Social network analysis-based consensus-supporting framework for large-scale group decision-making with incomplete interval type-2 fuzzy information

Z Tian, R Nie, J Wang - Information Sciences, 2019 - Elsevier
Experts are assumed to be mutually independent and incomplete decision matrices are
used, in traditional large-scale group decision-making (LSGDM). Social network analysis …

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 …

Two-fold personalized feedback mechanism for social network consensus by uninorm interval trust propagation

J Wu, S Wang, F Chiclana… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A two-fold personalized feedback mechanism is established for consensus reaching in
social network group decision-making (SN-GDM). It consists of two stages: 1) generating the …

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 …

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 …

Consensus reaching mechanism with parallel dynamic feedback strategy for large-scale group decision making under social network analysis

YJ Zhou, M Zhou, XB Liu, BY Cheng… - Computers & Industrial …, 2022 - Elsevier
With the scale of group decision making increasing, it is a crucial issue to get the utmost of
collective intelligence for seeking the optimal solution. In this study, we propose an …

[HTML][HTML] A consensus model for intuitionistic fuzzy group decision-making problems based on the construction and propagation of trust/distrust relationships in social …

F Pei, YW He, A Yan, M Zhou, YW Chen… - International Journal of …, 2020 - Springer
The preference values in group decision-making (GDM) process can differ significantly
between different experts, which may yield a low level of group consensus. Therefore …

Dynamic consensus of large group emergency decision-making under dual-trust relationship-based social network

Z Liu, W Wang, P Liu - Information Sciences, 2022 - Elsevier
Trust relationship is an effective basis for reducing the dimensionality of decision makers
(DMs) for group decision making (GDM) problems in the context of social networks, and …

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 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 …