[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 …

Expertise-structure and risk-appetite-integrated two-tiered collective opinion generation framework for large-scale group decision making

ZS Chen, X Zhang, RM Rodríguez… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
The generation of collective preference assessments occupies a critical position in deriving
accurate and reliable alternative rankings in the context of large-scale group decision …

Large-scale group decision making model based on social network analysis: Trust relationship-based conflict detection and elimination

B Liu, Q Zhou, RX Ding, I Palomares… - European Journal of …, 2019 - Elsevier
The paper proposes a Trust Relationship-based Conflict Detection and Elimination decision
making (TR-CDE) model, applicable for Large-scale Group Decision Making (LSGDM) …

Decades on emergency decision-making: A bibliometric analysis and literature review

LX Hou, LX Mao, HC Liu, L Zhang - Complex & Intelligent Systems, 2021 - Springer
When an emergency occurs, effective decisions should be made in a limited time to reduce
the casualties and economic losses as much as possible. In the past decades, emergency …

A consensus model for large-scale group decision making with hesitant fuzzy information and changeable clusters

Z Wu, J Xu - Information Fusion, 2018 - Elsevier
In the large-scale group decision making (LGDM) consensus process, it is usually assumed
that the obtained clusters do not change. However, as the individual preferences change as …

A non-threshold consensus model based on the minimum cost and maximum consensus-increasing for multi-attribute large group decision-making

X Zhong, X Xu, B Pan - Information Fusion, 2022 - Elsevier
This study proposes a non-threshold consensus model that combines the minimum cost and
maximum consensus-increasing for multi-attribute large group decision-making (MALGDM) …

Adaptive consensus reaching process with hybrid strategies for large-scale group decision making

M Tang, H Liao, J Xu, D Streimikiene… - European Journal of …, 2020 - Elsevier
Large-scale group decision making, which involves dozens to hundreds of experts, is
attracting increasing attention and has become an important topic in the field of decision …

A two-stage consensus method for large-scale multi-attribute group decision making with an application to earthquake shelter selection

Y Xu, X Wen, W Zhang - Computers & Industrial Engineering, 2018 - Elsevier
In multi-attribute group decision making, it is preferable that a set of experts reach a high
degree of consensus amongst their opinions, especially for large-scale group decision …

Consensus-based linguistic distribution large-scale group decision making using statistical inference and regret theory

F Jin, J Liu, L Zhou, L Martínez - Group Decision and Negotiation, 2021 - Springer
Large-scale group decision-making (LSGDM) deals with complex decision-making
problems which involve a large number of decision makers (DMs). Such a complex scenario …

Consensus convergence in large-group social network environment: Coordination between trust relationship and opinion similarity

Z Du, S Yu, H Luo, X Lin - Knowledge-Based Systems, 2021 - Elsevier
Group decision-making (GDM) in large-group social network environment (LGSNE) has
attracted considerable attention in the field of decision science. Social relationships exist …