K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law

It is important to reveal the mechanisms of propagation in different cognitive networks. In this study, we discuss the k-clique percolation phenomenon as related to the free association networks including the English Small World of Words project (SWOW-EN). We compared different semantic networks and...

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Autores principales: Valba, Olga, Gorsky, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975849/
https://www.ncbi.nlm.nih.gov/pubmed/35365717
http://dx.doi.org/10.1038/s41598-022-09499-w
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author Valba, Olga
Gorsky, Alexander
author_facet Valba, Olga
Gorsky, Alexander
author_sort Valba, Olga
collection PubMed
description It is important to reveal the mechanisms of propagation in different cognitive networks. In this study, we discuss the k-clique percolation phenomenon as related to the free association networks including the English Small World of Words project (SWOW-EN). We compared different semantic networks and networks of free associations for various languages. Surprisingly, k-clique percolation for all [Formula: see text] 6–7 is possible on free association networks of different languages. Our analysis suggests new universality patterns for a community organization of free association networks. We conjecture that our result can provide a qualitative explanation of Miller’s [Formula: see text] rule for the capacity limit of working memory. A new model of network evolution extending the preferential attachment is suggested, providing the observed value of [Formula: see text] .
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spelling pubmed-89758492022-04-05 K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law Valba, Olga Gorsky, Alexander Sci Rep Article It is important to reveal the mechanisms of propagation in different cognitive networks. In this study, we discuss the k-clique percolation phenomenon as related to the free association networks including the English Small World of Words project (SWOW-EN). We compared different semantic networks and networks of free associations for various languages. Surprisingly, k-clique percolation for all [Formula: see text] 6–7 is possible on free association networks of different languages. Our analysis suggests new universality patterns for a community organization of free association networks. We conjecture that our result can provide a qualitative explanation of Miller’s [Formula: see text] rule for the capacity limit of working memory. A new model of network evolution extending the preferential attachment is suggested, providing the observed value of [Formula: see text] . Nature Publishing Group UK 2022-04-01 /pmc/articles/PMC8975849/ /pubmed/35365717 http://dx.doi.org/10.1038/s41598-022-09499-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Valba, Olga
Gorsky, Alexander
K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title_full K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title_fullStr K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title_full_unstemmed K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title_short K-clique percolation in free association networks and the possible mechanism behind the [Formula: see text] law
title_sort k-clique percolation in free association networks and the possible mechanism behind the [formula: see text] law
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975849/
https://www.ncbi.nlm.nih.gov/pubmed/35365717
http://dx.doi.org/10.1038/s41598-022-09499-w
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