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 …

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 …

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 …

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 …

A consensus measure-based three-way clustering method for fuzzy large group decision making

L Guo, J Zhan, Z Xu, JCR Alcantud - Information Sciences, 2023 - Elsevier
In fuzzy large group decision making methods, an effective clustering method can greatly
reduce the complexity of decision making, and it is an important ingredient for reaching a …

Time-series based multi-criteria large-scale group decision making with intuitionistic fuzzy information and application to multi-period battery supplier selection

SP Wan, T Rao, JY Dong - Expert Systems with Applications, 2023 - Elsevier
Battery is the core component of new energy vehicles. The choice of proper battery supplier
is crucial for new energy vehicle companies since it directly affects the market share and …

A knowledge coverage-based trust propagation for recommendation mechanism in social network group decision making

Y Liu, C Liang, F Chiclana, J Wu - Applied Soft Computing, 2021 - Elsevier
Trust is a typical relationship in social network, which in group decision making problems
relates to the inner relationship among experts. To obtain a complete trust relationship of a …

A dynamic programming algorithm based clustering model and its application to interval type-2 fuzzy large-scale group decision-making problem

X Pan, Y Wang, S He, KS Chin - IEEE Transactions on Fuzzy …, 2020 - ieeexplore.ieee.org
This article focuses on employing the dynamic programming algorithm to solve the large-
scale group decision-making problems, where the preference information takes the form of …

Knowledge structure-based consensus-reaching method for large-scale multiattribute group decision-making

YW Du, Q Chen, YL Sun, CH Li - Knowledge-Based Systems, 2021 - Elsevier
Large-scale multiattribute group decision-making (LMGDM) requires a large number of
participants with different knowledge structures. This study proposed an LMGDM consensus …

Large-scale group hierarchical DEMATEL method with automatic consensus reaching

YW Du, XL Shen - Information Fusion, 2024 - Elsevier
Decision-making trial and evaluation laboratory (DEMATEL) is widely used because of its
ability to effectively analyze nonlinear relationships between factors in complex systems …