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A database linking Chinese patents to China’s census firms
To meet researchers’ increasing interest in the fast growing innovation activities taking place in China, we match patents filed with China’s State Intellectual Property Office to firms covered in China’s Census. China has experienced a strong growth in patent filings over the past two decades, and...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5956277/ https://www.ncbi.nlm.nih.gov/pubmed/29583142 http://dx.doi.org/10.1038/sdata.2018.42 |
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author | He, Zi-Lin Tong, Tony W. Zhang, Yuchen He, Wenlong |
author_facet | He, Zi-Lin Tong, Tony W. Zhang, Yuchen He, Wenlong |
author_sort | He, Zi-Lin |
collection | PubMed |
description | To meet researchers’ increasing interest in the fast growing innovation activities taking place in China, we match patents filed with China’s State Intellectual Property Office to firms covered in China’s Census. China has experienced a strong growth in patent filings over the past two decades, and has since 2011 become the world’s top patent filing country. China’s Census database covers about one million unique manufacturing firms from 1998–2009, representing the broad Chinese economy. We design data parsing and pre-processing routines to clean and stem firm and assignee names, create a matching algorithm that fits with our data and maintains a balance between matching accuracy and workload of manual check, and implement a systematic manual check process to filter out false positives generated from computerized matching. Our project generates 1,113,588 matches for the Census firms, among which 849,647 patents are uniquely matched. By creating the patent-firm linked dataset, we hope to reduce duplicative effort and encourage more research to better understand China’s fast changing innovation landscape. |
format | Online Article Text |
id | pubmed-5956277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-59562772018-05-30 A database linking Chinese patents to China’s census firms He, Zi-Lin Tong, Tony W. Zhang, Yuchen He, Wenlong Sci Data Data Descriptor To meet researchers’ increasing interest in the fast growing innovation activities taking place in China, we match patents filed with China’s State Intellectual Property Office to firms covered in China’s Census. China has experienced a strong growth in patent filings over the past two decades, and has since 2011 become the world’s top patent filing country. China’s Census database covers about one million unique manufacturing firms from 1998–2009, representing the broad Chinese economy. We design data parsing and pre-processing routines to clean and stem firm and assignee names, create a matching algorithm that fits with our data and maintains a balance between matching accuracy and workload of manual check, and implement a systematic manual check process to filter out false positives generated from computerized matching. Our project generates 1,113,588 matches for the Census firms, among which 849,647 patents are uniquely matched. By creating the patent-firm linked dataset, we hope to reduce duplicative effort and encourage more research to better understand China’s fast changing innovation landscape. Nature Publishing Group 2018-03-27 /pmc/articles/PMC5956277/ /pubmed/29583142 http://dx.doi.org/10.1038/sdata.2018.42 Text en Copyright © 2018, The Author(s) http://creativecommons.org/licenses/by/4.0/ 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 made available in this article. |
spellingShingle | Data Descriptor He, Zi-Lin Tong, Tony W. Zhang, Yuchen He, Wenlong A database linking Chinese patents to China’s census firms |
title | A database linking Chinese patents to China’s census firms |
title_full | A database linking Chinese patents to China’s census firms |
title_fullStr | A database linking Chinese patents to China’s census firms |
title_full_unstemmed | A database linking Chinese patents to China’s census firms |
title_short | A database linking Chinese patents to China’s census firms |
title_sort | database linking chinese patents to china’s census firms |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5956277/ https://www.ncbi.nlm.nih.gov/pubmed/29583142 http://dx.doi.org/10.1038/sdata.2018.42 |
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