Visualization analysis of big data research based on Citespace

Wang, Weihong; Lü, Chang

doi:10.1007/s00500-019-04384-7

Cited by 108 publications

(91 citation statements)

References 26 publications

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“…It combines cluster analysis and social network analysis. It can analyze the basic knowledge and research frontiers, research characteristics, and evolution trends of a certain field through the cocitation and coupling of documents, scientific research, cooperation networks, and theme contributions [20][21][22][23][24][25][26][27][28][29][30][31][32][33][34][35]. The CiteSpace used in this analysis is 5.7R2.…”

Section: Methodsmentioning

confidence: 99%

Polyethylene Terephthalate-Based Materials for Lithium-Ion Battery Separator Applications: A Review Based on Knowledge Domain Analysis

Xie

Wang

et al. 2021

International Journal of Polymer Science

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As the key material of lithium battery, separator plays an important role in isolating electrons, preventing direct contact between anode and cathode, and allowing free passage of lithium ions in the electrolyte. Polyethylene terephthalate (PET) has excellent mechanical, thermodynamic, and electrical insulation properties. This review aims to identify the research progress and development trends of PET-based material for separator application. We retrieved published papers (2004–2019) from the Scientific Citation Index Expanded (SCIE) database of the WoS with a topic search related to PET-based material for separator application. The research progress and development trends were analyzed based on the CiteSpace software of text mining and visualization.

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Section: Methodsmentioning

confidence: 99%

Polyethylene Terephthalate-Based Materials for Lithium-Ion Battery Separator Applications: A Review Based on Knowledge Domain Analysis

Xie

Wang

et al. 2021

International Journal of Polymer Science

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“…It identifies the association between different countries that depicts the influence of the country at the international level. It helps to identify the national institutions and contributions in the research domain [36]. Figure 7 depicts the country collaborations network of all categories of educational research.…”

Section: International Collaboration Analysismentioning

confidence: 99%

“…Keywords are the core representation of articles and research topics. Henceforth, the analysis of keyword co‐occurrence is used to discover research frontiers and hotspots in this domain [36].…”

Section: Keyword Co‐occurrence Analysismentioning

confidence: 99%

Knowledge mapping of computer applications in education using CiteSpace

Rawat

Sood

2021

Comp Applic In Engineering

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The education field plays a vital role in the growth and progress of society. In recent years, with the evolution of technology, a significant development has been observed in the publication of this field. Henceforth, a scientific review is required to explore computer applications in education using internet communication and technology (ICT) technologies. This paper analyzes the scientometric features of documents published from 2011 to 2020 in the education field using ICT. The research literature is retrieved from Scopus and CiteSpace is used to visualize network analysis of country collaboration, co‐citation, and keyword co‐occurrence. Here, the field of higher education is identified as an important area with increasing research trends. Higher education, such as engineering education with the application of ICT, has experienced the latest research trend, and it involves designing of frameworks for improving student performance and the teaching–learning process. The outcome of this paper is the identification of the research frontiers, hotspots, and the latest areas in the field of education, which will help to understand the overall development and future research directions.

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“…With the development of computer and network communication technology, numerous devices are connected to the internet, the boundary between the real world and the virtual world tends to be blurred, and the internet is being extended to the physical world, forming the Internet of ings. In the IoT, the IoT search system is the key for computers to obtain information about the physical world and an important component to build a perfect IoT system [3]. IoT search refers to the use of relevant measures to obtain various information (e.g., objects, people, and web pages) from the IoT, store, and manage this spatial-temporal data information in an organized and orderly manner so that it can be easily searched by users [4].…”

Section: Introductionmentioning

confidence: 99%

Optimization of the Enterprise Human Resource Management Information System Based on the Internet of Things

2021

Complexity

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In this paper, the optimization of the enterprise HR information system is studied based on IoT first-off technology, the system demand phase is analysed, and the edge control system is designed and built. The hardware and software system and edge node management platform are implemented first, and then the communication scenarios between the edge layer of the system and the sensing layer, the edge layer, and the cloud layer are analysed, and the business type-driven link selection algorithm and the northbound multilink switching algorithm are designed and implemented, respectively, to guarantee the communication reliability between different layers of the system. Based on the implementation of the above functions, the edge control system can meet the intelligence, expandability, and security requirements of IoT applications. An in-depth investigation and research are launched mainly on the enterprise demand to determine the functional requirements and performance requirements of the enterprise and to achieve the basic logical structure; in the system design phase, the system architecture and other aspects of the design are realized. According to the conditions of the system function structure, a number of system module functions are designed in detail. The system is composed of the following modules, namely, personnel change management, organization management, and salary and benefits management. The system consists of the following modules, namely, personnel change management, organization management, compensation and benefits management, and personnel information management. The system modules run through the process of human resource management; in the system implementation stage, the system coding and page operation are realized based on the development tools and software development techniques. The system finally achieves the system design objectives and is put on a trial operation to meet its actual business requirements.

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Visualization analysis of big data research based on Citespace

Cited by 108 publications

References 26 publications

Polyethylene Terephthalate-Based Materials for Lithium-Ion Battery Separator Applications: A Review Based on Knowledge Domain Analysis

Polyethylene Terephthalate-Based Materials for Lithium-Ion Battery Separator Applications: A Review Based on Knowledge Domain Analysis

Knowledge mapping of computer applications in education using CiteSpace

Optimization of the Enterprise Human Resource Management Information System Based on the Internet of Things

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