Group decision-making method with trust-based weight and reliability parameters

SS Wang, YW Du - Information Sciences, 2024 - Elsevier
Recent studies on group decision-making (GDM) have highlighted the significance of the
reliability parameter, which is considered to be the second critical parameter, after weight, of …

A reputation-based trust evaluation model in group decision-making framework

X You, F Hou, F Chiclana - Information Fusion, 2024 - Elsevier
In group decision-making (GDM) problems, experts need to communicate and adjust their
opinions in order to achieve consensus on the final decision-making output. Since experts …

A trust-enhanced consensus reaching model based on interaction among decision-makers with incomplete preferences

X Jian, M Cai, Y Wang, Y Gao - Kybernetes, 2023 - emerald.com
Purpose The development of social networks enhances the interaction between people,
which brings new challenges to the research of group decision-making (GDM). This study …

Consensus reaching process for group decision-making based on trust network and ordinal consensus measure

X Zhou, S Li, C Wei - Information Fusion, 2024 - Elsevier
Due to the urgent nature of emergency decision making, it is necessary to reach the
consensus requirement quickly. Ordinal consensus measure explores the relation between …

A utility-based three-way group decision consensus model with overlapping subgroups

Y Xu, Y Ju, Z Gong, J Sun, P Dong, C Porcel… - Information …, 2024 - Elsevier
This paper introduces a relative utility function-based consensus method for three-way
group decision (TWGD) in a social network scenario where overlapping subgroups and non …

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 …

A new method research for knowledge-match and trust-based large-scale group decision making with incomplete information context

HM Xiao, SW Wu, L Wang - Journal of Intelligent & Fuzzy …, 2022 - content.iospress.com
In the process of large-scale group decision making (LSGDM), probabilistic linguistic term
set (PLTS) is an useful tool to represent the preferences of expert. There is a common case …

Large Group Decision-Making Method Based on Social Network Analysis: Integrating Evaluation Information and Trust Relationships

X Zhong, X Xu, M Goh, B Pan - Cognitive Computation, 2024 - Springer
In the context of large group decision-making (LGDM), the opinions of individuals can
influence each other due to their trust relationships. So, trust relationships should be …

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 …

Group consensus reaching based on a combination of expert weight and expert reliability

M Xue, C Fu, SL Yang - Applied Mathematics and Computation, 2020 - Elsevier
Multi-criteria group decision making (MCGDM) as a key module in a group decision support
system has attracted much attention. Different experts in MCGDM may hold different …