Large-scale group decision making: a systematic review and a critical analysis

D García-Zamora, Á Labella, W Ding… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
The society in the digital transformation era demands new decision schemes such as e-
democracy or based on social media. Such novel decision schemes require the participation …

[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 …

[HTML][HTML] Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects

G Kou, S Yüksel, H Dinçer - Applied Energy, 2022 - Elsevier
The transportation sector is also of great importance in terms of carbon emission problem.
Significant amount of carbon dioxide is emitted into the atmosphere due to the use of fossil …

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 …

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 …

Online-review analysis based large-scale group decision-making for determining passenger demands and evaluating passenger satisfaction: Case study of high …

ZS Chen, XL Liu, KS Chin, W Pedrycz, KL Tsui… - Information …, 2021 - Elsevier
High-speed rail (HSR) has become an essential mode of public transportation in China and
is likely to remain so for the foreseeable future. To promote the development of the HSR …

An online reviews-driven large-scale group decision making approach for evaluating user satisfaction of sharing accommodation

F Ji, Q Cao, H Li, H Fujita, C Liang, J Wu - Expert Systems with Applications, 2023 - Elsevier
To promote the development of the peer-to-peer (P2P) accommodation in sharing economy,
it is important to understand and ensure the determinants of high-level user satisfaction …

[HTML][HTML] Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: an application in financial inclusion

X Chao, G Kou, Y Peng, EH Viedma - European Journal of Operational …, 2021 - Elsevier
Non-cooperative behavior is a common situation in large-scale group decision-making
(LSGDM) problems. In addition, decision makers in LSGDM often use different preference …

Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an Artificial Intelligence and applications perspective

RX Ding, I Palomares, X Wang, GR Yang, B Liu… - Information fusion, 2020 - Elsevier
The last decade witnessed tremendous developments in social media and e-democracy
technologies. A fundamental aspect in these paradigms is that the number of decision …

Social network clustering and consensus-based distrust behaviors management for large-scale group decision-making with incomplete hesitant fuzzy preference …

Y Lu, Y Xu, J Huang, J Wei, E Herrera-Viedma - Applied Soft Computing, 2022 - Elsevier
With the development of social network platforms, large-scale group decision-making in
social network (LSGDM-SN) has been formed. As decision makers (DMs) come from …