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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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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. |
format | Online Article Text |
id | pubmed-3545262 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sunxiaoling socialdynamicsofscience AT kaurjasleen socialdynamicsofscience AT milojevicstasa socialdynamicsofscience AT flamminialessandro socialdynamicsofscience AT menczerfilippo socialdynamicsofscience |