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) …

Picture fuzzy large-scale group decision-making in a trust-relationship-based social network environment

JJ Peng, XG Chen, C Tian, ZQ Zhang, HY Song… - Information …, 2022 - Elsevier
Traditional large-scale group decision-making (LSGDM) methods assume that the decision-
makers (DMs) are independent, and the trust relationships among DMs in the social network …

Consensus model driven by interpretable rules in large-scale group decision making with optimal allocation of information granularity

B Zhang, Y Dong, W Pedrycz - IEEE Transactions on Systems …, 2022 - ieeexplore.ieee.org
In group decision making (GDM), consensus level is regarded as a critical criterion to
measure the effectiveness and availability of the final group decision solution. Consensus …

Multi-attribute group decision making with opinion dynamics based on social trust network

Y Li, G Kou, G Li, H Wang - Information Fusion, 2021 - Elsevier
Social trust network (STN) has facilitated information exchange between experts during
interactions. Some feedback mechanisms have been used to provide advices for opinion …

A minimum adjustment consensus framework with compromise limits for social network group decision making under incomplete information

Y Yuan, D Cheng, Z Zhou - Information Sciences, 2021 - Elsevier
In consensus-based social network group decision making (SN-GDM) problems, experts
tend to refuse modifications if they exceed the limit of their maximum compromise, which …

A consensus model for large-scale multi-attribute group decision making with collaboration-reference network under uncertain linguistic environment

M Zhao, M Gao, Z Li - Journal of Intelligent & Fuzzy Systems, 2019 - content.iospress.com
Social network (SN) provides a new perspective for large-scale multi-attribute group
decision making (LMAGDM), and the scale and complexity of group compositions have …

A sentiment analysis-based expert weight determination method for large-scale group decision-making driven by social media data

Q Wan, X Xu, J Zhuang, B Pan - Expert Systems with Applications, 2021 - Elsevier
In the big data era, it is practical and generalizable to use social media data for decision-
making. Thus, determining how to effectively use this kind of data to support large-scale …

A minimum adjustment cost feedback mechanism based consensus model for group decision making under social network with distributed linguistic trust

J Wu, L Dai, F Chiclana, H Fujita, E Herrera-Viedma - Information Fusion, 2018 - Elsevier
A theoretical feedback mechanism framework to model consensus in social network group
decision making (SN-GDM) is proposed with following two main components:(1) the …

An improved consensus-based group decision making model with heterogeneous information

F Zhang, J Ignatius, Y Zhao, CP Lim, M Ghasemi… - Applied Soft …, 2015 - Elsevier
In group decision making (GDM) problems, it is natural for decision makers (DMs) to provide
different preferences and evaluations owing to varying domain knowledge and cultural …

Social network-driven bi-level minimum cost consensus model for large-scale group decision-making: A perspective of structural holes

J Qin, D Wang, Y Liang - Information Sciences, 2023 - Elsevier
Large-scale group decision-making (LSGDM) in a social network environment requires the
collaborative consideration of large-scale decision-makers, social network structure, and …