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 …

Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization

Y Lu, Y Xu, E Herrera-Viedma, Y Han - Information Sciences, 2021 - Elsevier
Recently, large-scale group decision making (LSGDM) in social network comes into being.
In the practical consensus of LSGDM, the unit adjustment cost of experts is difficult to obtain …

An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making

C Shang, R Zhang, X Zhu, Y Liu - Information Sciences, 2023 - Elsevier
Many consensus models in social network group decision making (SNGDM) have been
reported to obtain a collective solution despite the initial opinions of decision makers (DMs) …

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 …

A social network analysis trust–consensus based approach to group decision-making problems with interval-valued fuzzy reciprocal preference relations

J Wu, F Chiclana - Knowledge-Based Systems, 2014 - Elsevier
A social network analysis (SNA) trust–consensus based group decision making model with
interval-valued fuzzy reciprocal preference relation (IFRPR) is investigated. The main …

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 …

Consensus reaching for social network group decision making by considering leadership and bounded confidence

Z Zhang, Y Gao, Z Li - Knowledge-Based Systems, 2020 - Elsevier
With the rapid development of information, communication and techniques, social network
group decision making problems which allow information exchange and communication …

Managing non-cooperative behaviors in consensus-based multiple attribute group decision making: An approach based on social network analysis

H Zhang, I Palomares, Y Dong, W Wang - Knowledge-Based Systems, 2018 - Elsevier
In consensus-based multiple attribute group decision making (MAGDM) problems, it is
frequent that some experts exhibit non-cooperative behaviors owing to the different areas to …

A trust induced recommendation mechanism for reaching consensus in group decision making

Y Liu, C Liang, F Chiclana, J Wu - Knowledge-Based Systems, 2017 - Elsevier
This article addresses the inconsistency problem in group decision making caused by
disparate opinions of multiple experts. To do so, a trust induced recommendation …

Opinion evolution and dynamic trust-driven consensus model in large-scale group decision-making under incomplete information

Y Shen, X Ma, Z Xu, E Herrera-Viedma, P Maresova… - Information …, 2024 - Elsevier
The shift to a new era of dealing with big data has driven continuous progress and
development in computer science, artificial intelligence and machine learning. This change …