Evaluation and Prediction of Trends in the Development of Scientific Research Based on Bibliometric Analysis of Publications

2021 ◽  
Vol 27 (4) ◽  
pp. 195-201
Author(s):  
T. V. Nguyen ◽  
◽  
A. G. Kravets ◽  
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Citation Network ◽  
Research Trends ◽  
Network Data ◽  
Ranking Algorithm ◽  
Upward Trend ◽  
Depth Of Penetration ◽  
New Ideas ◽  
The Web

The article proposes an approach to analyzing and predicting the thematic evolution of research by identifying an upward trend in keywords. Statistical analysis of the vocabulary of publications allows us to trace the depth of penetration of new ideas and methods, which can be set by the frequency of occurrence of words encoding whole concepts. The article presents a developed method for analyzing research trends and an article ranking algorithm based on the structure of a direct citation network. Data for the study was extracted from the Web of Science Core Collection, 6696 publications were collected for the experiment over the period 2005—2016 in the field of artificial intelligence. To evaluate the proposed method, 3211 publications were collected from 2017 to 2019. As a result, the method was evaluated by checking the presence of predicted keywords in the set of the most frequent terms for the period 2017—2019 and provided an accuracy of 73.33 %.

scholarly journals A global bibliometric analysis of research on microplastics from 2004 to 2020

2021 ◽  
Author(s):  
Ming Li ◽  
Binshuo Liu ◽  
Lei Wu ◽  
Shuang Zhong ◽  
Chunqing Wang ◽  
...  
Keyword(s):  
Core Collection ◽  
Environmental Science ◽  
Web Of Science ◽  
Environmental Problem ◽  
Research Trends ◽  
Research Directions ◽  
Bibliographic Records ◽  
Significant Interest ◽  
The Usa ◽  
The Web

Abstract Microplastics (MPs) pollution has garnered significant interest as a serious environmental problem. To date, a large amount of research has been published on this topic. We analyzed the related studies to assess the global developments of MPs regarding the evolution, research trends, and hotspots by bibliometric. A total of 2,872 bibliographic records were retrieved from the Web of Science Core Collection, and CiteSpace 5.4 was used for bibliometrics. The results visually displayed the contributing countries, institutions, authors, keywords, and potential research directions in the MPs fields. The scientific developments in this field began in 2004 and have accelerated considerably since 2012. China and the USA are the leading countries in MPs research. The research on MPs is multidisciplinary and involves Ecology, Chemistry, Molecular Biology, Environmental Science, and Oceanography. Among these, Oceanography was the most connected with MPs and was the most well-developed. Overall, we mapped the development of MPs research and attempted a comprehensive discussion and understanding of scientific advances, as well as the progress made.

scholarly journals Network of institutions, source journals, and keywords on COVID-19 by Korean authors based on the Web of Science Core Collection in January 2021

2021 ◽  
Vol 8 (1) ◽  
pp. 47-56
Author(s):  
Kyung Won Kim ◽  
Geume Hee Jeong
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Citation Network ◽  
Measurement Tool ◽  
Publication Type ◽  
Collaborative Relationships ◽  
Subject Field ◽  
Search Terms ◽  
Novel Coronavirus ◽  
The Web

Purpose: The aim of this study was to characterize the network of institutions, journals, and topics of coronavirus disease 2019 (COVID-19) literature by Korean authors in the Web of Science Core Collection. The specific goals were to identify the collaborative relationships between Korean authors and international authors and to explore clusters of institutions, journals, and topics.Methods: Literature was searched in the Web of Science Core Collection on January 30, 2021. The search terms were “SARS-CoV-2” or “COVID” or “novel coronavirus” in the subject field. The search results were limited again to “South Korea” as the country and the publication type of “article.” The measurement tool was Biblioshiny, an app version tool for Bibliometrix.Results: Korean authors published 3.2 times more COVID-19–related articles in journals outside of Korea than in Korean journals. The journals showed three clusters by bibliographic coupling. In contrast, the co-citation network showed four clusters. Only a few journals were included in the clusters in both analyses. The conceptual structure of Keywords Plus by factorial analysis showed two clusters: “pathology and clinical treatment” and “knowledge and attitudes.” Institutions’ collaborative network consisted of four clusters. Korean researchers actively collaborated with international researchers, especially those in the United States.Conclusion: Because only a few Korean journals were included in the journal clusters by both coupling and co-citation network, more active citation of Korean journals is recommended. The identification of human behavior as a distinct theme in COVID-19 research suggests a different focus in this area besides clinical studies.

Visualizing the Emerging Trends of Acculturation Research: A Bibliometric Analysis From 2000 to 2020

2021 ◽  
pp. 002202212110447
Author(s):  
Renzhong Peng ◽  
Chongguang Zhu ◽  
Weiping Wu
Keyword(s):  
Web Of Science ◽  
Noun Phrases ◽  
Citation Network ◽  
Research Trends ◽  
Cultural Value ◽  
Research Articles ◽  
Emerging Trends ◽  
Unhealthy Behavior ◽  
Log Likelihood ◽  
The Web

As acculturation research has become more interdisciplinary and dynamic over the last 20 years, it is necessary to explore its emerging trends. We collected 10,039 research articles on acculturation research from 2000 to 2020 from the Web of Science (WoS) database and utilized the CiteSpace tool to visualize emerging trends. During the data analysis, we extracted noun phrases from the abstracts of the retrieved articles to identify clusters, and the log-likelihood ratio (LLR) algorithm was used to generate cluster labels in the co-citation network. Based on the size of the clusters, the five largest clusters were chosen and analyzed: “Asian cultural value,” “Suicide attempt,” “Unhealthy behavior,” “Host country identification,” and “Emerging adulthood”. These findings may help researchers and scholars gain useful insight and explore topics related to the research trends in acculturation.

scholarly journals Mapping Trends in Moyamoya Angiopathy Research: A 10-Year Bibliometric and Visualization-Based Analyses of the Web of Science Core Collection (WoSCC)

2021 ◽  
Vol 12 ◽  
Author(s):  
Danyang Chen ◽  
Ge Zhang ◽  
Jiahui Wang ◽  
Shiling Chen ◽  
Jingxuan Wang ◽  
...  
Keyword(s):  
Moyamoya Disease ◽  
Core Collection ◽  
Web Of Science ◽  
Recurrent Stroke ◽  
Research Trends ◽  
Prolific Author ◽  
Moyamoya Angiopathy ◽  
The Usa ◽  
New Research ◽  
The Web

Background: Moyamoya angiopathy (MMA), which includes moyamoya disease (MMD) and moyamoya syndrome (MMS), is an uncommon cerebrovascular condition characterized by recurrent stroke. We carried out a bibliometric analysis to examine the development of and research trends in MMA research.Methods: Studies published between 2010 and 2019 on MMA were retrieved from the Web of Science Core Collection (WoSCC) on August 14, 2020, and bibliometric and visualization-based analyses were performed by using three different scientometric tools: HistCite, VOSviewer, and CiteSpace.Results: A total of 1,896 publications published in 384 journals by 6,744 authors, 1,641 institutions and 56 countries/regions were included in the analyses. Annual publication outputs increased from 2010 to 2019. The USA, Japan and China were three key contributors to this study field. Capital Medical University, Seoul National University, and Stanford University were three major institutions with larger numbers of publications. Zhang D, World Neurosurgery, Kuroda S, and STROKE were the most prolific author, prolific journal, top co-cited author and top co-cited journal, respectively. The top five keywords during this period were moyamoya disease, revascularization, stroke, children and surgery, while revascularization surgery and RNF213 were the most common frontier topics.Conclusions: In this study, the research trends of global scientific research on MMA over the past decade were systematically analyzed. The study can provide guidance for scholars who want to understand current trends in research in this area and new research frontiers.

scholarly journals Bibliometric Analysis of Microtia-Related Publications From 2006 to 2020

2021 ◽  
pp. 014556132110376
Author(s):  
Wei Wang ◽  
Xinxin Dong ◽  
Jianwen Qu ◽  
Yangyang Lin ◽  
Lei Liu
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
The United States ◽  
Research Trends ◽  
External Ear ◽  
Future Directions ◽  
Occurrence Matrix ◽  
Author Citations ◽  
Over Time

Objective: Microtia is a congenital auricular malformation with a hypoplastic external ear that ranges in severity from a slightly smaller auricle to complete the absence of the auricle. The present study was conducted to identify and analyze the characteristics of microtia-related articles published from 2006 to 2020 by using bibliometric analyses. Method: Microtia-related studies published from 2006 to 2020 were retrieved from the Web of Science Core Collection database. Keywords, first author, citations, date of publication, and publication journal were extracted and quantitatively analyzed using Bibliographic Item Co-Occurrence Matrix Builder software and the Bibliometric ( https://bibliometric.com/app ). VOSviewer was used to visualize research and form a network map on keywords and citations. Results: A total of 1031 articles from 2006 to 2020 were included. The number of articles showed an overall trend of growth over time. The United States and China are the top 2 countries in terms of the number of microtia-related articles. From the analysis of keyword clustering, keywords could be mainly divided into 4 clusters in the field of microtia research: surgery, tissue engineering, epidemiology, and rehabilitation including hearing-related treatments, evaluation of effects, and quality of life after surgery. The top 10 most frequently cited papers from 2006 to 2020 were also extracted and analyzed. Conclusion: A bibliometric research of microtia-related articles from 2006 to 2020 was conducted. This study may be helpful to understand the current research status of microtia and find the research trends in this field, thus proposing future directions for microtia research.

scholarly journals Scientometric analysis activity in the publication «life sciences» in the world and in Ukraine

2019 ◽  
pp. 23-33
Author(s):  
V.M. Yevtushenko
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Journal Citation Report ◽  
Life Sciences ◽  
Scientometric Analysis ◽  
Research Areas ◽  
The World ◽  
Scientific Papers ◽  
Scientific Fields ◽  
The Web

The article is devoted to the study of the state and trends of the publishing activity of Ukrainian scientists and leading countries in the field of life sciences («Life sciences»). The Web of Science Core Collection (WoS CC), Journal Citation Report (JSR) and InCites, as well as classifications of scientific fields designed to structure the publication flow of scientific papers and journals in these information resources, are used for the research base – Web of Science Categories and Research Areas. The article presents the results of the author’s research on the publication indices of scientists of Ukraine and the leading countries of the world for the period 2008-2018 in the field of “Life Sciences” according to the international science-computer database of Web of Science. Conclusions about the growth of indicators of publication activity of scientific works in the field of “Life Sciences” are made. The tendency of a significant increase in their number in Ukraine has been revealed, but domestic studies do not represent all the areas of «Life Sciences» most popular in foreign scientists

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 A Scientometric Review on Rockburst in Hard Rock: Two Decades of Review from 2000 to 2019

Geofluids ◽  
2020 ◽  
Vol 2020 ◽  
pp. 1-17 ◽  
Author(s):  
Weizhang Liang ◽  
Bing Dai ◽  
Guoyan Zhao ◽  
Hao Wu
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Hard Rock ◽  
Scientometric Analysis ◽  
Knowledge Map ◽  
Evolutionary Trends ◽  
Future Directions ◽  
Knowledge Domains ◽  
Deep Underground ◽  
The Web

Considerable advances have been made from diverse perspectives in rockburst research to guarantee the safety of deep underground activities. However, to date, few reviews have been made to systematically analyze the overall research status of rockburst. This study is aimed at providing a scientometric review on rockburst research in hard rock from 2000 to 2019. First, a total of 430 papers were collected from the Web of Science Core Collection database. Then, the CiteSpace software was adopted to conduct a scientometric analysis from five main aspects. Finally, the existing knowledge domains and future directions were discussed. Based on the results of this study, main countries, institutions, authors, and journals of rockburst research were revealed, and some important papers, hot topics, and evolutionary trends were found out. This review contributes to the integrated knowledge map of rockburst research in hard rock and provides researchers a valuable and in-depth understanding in this domain.

scholarly journals Overtourism and tourismphobia

Tourism ◽  
2020 ◽  
Vol 68 (2) ◽  
pp. 156-169 ◽  
Author(s):  
Medéia Veríssimo ◽  
Michelle Moraes ◽  
Zélia Breda ◽  
Alan Guizi ◽  
Carlos Costa
Keyword(s):  
Core Collection ◽  
Web Of Science ◽  
Qualitative Approach ◽  
Future Research ◽  
Research Topics ◽  
The Past ◽  
Depth Analysis ◽  
Negative Impacts ◽  
Shed Light ◽  
The Web

This paper aims at examining how overtourism and tourismphobia are being approached as emergent research topics in current tourism literature. It conducts an analysis of 154 documents, indexed in the Web of Science (WoS) Core Collection and Scopus databases. The study follows a quantitative and qualitative approach, with the support of VOSviewer and HistCite softwares for a descriptive content analysis. The analysis focuses on highlighting important aspects in terms of the most frequent publication sources (authors and journals); co-citation, as well as dimensions and research streams; methodologies used; results obtained; and implications for future research. The literature review unveiled that the concepts of overtourism and tourismphobia are usually related to destinations’ development, negative impacts, and tourism policies and regulation. Results show that, although tourism excesses and conflicts have been studied for long, ‘overtourism’ and ‘tourismphobia’ have become usual terms, mainly within the past three years. Even though the adoption of the terms can be considered by some as a ‘trend’, the in-depth analysis of the topics shed light on how ‘old’ concepts can evolve to adapt to contemporary tourism issues. Further studies are needed in tracking the evolution of these topics and their implications on the future of tourism.

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