A general framework to link theory and empirics in opinion formation models

IV Kozitsin - Scientific reports, 2022 - nature.com
We introduce a minimal opinion formation model that is quite flexible and can reproduce a
wide variety of the existing micro-influence assumptions and models. The model can be …

Preference amplification in recommender systems

D Kalimeris, S Bhagat, S Kalyanaraman… - Proceedings of the 27th …, 2021 - dl.acm.org
Recommender systems have become increasingly accurate in suggesting content to users,
resulting in users primarily consuming content through recommendations. This can cause …

Causal collaborative filtering

S Xu, Y Ge, Y Li, Z Fu, X Chen, Y Zhang - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
Many of the traditional recommendation algorithms are designed based on the fundamental
idea of mining or learning correlative patterns from data to estimate the user-item correlative …

Optimal control in opinion dynamics models: diversity of influence mechanisms and complex influence hierarchies

IV Kozitsin - Chaos, Solitons & Fractals, 2024 - Elsevier
Understanding how individuals change their opinions is essential to mitigating the harmful
effect of fake news and stop** opinion polarization. The current situation in the field of …

The impact of sampling bias on viral phylogeographic reconstruction

P Liu, Y Song, C Colijn… - PLoS Global Public Health, 2022 - journals.plos.org
Genomic epidemiology plays an ever-increasing role in our understanding of and response
to the spread of infectious pathogens. Phylogeography, the reconstruction of the historical …

[HTML][HTML] Statistical physics of opinion formation: Is it a SPOOF?

A Jędrzejewski, K Sznajd-Weron - Comptes Rendus Physique, 2019 - Elsevier
We present a short review based on the nonlinear q-voter model about problems and
methods raised within statistical physics of opinion formation (SPOOF). We describe …

Mass media and its impact on opinion dynamics of the nonlinear q-voter model

R Muslim, RA Nqz, MA Khalif - Physica A: Statistical Mechanics and its …, 2024 - Elsevier
With the success of general conceptual frameworks of statistical physics, many scholars
have tried to apply these concepts to other interdisciplinary fields, such as socio-politics …

Modeling public opinion polarization in group behavior by integrating SIRS‐based information diffusion process

T Chen, J Shi, J Yang, G Cong, G Li - Complexity, 2020 - Wiley Online Library
Currently, China is in the period of social transformation. Such transformation continuously
results in high group polarization behaviors, which attracts many attentions. In order to …

Dynamic causal collaborative filtering

S Xu, J Tan, Z Fu, J Ji, S Heinecke… - Proceedings of the 31st …, 2022 - dl.acm.org
Causal graph, as an effective and powerful tool for causal modeling, is usually assumed as
a Directed Acyclic Graph (DAG). However, recommender systems usually involve feedback …

[HTML][HTML] How social rewiring preferences bridge polarized communities

HM Borges, VV Vasconcelos, FL Pinheiro - Chaos, Solitons & Fractals, 2024 - Elsevier
Recently, social debates have been marked by increased polarization of social groups.
Such polarization not only implies that groups cannot reach a consensus on fundamental …