Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis
In recent years, the method of the complex network has been applied to various fields. Dynamics research in complex networks is also an important branch. There are many types of research into dynamic complex network, but few scholars use bibliometrics to study it. Therefore, this paper adopts the me...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2022/1512939 |
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| _version_ | 1832550131642138624 |
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| author | Wei Zhou Yuting Pan Qiu Shu Sun Meng |
| author_facet | Wei Zhou Yuting Pan Qiu Shu Sun Meng |
| author_sort | Wei Zhou |
| collection | DOAJ |
| description | In recent years, the method of the complex network has been applied to various fields. Dynamics research in complex networks is also an important branch. There are many types of research into dynamic complex network, but few scholars use bibliometrics to study it. Therefore, this paper adopts the method of bibliometrics to analyze the development history and status quo of dynamic complex network, providing a summary description of this research field. We used CiteSpace and Pajek to analyze 2936 relevant papers on the website of Web of Science and further interpreted and summarized the analysis results. To fully show the bibliometric results, we further derive the productive countries, institutions, sources, and authors and some main research directions in the dynamic complex network research. The research results show that the dynamic complex network research method was applied to various fields after the dynamic research method had been integrated into the complex network. According to the subject analysis of the cited papers, we find that the dynamic complex network method has been widely used in various subjects. Through emergent analysis, we found that the latest hot research trends are the study of infectious diseases and applications in neural networks. At the same time, through the main path analysis, we find the essential literature to elaborate on the development context of a dynamic complex network at different time points. This paper gives a comprehensive analysis of dynamic complex network research and provides some enlightenment for the future research direction. |
| format | Article |
| id | doaj-art-3c92e882f1494560a08ae491c813a383 |
| institution | Kabale University |
| issn | 1099-0526 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-3c92e882f1494560a08ae491c813a3832025-02-03T06:07:33ZengWileyComplexity1099-05262022-01-01202210.1155/2022/1512939Dynamic Development Analysis of Complex Network Research: A Bibliometric AnalysisWei Zhou0Yuting Pan1Qiu Shu2Sun Meng3School of FinanceSchool of FinanceSchool of History and ArchivesSchool of FinanceIn recent years, the method of the complex network has been applied to various fields. Dynamics research in complex networks is also an important branch. There are many types of research into dynamic complex network, but few scholars use bibliometrics to study it. Therefore, this paper adopts the method of bibliometrics to analyze the development history and status quo of dynamic complex network, providing a summary description of this research field. We used CiteSpace and Pajek to analyze 2936 relevant papers on the website of Web of Science and further interpreted and summarized the analysis results. To fully show the bibliometric results, we further derive the productive countries, institutions, sources, and authors and some main research directions in the dynamic complex network research. The research results show that the dynamic complex network research method was applied to various fields after the dynamic research method had been integrated into the complex network. According to the subject analysis of the cited papers, we find that the dynamic complex network method has been widely used in various subjects. Through emergent analysis, we found that the latest hot research trends are the study of infectious diseases and applications in neural networks. At the same time, through the main path analysis, we find the essential literature to elaborate on the development context of a dynamic complex network at different time points. This paper gives a comprehensive analysis of dynamic complex network research and provides some enlightenment for the future research direction.http://dx.doi.org/10.1155/2022/1512939 |
| spellingShingle | Wei Zhou Yuting Pan Qiu Shu Sun Meng Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis Complexity |
| title | Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis |
| title_full | Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis |
| title_fullStr | Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis |
| title_full_unstemmed | Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis |
| title_short | Dynamic Development Analysis of Complex Network Research: A Bibliometric Analysis |
| title_sort | dynamic development analysis of complex network research a bibliometric analysis |
| url | http://dx.doi.org/10.1155/2022/1512939 |
| work_keys_str_mv | AT weizhou dynamicdevelopmentanalysisofcomplexnetworkresearchabibliometricanalysis AT yutingpan dynamicdevelopmentanalysisofcomplexnetworkresearchabibliometricanalysis AT qiushu dynamicdevelopmentanalysisofcomplexnetworkresearchabibliometricanalysis AT sunmeng dynamicdevelopmentanalysisofcomplexnetworkresearchabibliometricanalysis |