Opinion formation analysis for Expressed and Private Opinions (EPOs) models: Reasoning private opinions from behaviors in group decision-making systems

J Dong, J Hu, Y Zhao, Y Peng - Expert Systems with Applications, 2024 - Elsevier
In group decision-making, the expressed opinion of a social individual may be inconsistent
with or even opposite to his/her own private opinion or inner thought. Expressed and private …

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 …

Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies

H Hassani, R Razavi-Far, M Saif, F Chiclana, O Krejcar… - Information …, 2022 - Elsevier
Consensus reaching is an iterative and dynamic process that supports group decision-
making models by guiding decision-makers towards modifying their opinions through a …

An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making

C Shang, R Zhang, X Zhu, Y Liu - Information Sciences, 2023 - Elsevier
Many consensus models in social network group decision making (SNGDM) have been
reported to obtain a collective solution despite the initial opinions of decision makers (DMs) …

AsU-OSum: aspect-augmented unsupervised opinion summarization

M Zhang, G Zhou, N Huang, P He, W Yu… - Information Processing & …, 2023 - Elsevier
Opinion summarization can facilitate user's decision-making by mining the salient review
information. However, due to the lack of sufficient annotated data, most of the early works …

Opinion dynamics with higher-order bounded confidence

C Wang - Entropy, 2022 - mdpi.com
The higher-order interactions in complex systems are gaining attention. Extending the
classic bounded confidence model where an agent's opinion update is the average opinion …

Opinion evolution model for online reviews from the perspective of value co-creation

G Jiang, T Luo, X Liu - Information Fusion, 2022 - Elsevier
Opinions from online reviews reflect consumers' value perception toward products and
services. However, the evolution mechanism of online opinions in the process of value co …

Opinion and Action Interactive Evolution Based on Social Network Leadership and Opinion Estimation of Action

M Zhan, X Su, Q Zha, X Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Opinion and action have important roles in human society, but few studies have considered
the interactive evolution of opinion and action. Inspired by the social network DeGroot …

Mathematical measures of societal polarisation

JA Adams, G White, RP Araujo - Plos one, 2022 - journals.plos.org
In opinion dynamics, as in general usage, polarisation is subjective. To understand
polarisation, we need to develop more precise methods to measure the agreement in …

Opinion mining using enriched joint sentiment-topic model

A Osmani, JB Mohasefi - International Journal of Information …, 2023 - World Scientific
Sentiment analysis has the potential to significantly impact several fields, such as trade,
politics, and opinion extraction. Topic modeling is an intriguing concept used in emotion …