Consensus-trust driven bidirectional feedback mechanism for improving consensus in social network large-group decision making

T Gai, M Cao, F Chiclana, Z Zhang, Y Dong… - Group decision and …, 2023 - Springer
This paper proposes a consensus-trust driven framework of bidirectional interaction for
social network large-group decision making. Firstly, the concepts of interaction consensus …

A clustering-and maximum consensus-based model for social network large-scale group decision making with linguistic distribution

P Liu, K Zhang, P Wang, F Wang - Information Sciences, 2022 - Elsevier
Nowadays, with the increasing complexity of decision-making environment, more and more
large-scale group decision making (LGDM) problems are faced. Due to the existence of …

A large-scale group consensus reaching approach considering self-confidence with two-tuple linguistic trust/distrust relationship and its application in life cycle …

M Zhou, YQ Zheng, YW Chen, BY Cheng… - Information …, 2023 - Elsevier
Large-scale group decision making (LSGDM) is very common in real world, and especially
how to reach a relatively consensus status in a social network is a hot topic. In this paper, we …

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 …

Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies

H Hassani, R Razavi-Far, M Saif, F Chiclana, O Krejcar… - Information …, 2022 - Elsevier
Consensus reaching is an iterative and dynamic process that supports group decision-
making models by guiding decision-makers towards modifying their opinions through a …

Minimum cost consensus modeling under dynamic feedback regulation mechanism considering consensus principle and tolerance level

W Guo, Z Gong, WG Zhang, Y Xu - European Journal of Operational …, 2023 - Elsevier
Since the hard consensus is difficult and costly to achieve in group decision making (GDM),
it is reasonable and necessary for decision makers (DMs) to reach a soft consensus within a …

Picture fuzzy large-scale group decision-making in a trust-relationship-based social network environment

JJ Peng, XG Chen, C Tian, ZQ Zhang, HY Song… - Information …, 2022 - Elsevier
Traditional large-scale group decision-making (LSGDM) methods assume that the decision-
makers (DMs) are independent, and the trust relationships among DMs in the social network …

Trust chain driven bidirectional feedback mechanism in social network group decision making and its application in Metaverse virtual community

T Gai, J Wu, M Cao, F Ji, Q Sun, M Zhou - Expert Systems with Applications, 2023 - Elsevier
This paper investigates how to conduct bidirectional feedback mechanism by establishing
trust chains in social network group decision making (SN-GDM), which is more applicable …

Large-scale group consensus hybrid strategies with three-dimensional clustering optimisation based on normal cloud models

W Liu, J Zhu, F Chiclana - Information Fusion, 2023 - Elsevier
Large-scale group decision-making (LSGDM) is characterised by a large number of experts
and a complex consensus reaching process. Clustering is used to divide the large group …

[HTML][HTML] Consensus reaching for social network group decision making with ELICIT information: A perspective from the complex network

Z Hua, X Jing, L Martínez - Information Sciences, 2023 - Elsevier
Consensus reaching is essential in group decision-making (GDM) since it can mitigate
conflicts between expert opinions and promotes the further implementation of decision …