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A dataset of publication records for Nobel laureates

A central question in the science of science concerns how to develop a quantitative understanding of the evolution and impact of individual careers. Over the course of history, a relatively small fraction of individuals have made disproportionate, profound, and lasting impacts on science and society...

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Detalles Bibliográficos
Autores principales: Li, Jichao, Yin, Yian, Fortunato, Santo, Wang, Dashun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472427/
https://www.ncbi.nlm.nih.gov/pubmed/31000709
http://dx.doi.org/10.1038/s41597-019-0033-6
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author Li, Jichao
Yin, Yian
Fortunato, Santo
Wang, Dashun
author_facet Li, Jichao
Yin, Yian
Fortunato, Santo
Wang, Dashun
author_sort Li, Jichao
collection PubMed
description A central question in the science of science concerns how to develop a quantitative understanding of the evolution and impact of individual careers. Over the course of history, a relatively small fraction of individuals have made disproportionate, profound, and lasting impacts on science and society. Despite a long-standing interest in the careers of scientific elites across diverse disciplines, it remains difficult to collect large-scale career histories that could serve as training sets for systematic empirical and theoretical studies. Here, by combining unstructured data collected from CVs, university websites, and Wikipedia, together with the publication and citation database from Microsoft Academic Graph (MAG), we reconstructed publication histories of nearly all Nobel prize winners from the past century, through both manual curation and algorithmic disambiguation procedures. Data validation shows that the collected dataset presents among the most comprehensive collection of publication records for Nobel laureates currently available. As our quantitative understanding of science deepens, this dataset is expected to have increasing value. It will not only allow us to quantitatively probe novel patterns of productivity, collaboration, and impact governing successful scientific careers, it may also help us unearth the fundamental principles underlying creativity and the genesis of scientific breakthroughs.
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spelling pubmed-64724272019-04-19 A dataset of publication records for Nobel laureates Li, Jichao Yin, Yian Fortunato, Santo Wang, Dashun Sci Data Data Descriptor A central question in the science of science concerns how to develop a quantitative understanding of the evolution and impact of individual careers. Over the course of history, a relatively small fraction of individuals have made disproportionate, profound, and lasting impacts on science and society. Despite a long-standing interest in the careers of scientific elites across diverse disciplines, it remains difficult to collect large-scale career histories that could serve as training sets for systematic empirical and theoretical studies. Here, by combining unstructured data collected from CVs, university websites, and Wikipedia, together with the publication and citation database from Microsoft Academic Graph (MAG), we reconstructed publication histories of nearly all Nobel prize winners from the past century, through both manual curation and algorithmic disambiguation procedures. Data validation shows that the collected dataset presents among the most comprehensive collection of publication records for Nobel laureates currently available. As our quantitative understanding of science deepens, this dataset is expected to have increasing value. It will not only allow us to quantitatively probe novel patterns of productivity, collaboration, and impact governing successful scientific careers, it may also help us unearth the fundamental principles underlying creativity and the genesis of scientific breakthroughs. Nature Publishing Group UK 2019-04-18 /pmc/articles/PMC6472427/ /pubmed/31000709 http://dx.doi.org/10.1038/s41597-019-0033-6 Text en © The Author(s) 2019 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files associated with this article.
spellingShingle Data Descriptor
Li, Jichao
Yin, Yian
Fortunato, Santo
Wang, Dashun
A dataset of publication records for Nobel laureates
title A dataset of publication records for Nobel laureates
title_full A dataset of publication records for Nobel laureates
title_fullStr A dataset of publication records for Nobel laureates
title_full_unstemmed A dataset of publication records for Nobel laureates
title_short A dataset of publication records for Nobel laureates
title_sort dataset of publication records for nobel laureates
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472427/
https://www.ncbi.nlm.nih.gov/pubmed/31000709
http://dx.doi.org/10.1038/s41597-019-0033-6
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