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Social Dynamics of Science

The birth and decline of disciplines are critical to science and society. How do scientific disciplines emerge? No quantitative model to date allows us to validate competing theories on the different roles of endogenous processes, such as social collaborations, and exogenous events, such as scientif...

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Detalles Bibliográficos
Autores principales: Sun, Xiaoling, Kaur, Jasleen, Milojević, Staša, Flammini, Alessandro, Menczer, Filippo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3545262/
https://www.ncbi.nlm.nih.gov/pubmed/23323212
http://dx.doi.org/10.1038/srep01069
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author Sun, Xiaoling
Kaur, Jasleen
Milojević, Staša
Flammini, Alessandro
Menczer, Filippo
author_facet Sun, Xiaoling
Kaur, Jasleen
Milojević, Staša
Flammini, Alessandro
Menczer, Filippo
author_sort Sun, Xiaoling
collection PubMed
description The birth and decline of disciplines are critical to science and society. How do scientific disciplines emerge? No quantitative model to date allows us to validate competing theories on the different roles of endogenous processes, such as social collaborations, and exogenous events, such as scientific discoveries. Here we propose an agent-based model in which the evolution of disciplines is guided mainly by social interactions among agents representing scientists. Disciplines emerge from splitting and merging of social communities in a collaboration network. We find that this social model can account for a number of stylized facts about the relationships between disciplines, scholars, and publications. These results provide strong quantitative support for the key role of social interactions in shaping the dynamics of science. While several “science of science” theories exist, this is the first account for the emergence of disciplines that is validated on the basis of empirical data.
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spelling pubmed-35452622013-01-15 Social Dynamics of Science Sun, Xiaoling Kaur, Jasleen Milojević, Staša Flammini, Alessandro Menczer, Filippo Sci Rep Article The birth and decline of disciplines are critical to science and society. How do scientific disciplines emerge? No quantitative model to date allows us to validate competing theories on the different roles of endogenous processes, such as social collaborations, and exogenous events, such as scientific discoveries. Here we propose an agent-based model in which the evolution of disciplines is guided mainly by social interactions among agents representing scientists. Disciplines emerge from splitting and merging of social communities in a collaboration network. We find that this social model can account for a number of stylized facts about the relationships between disciplines, scholars, and publications. These results provide strong quantitative support for the key role of social interactions in shaping the dynamics of science. While several “science of science” theories exist, this is the first account for the emergence of disciplines that is validated on the basis of empirical data. Nature Publishing Group 2013-01-15 /pmc/articles/PMC3545262/ /pubmed/23323212 http://dx.doi.org/10.1038/srep01069 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Article
Sun, Xiaoling
Kaur, Jasleen
Milojević, Staša
Flammini, Alessandro
Menczer, Filippo
Social Dynamics of Science
title Social Dynamics of Science
title_full Social Dynamics of Science
title_fullStr Social Dynamics of Science
title_full_unstemmed Social Dynamics of Science
title_short Social Dynamics of Science
title_sort social dynamics of science
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3545262/
https://www.ncbi.nlm.nih.gov/pubmed/23323212
http://dx.doi.org/10.1038/srep01069
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