Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant–Weisbush model

B Jiang, Y Zhao, J Dong, J Hu - Information Fusion, 2024 - Elsevier
The evolution of the opinion of an agent is often uncertain in social networks, especially
when they have to communicate with agents holding opposing opinions on a certain topic. In …

Leader-follower opinion dynamics of signed social networks with asynchronous trust/distrust level evolution

L Shi, Y Cheng, J Shao, X Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Trust and distrust are common in the opinion interactions among agents in signed social
networks. To explain the gradual evolution of the trust/distrust level between agents due to …

Mixed opinion dynamics based on DeGroot model and Hegselmann–Krause model in social networks

Z Wu, Q Zhou, Y Dong, J Xu, AH Altalhi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Most existing opinion formation processes apply one opinion dynamics model. However,
this article combines opinion formation and complex networks to innovatively develop two …

Opinion polarization over signed social networks with quasi structural balance

L Shi, W Li, M Shi, K Shi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In social networks with mixed trust and distrust relationships, polarization is a common class
of opinion evolutionary phenomena. Existing studies have generally believed that structural …

Fuzzy inference based Hegselmann–Krause opinion dynamics for group decision-making under ambiguity

Y Zhao, M Xu, Y Dong, Y Peng - Information Processing & Management, 2021 - Elsevier
This paper considers a group decision-making mechanism for a group of social agents with
ambiguous interactions. First, a fuzzy inference approach is introduced to describe bounded …

Opinion dynamics in social networks with stubborn agents: An issue-based perspective

Y Tian, L Wang - Automatica, 2018 - Elsevier
Classic models on opinion dynamics usually focus on a group of agents forming their
opinions interactively over a single issue. Yet generally agreement cannot be achieved over …

A two-step communication opinion dynamics model with self-persistence and influence index for social networks based on the DeGroot model

Q Zhou, Z Wu, AH Altalhi, F Herrera - Information Sciences, 2020 - Elsevier
Existing opinion dynamics models often fail to consider the relationship between one agent
and people two degrees of separation from the agent. In addition, no accurate weight …

Optimizing consensus reaching in the hybrid opinion dynamics in a social network•

Y Liu, H Liang, L Gao, Z Guo - Information Fusion, 2021 - Elsevier
Hybrid opinion dynamics which involves two types of individuals (ie, leaders and followers)
communicate in real time and share opinions and knowledge have been widely used in …

Dynamics of uncertain and conflicting opinions in social networks

JH Cho - IEEE transactions on computational social systems, 2018 - ieeexplore.ieee.org
In this paper, we study the evolution of opinions where people are not sure of their own
opinions and/or their opinions may be conflicting to others' in social networks. We model two …

Managing consensus in balanced networks based on opinion and trust/distrust evolutions

Q Zha, X He, M Zhan, N Lang - Information Sciences, 2023 - Elsevier
Trust and distrust relationships are both common in social interactions of group decision
making (GDM). Traditionally, trust/distrust levels are fixed in the opinion evolution process …