Exploring the innovation landscape of bamboo fiber technologies from global patent data perspective
With the global popularity of the concept of green and sustainable development, bamboo fiber technology has made great advances and found its way into several important materials applications. This study attempts to analyze the bamboo fiber technology from a patent perspective, hoping to help enterp...
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Published in | Cellulose (London) Vol. 27; no. 16; pp. 9137 - 9156 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Netherlands
01.11.2020
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0969-0239 1572-882X |
DOI | 10.1007/s10570-020-03431-z |
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Abstract | With the global popularity of the concept of green and sustainable development, bamboo fiber technology has made great advances and found its way into several important materials applications. This study attempts to analyze the bamboo fiber technology from a patent perspective, hoping to help enterprises and R&D personnels better grasp the technology development trend and evolution path. Because the current patent analysis methods can not achieve the above objectives well, this paper proposes a new method of clustering and identifying sub-clusters by constructing bamboo fiber patent citation network and patent-international patent classification two mode network. Moreover, this paper uses natural language processing and main path analysis to perform subject word analysis and key technology identification on these technological sub-clusters, respectively. The analysis process and method in this study also have implications for patent analysis in technological fields such as graphene or carbon fiber. |
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AbstractList | With the global popularity of the concept of green and sustainable development, bamboo fiber technology has made great advances and found its way into several important materials applications. This study attempts to analyze the bamboo fiber technology from a patent perspective, hoping to help enterprises and R&D personnels better grasp the technology development trend and evolution path. Because the current patent analysis methods can not achieve the above objectives well, this paper proposes a new method of clustering and identifying sub-clusters by constructing bamboo fiber patent citation network and patent-international patent classification two mode network. Moreover, this paper uses natural language processing and main path analysis to perform subject word analysis and key technology identification on these technological sub-clusters, respectively. The analysis process and method in this study also have implications for patent analysis in technological fields such as graphene or carbon fiber. |
Author | Xiuzhu, Zhu Minghan, Sun Man, Jiang |
Author_xml | – sequence: 1 givenname: Sun orcidid: 0000-0001-9153-5497 surname: Minghan fullname: Minghan, Sun organization: School of Management, Huazhong University of Science and Technology, Sino-European Institute for Intellectual Property, Huazhong University of Science and Technology – sequence: 2 givenname: Zhu orcidid: 0000-0002-3377-1907 surname: Xiuzhu fullname: Xiuzhu, Zhu organization: School of Management, Huazhong University of Science and Technology, Sino-European Institute for Intellectual Property, Huazhong University of Science and Technology – sequence: 3 givenname: Jiang orcidid: 0000-0003-3721-1226 surname: Man fullname: Man, Jiang email: jiangman_@hust.edu.cn organization: School of Management, Huazhong University of Science and Technology, Sino-European Institute for Intellectual Property, Huazhong University of Science and Technology |
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Keywords | Patent citation network Main path analysis Bamboo fiber Patent clustering Technology evolution |
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SubjectTerms | Bamboo bamboos Bioorganic Chemistry Carbon fibers cellulose Ceramics Chemistry Chemistry and Materials Science Cluster analysis Clustering Composites evolution Fiber technology Glass Graphene landscapes Natural language processing Natural Materials Organic Chemistry path analysis Physical Chemistry Polymer Sciences Review Paper Sustainable Development Technology assessment |
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