Large-scale group decision making: a systematic review and a critical analysis

D García-Zamora, Á Labella, W Ding… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
The society in the digital transformation era demands new decision schemes such as e-
democracy or based on social media. Such novel decision schemes require the participation …

[HTML][HTML] Consensus reaching process in large-scale group decision making based on bounded confidence and social network

Y Li, G Kou, G Li, Y Peng - European Journal of Operational Research, 2022 - Elsevier
Consensus reaching process (CRP) is a dynamic and interactive method used to reach a
group decision. Now that social networks and mobile internet are prominent features in daily …

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 …

An online reviews-driven large-scale group decision making approach for evaluating user satisfaction of sharing accommodation

F Ji, Q Cao, H Li, H Fujita, C Liang, J Wu - Expert Systems with Applications, 2023 - Elsevier
To promote the development of the peer-to-peer (P2P) accommodation in sharing economy,
it is important to understand and ensure the determinants of high-level user satisfaction …

The overlapping community-driven feedback mechanism to support consensus in social network group decision making

F Ji, J Wu, F Chiclana, S Wang, H Fujita… - … on fuzzy systems, 2023 - ieeexplore.ieee.org
Social network group decision making (SN-GDM) provides valuable support for obtaining
agreed decision results by effectively utilizing the connected social trust relationships among …

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 …

Weight penalty mechanism for noncooperative behavior in large-scale group decision making with unbalanced linguistic term sets

Q Sun, F Chiclana, J Wu, Y Liu, C Liang… - … on fuzzy systems, 2023 - ieeexplore.ieee.org
This article proposes a novel framework to manage subgroups' noncooperative behavior by
weight penalty in large-scale group decision making. To do that, a trust-consensus index …

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 …

Democratic consensus reaching process for multi-person multi-criteria large scale decision making considering participants' individual attributes and concerns

X Liu, Y Xu, Z Gong, F Herrera - Information Fusion, 2022 - Elsevier
Consensus reaching is a key issue in group decision-making, because conflicts of interest
among groups are common. Democratic consensus refers to achieve a soft consensus …

A joint feedback strategy for consensus in large-scale group decision making under social network

T Gai, M Cao, Q Cao, J Wu, G Yu, M Zhou - Computers & Industrial …, 2020 - Elsevier
Nowadays, large-scale group decision making (LSGDM) has become a hot topic and
brought new challenges for the decision makers. This article proposes a framework of joint …