[HTML][HTML] From conventional group decision making to large-scale group decision making: What are the challenges and how to meet them in big data era? A state-of …

M Tang, H Liao - Omega, 2021 - Elsevier
Abstract The arrival of Big Data era has brought large, complex, and growing data generated
from numerous sources. Due to the power in felicitous decision making based on diverse …

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 …

Two-stage feedback mechanism with different power structures for consensus in large-scale group decision making

S Wang, J Wu, F Chiclana, Q Sun… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
This article investigates a two-stage consensus feedback mechanism that considers different
power structures in large-scale group decision-making (LSGDM) environments. A Louvain …

Reaching a minimum adjustment consensus in social network group decision-making

D Cheng, F Cheng, Z Zhou, Y Wu - Information Fusion, 2020 - Elsevier
In this paper, we propose a minimum adjustment consensus framework for the social
network group decision-making (SN-GDM) with incomplete linguistic preference relations …

Managing manipulative and non-cooperative behaviors in large scale group decision making based on a WeChat-like interaction network

S Li, RM Rodríguez, C Wei - Information Fusion, 2021 - Elsevier
The main challenges in large scale group decision making (LSGDM) problem are how to
tackle with the great number of participants and how to achieve a common solution accepted …

An extended pythagorean fuzzy approach to group decision-making with incomplete preferences for analyzing balanced scorecard-based renewable energy …

Y Xie, Y Zhou, Y Peng, H Dinçer, S Yüksel… - Ieee …, 2021 - ieeexplore.ieee.org
The aim of this study is to generate appropriate strategies to improve renewable energy
investments. Within this framework, a novel model has also been proposed which includes …

Large-scale three-way group consensus decision considering individual competition behavior in social networks

D Liang, W Duan - Information Sciences, 2023 - Elsevier
In social networks, decision makers of group decision-making (GDM) can have interactive
behaviors with different individual relationships. With large-scale group participation …

A decentralized feedback mechanism with compromise behavior for large-scale group consensus reaching process with application in smart logistics supplier …

T Gai, M Cao, F Chiclana, J Wu, C Liang… - Expert Systems with …, 2022 - Elsevier
This paper proposes a decentralized feedback mechanism to help large-scale decision
makers (DMs) reach consensus considering the limited compromise behavior of subgroups …

Consensus reaching process with noncooperative behaviors in large-scale group social network environment

X You, F Hou, F Chiclana - Applied Soft Computing, 2023 - Elsevier
Large-scale group decision-making (LSGDM) problems have drawn general attention from
scholars. The distribution linguistic preference relation (DLPR) is a flexible and practical tool …

Large-scale group classification decision making method and its application with trust–interest dual factors in social network

X Sun, J Zhu - Applied Soft Computing, 2023 - Elsevier
The wide application of computer technology promotes the development of large-scale
group decision making. However, with the increase of the number of people involved in …