Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis
Based on the introduction of complex social network theory and methods, this study reveals enterprises' patent layouts to help Chinese enterprises distinguish the core competitors. This study uses the social network analysis method and the system cluster analysis method to systematically analyz...
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Hindawi Limited
2021
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oai:doaj.org-article:18c665c187c9492c9e716ea6fc91cbae2021-11-22T01:11:08ZMathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis1563-514710.1155/2021/8158884https://doaj.org/article/18c665c187c9492c9e716ea6fc91cbae2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/8158884https://doaj.org/toc/1563-5147Based on the introduction of complex social network theory and methods, this study reveals enterprises' patent layouts to help Chinese enterprises distinguish the core competitors. This study uses the social network analysis method and the system cluster analysis method to systematically analyze the macro technology development trend and competitors' micro technology innovation points. Based on the structure of enterprise resource investment, a two-dimensional matrix with the keyword “similarity-technological competition intensity” was constructed to accurately identify BYD's core technological competitors. In China, BYD company should regard GX company and ND company as core technology competitors, pay attention to the technology development direction and patent layout of YW company and HD company, and pay attention to the patent dynamics of GLM company and YQ company in specific technological innovation points.Ming WenMingxing LiCheng HuSaifullah HakroAbid HussainMohammad HeydariKashif Imran ZadiShumaila ArzoHindawi LimitedarticleEngineering (General). Civil engineering (General)TA1-2040MathematicsQA1-939ENMathematical Problems in Engineering, Vol 2021 (2021) |
| institution |
DOAJ |
| collection |
DOAJ |
| language |
EN |
| topic |
Engineering (General). Civil engineering (General) TA1-2040 Mathematics QA1-939 |
| spellingShingle |
Engineering (General). Civil engineering (General) TA1-2040 Mathematics QA1-939 Ming Wen Mingxing Li Cheng Hu Saifullah Hakro Abid Hussain Mohammad Heydari Kashif Imran Zadi Shumaila Arzo Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| description |
Based on the introduction of complex social network theory and methods, this study reveals enterprises' patent layouts to help Chinese enterprises distinguish the core competitors. This study uses the social network analysis method and the system cluster analysis method to systematically analyze the macro technology development trend and competitors' micro technology innovation points. Based on the structure of enterprise resource investment, a two-dimensional matrix with the keyword “similarity-technological competition intensity” was constructed to accurately identify BYD's core technological competitors. In China, BYD company should regard GX company and ND company as core technology competitors, pay attention to the technology development direction and patent layout of YW company and HD company, and pay attention to the patent dynamics of GLM company and YQ company in specific technological innovation points. |
| format |
article |
| author |
Ming Wen Mingxing Li Cheng Hu Saifullah Hakro Abid Hussain Mohammad Heydari Kashif Imran Zadi Shumaila Arzo |
| author_facet |
Ming Wen Mingxing Li Cheng Hu Saifullah Hakro Abid Hussain Mohammad Heydari Kashif Imran Zadi Shumaila Arzo |
| author_sort |
Ming Wen |
| title |
Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| title_short |
Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| title_full |
Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| title_fullStr |
Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| title_full_unstemmed |
Mathematical Methods for Identification of Core Competitors: Based on Social Networks and Hierarchical Cluster Analysis |
| title_sort |
mathematical methods for identification of core competitors: based on social networks and hierarchical cluster analysis |
| publisher |
Hindawi Limited |
| publishDate |
2021 |
| url |
https://doaj.org/article/18c665c187c9492c9e716ea6fc91cbae |
| work_keys_str_mv |
AT mingwen mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT mingxingli mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT chenghu mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT saifullahhakro mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT abidhussain mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT mohammadheydari mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT kashifimranzadi mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis AT shumailaarzo mathematicalmethodsforidentificationofcorecompetitorsbasedonsocialnetworksandhierarchicalclusteranalysis |
| _version_ |
1718418265491898368 |