Managing noncooperative behaviors in large-scale group decision-making: Integration of independent and supervised consensus-reaching models

Z Du, S Yu, X Xu - Information Sciences, 2020 - Elsevier
Large-scale group decision-making (LSGDM) has been widely studied to address
increasingly complex decision-making problems. The consensus-reaching process is …

Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors

X Liu, Y Xu, F Herrera - Information Fusion, 2019 - Elsevier
With the development of intelligent decision-making, one kind of decision modes involves a
large number of decision-makers (DMs), which is called large scale group decision making …

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 …

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 …

Managing Strategic Manipulation Behaviors Based on Historical Data of Preferences and Trust Relationships in Large-Scale Group Decision Making

K Xiong, Y Dong, Q Zha - IEEE Transactions on Fuzzy Systems, 2023 - ieeexplore.ieee.org
In the large-scale group decision-making (LSGDM) problems, some experts may adopt
strategic manipulation behaviors which can be reflected in trust and preference values …

Unit consensus cost-based approach for group decision-making with incomplete probabilistic linguistic preference relations

P Liu, R Dang, P Wang, X Wu - Information Sciences, 2023 - Elsevier
In group decision-making, the incomplete probabilistic linguistic preference relation
(InPLPR) has been widely studied because it can flexibly reflect the decision psychology of …

A two-stage method for improving the decision quality of consensus-driven three-way group decision-making

M Wang, D Liang, D Li - IEEE Transactions on Systems, Man …, 2022 - ieeexplore.ieee.org
In three-way group decision-making based on the minimum risk Bayesian decision theory,
the consensus of basic loss function evaluation becomes its main core issue. However, if we …

An adaptive two-stage consensus reaching process based on heterogeneous judgments and social relations for large-scale group decision making

M Zhou, YJ Zhou, XB Liu, J Wu, H Fujita… - Information …, 2023 - Elsevier
Large-scale group decision making is common in real-world scenarios, yet it involves two
critical issues:(1) clustering individuals into subgroups according to specific criterion, and (2) …

Consensus constructing in large-scale group decision making with multi-granular probabilistic 2-tuple fuzzy linguistic preference relations

Y Song, G Li - Ieee Access, 2019 - ieeexplore.ieee.org
As the number of participants involves in decisions getting complex and the heterogeneity
could be produced among decision makers, a large-scale group decision making (LGDM) …

A new social network driven consensus reaching process for multi-criteria group decision making with probabilistic linguistic information

WC Zou, SP Wan, JY Dong, L Martínez - Information Sciences, 2023 - Elsevier
Consensus reaching process (CRP) is very important for multi-criteria group decision
making (MCGDM). Recently, social network driven CRP methods have been deeply …