[HTML][HTML] A review on trust propagation and opinion dynamics in social networks and group decision making frameworks

R Urena, G Kou, Y Dong, F Chiclana… - Information …, 2019 - Elsevier
… approaches that use trust in group decision making scenarios is presented from three different
perspectives: (i) trust propagation; (ii) trust based opinion fusion; and (iii) trust modelling. …

A visual interaction consensus model for social network group decision making with trust propagation

J Wu, F Chiclana, H Fujita, E Herrera-Viedma - Knowledge-Based Systems, 2017 - Elsevier
… be that the trust value decreases and the distrust value increases as a result of a propagation
process. To achieve this aim, we propose a dual trust propagation operator by combining …

Uninorm trust propagation and aggregation methods for group decision making in social network with four tuple information

J Wu, R Xiong, F Chiclana - Knowledge-Based Systems, 2016 - Elsevier
… A novel social network based group decision making (SN-GDM) model with experts’ …
information: trust; distrust; hesitancy; and inconsistency, is introduced. The concepts of trust score (…

A trust propagation and collaborative filtering based method for incomplete information in social network group decision making with type-2 linguistic trust

J Wu, J Chang, Q Cao, C Liang - Computers & Industrial Engineering, 2019 - Elsevier
… information in group decision making, we introduce the definition of relative trust degree (RTD)
in Definition 16 for the evaluation model based on social network trust and cosine …

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
… The novelty of this trust propagation operator resides in its … paths trust propagation model
for constructing complete trust … all trust paths to collect all trust information and penalise trust

… reaching process based on social network analysis in uncertain linguistic group decision making: Exploring limited trust propagation and preference modification …

X Tan, J Zhu, I Palomares, X Liu - Information Fusion, 2022 - Elsevier
… To do so, by analyzing characteristics of the social network representing a decision group,
we introduce the concepts of propagation efficiency induced by limited trust propagation, as …

Opinion dynamics and minimum adjustment-driven consensus model for multi-criteria large-scale group decision making under a novel social trust propagation …

P Liu, Y Li, P Wang - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
trust propagation methods rarely consider the relative importance of TDs, a new trust
propagation … of TD using its reference value for the trust initiator in calculating the unknown TD, …

A robust ordinal regression feedback consensus model with dynamic trust propagation in social network group decision-making

J Sun, Z Gong, D Zhang, Y Xu, G Wei - Information Fusion, 2023 - Elsevier
… model based on trust relationships for social network group decision-making problems in …
a dynamic trust propagation mode is constructed to determine the optimal trust propagation

A consensus model for intuitionistic fuzzy group decision-making problems based on the construction and propagation of trust/distrust relationships in social networks

F Pei, YW He, A Yan, M Zhou, YW Chen… - International Journal of …, 2020 - Springer
… in group decision-making (GDM) process can differ significantly between different experts,
which may yield a low level of group … allows the group to better explore the decision space, …

Decayed Trust Propagation Method in Multiple Overlapping Communities for Improving Consensus Under Social Network Group Decision Making

F Ji, J Wu, F Chiclana, Q Sun, C Liang… - … on Fuzzy Systems, 2024 - ieeexplore.ieee.org
… models’ accuracy and realism are enhanced with the concept of trust decay… trust propagation.
Thus, a first objective of this paper is to develop a trust propagation operator based on trust