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Bipolar neutrosophic WINGS for green technology innovation
Green technology innovation is a crucial assurance of achieving sustainable economic and environmental development, so improving the capability of green technology innovation is an urgent problem. In order to provide a more objective and accurate tool for identifying the most important impact factor...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628252/ https://www.ncbi.nlm.nih.gov/pubmed/37932404 http://dx.doi.org/10.1038/s41598-023-46699-4 |
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author | Tian, Yuan Zhang, Kecheng |
author_facet | Tian, Yuan Zhang, Kecheng |
author_sort | Tian, Yuan |
collection | PubMed |
description | Green technology innovation is a crucial assurance of achieving sustainable economic and environmental development, so improving the capability of green technology innovation is an urgent problem. In order to provide a more objective and accurate tool for identifying the most important impact factor of green technology innovation, this study innovatively proposes a new method by combining the bipolar neutrosophic sets with Weighted Influence Nonlinear Gauge System (WINGS) method. Furthermore, this paper intends to provide recommendations in improving green technology innovation capability. We invite five experts to evaluate fifteen factors influencing green technology innovation using the bipolar neutrosophic linguistic variables. Then, the proposed bipolar neutrosophic set WINGS (Bipolar NS-WINGS) method is applied to measure the influence of each impact factor of green technology innovation. Finally, we divide all the factors into cause group and effect group. Moreover, the network relation map is constructed to visualize the interrelationships between all impact factors. The Bipolar NS-WINGS suggests that Science and Technology Innovation Environment (Ω(7)) is the most important factor of green technology innovation. The result also indicates that R&D Investment (Ω(8)) is the most influential factor in which it has impacted many other factors. It is obvious that the integrated method not only enriches the research in the field of decision theory, which has not combined the bipolar-NS and WINGS method for analyzing relationships of factors, but also contributes to the improvement of green technology innovation capabilities. |
format | Online Article Text |
id | pubmed-10628252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106282522023-11-08 Bipolar neutrosophic WINGS for green technology innovation Tian, Yuan Zhang, Kecheng Sci Rep Article Green technology innovation is a crucial assurance of achieving sustainable economic and environmental development, so improving the capability of green technology innovation is an urgent problem. In order to provide a more objective and accurate tool for identifying the most important impact factor of green technology innovation, this study innovatively proposes a new method by combining the bipolar neutrosophic sets with Weighted Influence Nonlinear Gauge System (WINGS) method. Furthermore, this paper intends to provide recommendations in improving green technology innovation capability. We invite five experts to evaluate fifteen factors influencing green technology innovation using the bipolar neutrosophic linguistic variables. Then, the proposed bipolar neutrosophic set WINGS (Bipolar NS-WINGS) method is applied to measure the influence of each impact factor of green technology innovation. Finally, we divide all the factors into cause group and effect group. Moreover, the network relation map is constructed to visualize the interrelationships between all impact factors. The Bipolar NS-WINGS suggests that Science and Technology Innovation Environment (Ω(7)) is the most important factor of green technology innovation. The result also indicates that R&D Investment (Ω(8)) is the most influential factor in which it has impacted many other factors. It is obvious that the integrated method not only enriches the research in the field of decision theory, which has not combined the bipolar-NS and WINGS method for analyzing relationships of factors, but also contributes to the improvement of green technology innovation capabilities. Nature Publishing Group UK 2023-11-06 /pmc/articles/PMC10628252/ /pubmed/37932404 http://dx.doi.org/10.1038/s41598-023-46699-4 Text en © The Author(s) 2023 https://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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Tian, Yuan Zhang, Kecheng Bipolar neutrosophic WINGS for green technology innovation |
title | Bipolar neutrosophic WINGS for green technology innovation |
title_full | Bipolar neutrosophic WINGS for green technology innovation |
title_fullStr | Bipolar neutrosophic WINGS for green technology innovation |
title_full_unstemmed | Bipolar neutrosophic WINGS for green technology innovation |
title_short | Bipolar neutrosophic WINGS for green technology innovation |
title_sort | bipolar neutrosophic wings for green technology innovation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628252/ https://www.ncbi.nlm.nih.gov/pubmed/37932404 http://dx.doi.org/10.1038/s41598-023-46699-4 |
work_keys_str_mv | AT tianyuan bipolarneutrosophicwingsforgreentechnologyinnovation AT zhangkecheng bipolarneutrosophicwingsforgreentechnologyinnovation |