scholarly journals Overview of Trends in Global Single Cell Research Based on Bibliometric Analysis and LDA Model (2009–2019)

2020 ◽  
Vol 0 (0) ◽  
Author(s):  
Tian Jiang ◽  
Xiaoping Liu ◽  
Chao Zhang ◽  
Chuanhao Yin ◽  
Huizhou Liu
Keyword(s):  
Single Cell ◽  
Bibliometric Analysis ◽  
Core Collection ◽  
Space Dimension ◽  
Web Of Science ◽  
Research Field ◽  
Research Progress ◽  
Distribution Analysis ◽  
Time Dimension ◽  
Research Profile

AbstractPurposeThis article aims to describe the global research profile and the development trends of single cell research from the perspective of bibliometric analysis and semantic mining.Design/methodology/approachThe literatures on single cell research were extracted from Clarivate Analytic's Web of Science Core Collection between 2009 and 2019. Firstly, bibliometric analyses were performed with Thomson Data Analyzer (TDA). Secondly, topic identification and evolution trends of single cell research was conducted through the LDA topic model. Thirdly, taking the post-discretized method which is used for topic evolution analysis for reference, the topics were also be dispersed to countries to detect the spatial distribution.FindingsThe publication of single cell research shows significantly increasing tendency in the last decade. The topics of single cell research field can be divided into three categories, which respectively refers to single cell research methods, mechanism of biological process, and clinical application of single cell technologies. The different trends of these categories indicate that technological innovation drives the development of applied research. The continuous and rapid growth of the topic strength in the field of cancer diagnosis and treatment indicates that this research topic has received extensive attention in recent years. The topic distributions of some countries are relatively balanced, while for the other countries, several topics show significant superiority.Research limitationsThe analyzed data of this study only contain those were included in the Web of Science Core Collection.Practical implicationsThis study provides insights into the research progress regarding single cell field and identifies the most concerned topics which reflect potential opportunities and challenges. The national topic distribution analysis based on the post-discretized analysis method extends topic analysis from time dimension to space dimension.Originality/valueThis paper combines bibliometric analysis and LDA model to analyze the evolution trends of single cell research field. The method of extending post-discretized analysis from time dimension to space dimension is distinctive and insightful.

scholarly journals Research Progress of Coronavirus Based on Bibliometric Analysis

2020 ◽  
Vol 17 (11) ◽  
pp. 3766 ◽  
Author(s):  
Fei Zhai ◽  
Yuxuan Zhai ◽  
Chuang Cong ◽  
Tingyan Song ◽  
Rongwu Xiang ◽  
...  
Keyword(s):  
International Cooperation ◽  
Bibliometric Analysis ◽  
Core Collection ◽  
Web Of Science ◽  
The United States ◽  
Research Progress ◽  
Research Directions ◽  
The Past ◽  
Funding Support ◽  
The Web

Background: COVID-19 has become one of the most serious global epidemics in the 21st Century. This study aims to explore the distribution of research capabilities of countries, institutions, and researchers, and the hotspots and frontiers of coronavirus research in the past two decades. In it, references for funding support of urgent projects and international cooperation among research institutions are provided. Method: the Web of Science core collection database was used to retrieve the documents related to coronavirus published from 2003 to 2020. Citespace.5.6.R2, VOSviewer1.6.12, and Excel 2016 were used for bibliometric analysis. Results: 11,036 documents were retrieved, of which China and the United States have contributed the most coronavirus studies, Hong Kong University being the top contributor. Regarding journals, the Journal of Virology has contributed the most, while in terms of researchers, Yuen Kwok Yung has made the most contributions. The proportion of documents published by international cooperation has been rising for decades. Vaccines for SARS-CoV-2 are under development, and clinical trials of several drugs are ongoing. Conclusions: international cooperation is an important way to accelerate research progress and achieve success. Developing corresponding vaccines and drugs are the current hotspots and research directions.

scholarly journals Bibliometric analysis of Russian publications’ quality in physical area, included to the Web of Science Core Collection Data Base

Bibliosphere ◽  
2020 ◽  
pp. 49-60
Author(s):  
A. V. Glushanovskiy
Keyword(s):  
Bibliometric Analysis ◽  
Core Collection ◽  
Web Of Science ◽  
Point Of View ◽  
Lower Percentage ◽  
Research Level ◽  
Collection Data ◽  
The Russian Federation ◽  
Number Of Publications ◽  
The Web

The article analyzes the changes in the bibliometric characteristics of the array of Russian publications reflected in the Web of Science Core Collection (WoS CC database) in the field of physics in 2018, compared to the same characteristics in 2010. The main parameter to assess the quality (research level) of arrays with bibliometric point of view was “Comprehensive index of quality” (CIQ) for the array of publications, calculated on the basis of one of the parameters in “Method for calculating the qualitative indicator of the state task “the Comprehensive performance score publication”...”, used by the Ministry of science and higher education of the Russian Federation. It was found that with an almost twofold increase in the volume of the array, there was a slight decrease in its quality in terms of CIQ in 2018 in comparison with 2010. The author also compared the characteristics of the array of Russian publications in 2018 with similar ones of the arrays on physical publications in Germany, India and Great Britain, located close to Russia in the ranking by the number of publications included in the WoS array (in this ranking, Russia was on the fourth place in 2018). In the ranking based on the CIQ indicator, the arrays of these countries are significantly ahead of the Russian one, and our country is only on the sixth place. The main reasons for this lag in the Russian publications array are identified. They are: a lower percentage of Russian publications in high-quartile journals and a greater number of publications from conference proceedings. The conclusion is made about the applicability of bibliometric analysis to identify trends in publishing activities in the scientific field.

scholarly journals Bibliometric Analysis on Smart Cities Research

2019 ◽  
Vol 11 (13) ◽  
pp. 3606 ◽  
Author(s):  
Yi-Ming Guo ◽  
Zhen-Ling Huang ◽  
Ji Guo ◽  
Hua Li ◽  
Xing-Rong Guo ◽  
...  
Keyword(s):  
Bibliometric Analysis ◽  
Core Collection ◽  
Research Collaboration ◽  
Web Of Science ◽  
Smart Cities ◽  
Analysis Software ◽  
Comprehensive Overview ◽  
Research Directions ◽  
The Core ◽  
Global Concern

Smart cities have been a global concern in recent years, involving comprehensive scientific research. To obtain a structural overview and assist researchers in making insights into the characteristics of smart cities research, bibliometric analysis was carried out in this paper. With the application of the bibliometric analysis software VOSviewer and CiteSpace, 4409 smart cities were identified by the core collection of the Web of Science in publications between 1998 and 2019 and used in the analysis of this paper. Concretely, this research visually demonstrates a comprehensive overview of the field relating to smart cities in terms of the production of regular publications, main domain of smart cities researchers, most influential countries (institutions, sources and authors), and interesting research directions in the smart city researches. We also present the research collaboration among countries (regions), organizations and authors based on a series of cooperation analyses. The bibliometric analysis of the existing work provided a valuable and seminal reference for researchers and practitioners in smart cities-related research communities.

scholarly journals Professional Education and Technology Usage for Establishing Methodological Competence among Future Professors: Bibliometric Analysis

2021 ◽  
Vol 16 (19) ◽  
pp. 235
Author(s):  
Ivanna Shubina ◽  
Oleh Plakhotnik ◽  
Olha Plakhotnik
Keyword(s):  
Bibliometric Analysis ◽  
Professional Education ◽  
Core Collection ◽  
Web Of Science ◽  
Education Technology ◽  
Bibliometric Study ◽  
Technology Usage ◽  
Fields Of Study ◽  
The Web

There has been emerging interest in the effectiveness of technology usage in professional education for establishing various competences among future educators. However, the field still lacks in holistic overviews of the role of technology for establishing various competences among future educators. The present bibliometric study was employed to identify and synthesize the results from studies exploring domains of professional education, technology and establishing competence. An author analyzed the papers published in highly ranked and cited journals which were indexed and ranked in the Web of Science Core Collection and Scopus, in the period of 2000 to 2020. The results demonstrated high interest in studied domains within various subjects and fields of study, demonstrating the interest in the opportunities which provide the technology for professional education and developing methodological competences.

scholarly journals A Bibliometric Mapping of the Research Trends of Public Governance and Entrepreneurship Framework

2021 ◽  
Vol 12 (1Sup1) ◽  
pp. 35-53
Author(s):  
Oana Ramona Lobonţ ◽  
Raul Purcariţa ◽  
Sorana Vatavu ◽  
Florin Costea
Keyword(s):  
Bibliometric Analysis ◽  
Core Collection ◽  
Web Of Science ◽  
Research Trends ◽  
Public Institutions ◽  
Entrepreneurial Activity ◽  
Public Governance ◽  
Vos Viewer ◽  
Country Level ◽  
The Relationship

The involvement of governments and public institutions in entrepreneurial activity has grown considerably in the last years. Public governance has begun to pay more attention to the fact that, in order to achieve the goal of economic development in a country, it is necessary to increase entrepreneurship both qualitatively and quantitatively. Most governments have created significant actions that encouraged and supported the entrepreneurial activity and also they have contributed to supporting the private sector in the economy. The present paper analyses the scientific works related to entrepreneurship and public governance, as well as to investigate the connection between these topics. The study presents a bibliometric analysis of the importance of the nexus public governance and entrepreneurship. The proposed research studies 201 references collected from the Clarivate Analytics, Web of Science Core Collection database. The research methodology performed to graphically map the literature is bibliometric analysis. The analysis is carried out on three distinct levels, namely the analysis of the co-occurrence of keywords, co-citation and co-author by means of (VOS) viewer program. This approach allows us to highlight the main results presented in journals, magazines, documents, subjects, authors, institutions but also results recorded at the country level. The study also evidence the main trends and impact of research in the form of a visual and schematic research framework on the relationship between public governance and entrepreneurship and its related elements, namely innovation and development.

scholarly journals Trends in Research on Art Therapy Indexed in the Web of Science: A Bibliometric Analysis

2021 ◽  
Vol 12 ◽  
Author(s):  
Natalia Rodriguez Novo ◽  
Maria Mercedes Novo Muñoz ◽  
Leticia Cuellar-Pompa ◽  
Jose Angel Rodriguez Gomez
Keyword(s):  
Art Therapy ◽  
Bibliometric Analysis ◽  
Visual Arts ◽  
Core Collection ◽  
Web Of Science ◽  
Scientific Production ◽  
The Core ◽  
The Subject ◽  
The Mean ◽  
Number Of Citations

Aim: Despite the increase in international research in art therapy, few studies have been developed with a bibliometric approach which describe the situation regarding this area of knowledge. Thus, the aim of this study is to describe and contextualize international scientific production in the visual arts modality in the context of artistic therapies, to offer a broader and more in-depth vision of the structure of this area of knowledge through of a bibliometric analysis of the publications indexed in the core collection of the Web of Science.Methods: This is a retrospective, exploratory and descriptive, cross-sectional study to analyze the bibliographic data retrieved from the databases of the core collection. The analysis parameters included the data corresponding to the production according to type of document, country, journal, and institution. In addition, the main lines of research were located and classified and the subject matter of the most cited articles in each of them was summarized. Four periods were selected, between 1994 and 2020, to facilitate the thematic analysis and offer an evolutionary perspective of art therapy research.Results: A total of 563 works were published, in 250 journals, in the 63 years between 1958, when the first document was published, and April 2021. The annual growth rate was 7.3% with a mean average of 8.7 publications per year, and 83.13% of the published works were articles. A total of 1,269 authors from 56 countries were counted. The mean number of citations per document was 5.6 and the mean number of citations per document and year was 0.6. The main research domains were psychology and/or rehabilitation and the highest production on this topic was concentrated in only three journals. In general, a high degree of variability was observed in the study topics and numerous theoretical and methodological articles. The most used visual arts modalities were in the main drawing, painting and photography.Conclusion: This work did not find previous existence of any bibliometric analysis on the international scientific production in art therapy. In general terms, there has been a substantial growth in the number of publications on the subject over the last decade. However, this research area does not appear to have peaked, but, on the contrary, is still growing and progressing despite its long history in clinical practice.

scholarly journals Sustainable Sport Entrepreneurship and Innovation: A Bibliometric Analysis of This Emerging Field of Research

2020 ◽  
Vol 12 (12) ◽  
pp. 5209 ◽  
Author(s):  
María Huertas González-Serrano ◽  
Vicente Añó Sanz ◽  
Rómulo Jacobo González-García
Keyword(s):  
Bibliometric Analysis ◽  
Web Of Science ◽  
Research Field ◽  
Bibliographic Coupling ◽  
Future Research ◽  
Sustainable Entrepreneurship ◽  
Mega Events ◽  
Sports Industry ◽  
Current State ◽  
The Web

In the sports sector, entrepreneurship, innovation, and social corporative responsible are generating growing interest during the last years. Due to that situation, sustainable entrepreneurship and innovation in sport have emerged in this sector, receiving individual attention from academics and practitioners. However, little is known about the evolution of this new field of research. Thus, the main aim of this paper is to analyze the documents published in the Web of Science about sport sustainable entrepreneurship and innovation. The bibliometric analysis allows us to discover the current state of a research field, identify the principal authors, articles, and topics, and propose future research lines to develop it further. The articles published between 2000 and 2019 were analyzed quantitatively, and by word and author co-occurrence. Later, through the bibliographic coupling, the articles were grouped in different clusters. Seven central thematics were found, being the sports mega-events and the sustainability the most development sub-area or research, followed by the sport innovation for fostering inclusion. Moreover, for the development of this field of research, studies focused on “tourism” and “entrepreneurship” with “environment”, “sport”, “sustainability and knowledge” and “innovation” focus, are necessary. Thus, sustainable entrepreneurship and innovation in sport are an undeveloped but promising field for the future of the sports industry.

Mapping Evaluation, Appraisal and Stance in Discourse (2000–2015): A Bibliometric Analysis

Glottotheory ◽  
2020 ◽  
Vol 10 (1-2) ◽  
pp. 31-55 ◽  
Author(s):  
Jing Li ◽  
Lei Lei ◽  
Le Cheng
Keyword(s):  
Bibliometric Analysis ◽  
Web Of Science ◽  
Empirical Studies ◽  
Evaluation Research ◽  
Research Field ◽  
Future Research ◽  
Upward Trend ◽  
Evaluative Dimension ◽  
Heterogeneous Nature ◽  
Number Of Publications

AbstractThe present study employs a bibliometric analysis to examine the research trends in the field of evaluation, appraisal and stance. The bibliometric information of publications between 2000 and 2015 was retrieved from the Web of Science SSCI Core Collection database. The indicators analyzed include the number of publications by year, most frequently explored topics, most cited works, major individual contributors, publication venues, distribution among countries/regions and institutions. Our findings showed that the annual publications increased dramatically, revealing an upward trend in this research field. The results concerning the most frequently addressed topics suggested that EAP has been a fruitful domain in terms of the evaluative dimension of discourse. Besides, future research will feature more discipline-specific and language-specific empirical studies and comparative cross-linguistic studies. Pedagogical applications of evaluation research also need to be explored. Citation results indicated that the groundbreaking monographs in this field generate the highest citation counts, and that the most cited works cover a variety of sub-fields of linguistics, which may further prove the heterogeneous nature of the evaluative dimension of language.

Ergonomics 4.0: A bibliometric review of human Factors research in Industrial revolution 4.0 (IR 4.0)

Work ◽  
2021 ◽  
pp. 1-14
Author(s):  
Mohammad Babamiri ◽  
Rashid Heidarimoghadam ◽  
Fakhrodin Ghasemi ◽  
Leili Tapak ◽  
Alireza Mortezapour
Keyword(s):  
Human Factors ◽  
Bibliometric Analysis ◽  
Industry 4.0 ◽  
Industrial Revolution ◽  
Web Of Science ◽  
Research Field ◽  
Related Field ◽  
Fourth Industrial Revolution ◽  
The Usa ◽  
Bibliometric Review

BACKGROUND: The scientometric study is a visualization method used to collect big data from databases, to explore the relationships between citing and co-cited documents and then visualize the results. Unlike the new term Ergonomics 4.0, bibliometric analysis has been studied in various related fields of Ergonomics. OBJECTIVE: The aim of this study was to create a bibliometric analysis in related field of Ergonomics and Fourth Industrial Revolution. This analysis can shed light on the new developed research field in both sides of the present study, occupational ergonomics and industry 4.0. METHODS: After selecting related keywords, Advance search was done in Scopus and Web of Science. Bibliometric results were presented by these databases’ analyzer and by exported data to VOS viewer software. No time or language restriction was applied. RESULTS: Retrieved Articles were 104 and 285 for Web of Science and Scopus respectively. The frequent co-occurrences for keywords were seen between “industry 4.0” and “Human Factors”. The USA and Germany were also the most productive countries in this field. Well-known Ergonomics journals had low participation in the Evolution of Ergonomics and Fourth Industrial Revolution topics. CONCLUSION: Due to more participation of industry 4.0-related researchers in this topic, it is recommended that ergonomists from around the world, and especially Eastern countries, attempt to conduct research in this field. Furthermore, devoting some forth-coming special issues in this field is recommended to top ergonomics journals.

Sign in / Sign up

Export Citation Format

Share Document