experts' weights
not provided beforehand and with the following four tuple information: trust; distrust; …

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 large-scale group decision-making method based on improved affinity propagation algorithm and adjustable minimum-cost consensus model in social networks

MK Zhao, J Guo, ZS Xu, XH Wu - Computers & Industrial Engineering, 2024 - Elsevier
The rapid development of information technology has made social network large-scale
group decision-making (SN-LSGDM) a focus of the field of decision science. Clustering and …

Consensus convergence in large-group social network environment: Coordination between trust relationship and opinion similarity

Z Du, S Yu, H Luo, X Lin - Knowledge-Based Systems, 2021 - Elsevier
Group decision-making (GDM) in large-group social network environment (LGSNE) has
attracted considerable attention in the field of decision science. Social relationships exist …

A new consensus model based on trust interactive weights for intuitionistic group decision making in social networks

X Ma, Z Gong, G Wei… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A promising feature for group decision making (GDM) lies in the study of the interaction
between individuals. In conventional GDM research, experts are independent. This is …