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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 …
wide variety of the existing micro-influence assumptions and models. The model can be …
Preference amplification in recommender systems
Recommender systems have become increasingly accurate in suggesting content to users,
resulting in users primarily consuming content through recommendations. This can cause …
resulting in users primarily consuming content through recommendations. This can cause …
Causal collaborative filtering
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 …
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 …
effect of fake news and stop** opinion polarization. The current situation in the field of …
The impact of sampling bias on viral phylogeographic reconstruction
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 …
to the spread of infectious pathogens. Phylogeography, the reconstruction of the historical …
[HTML][HTML] Statistical physics of opinion formation: Is it a SPOOF?
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 …
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
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 …
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 …
results in high group polarization behaviors, which attracts many attentions. In order to …
Dynamic causal collaborative filtering
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 …
a Directed Acyclic Graph (DAG). However, recommender systems usually involve feedback …
[HTML][HTML] How social rewiring preferences bridge polarized communities
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 …
Such polarization not only implies that groups cannot reach a consensus on fundamental …