Scientific Knowledge Mapping Research Articles

Research trends in nutritional interventions for stroke: a bibliometric analysis and literature review

BackgroundOver the past 23 years, there has been a thorough analysis of literature concerning nutritional interventions, nutrients, and feeding approaches related to stroke. Furthermore, a scientific knowledge map was established, elucidating the current state of research, examining its development and trends, and offering new research viewpoints for the future. This study aimed to investigate global and emerging research trends in nutritional interventions for stroke from 2000 to 2023 through bibliometric analysis.MethodsA bibliometric analysis of literature from the Core Collection of Scientific Networks for the years 2000–2022 was conducted. CiteSpace, VOSviewer, and bibliometric graphical software were used to identify major contributors to publications, including authors, countries, institutions, journals, references, and keywords.ResultsThe bibliometric analysis yielded a total of 464 publications. This is a gradually increasing number in terms of the number of publications during the study period. China had the highest number of publications. Clinical Nutrition” was the journal with the highest number of relevant publications, and the most commonly used keywords were “stroke,” “nutrition” and “malnutrition.”ConclusionThese analyses reveal research trends in nutritional therapy for stroke from 2000 to 2023 and point to prospective research frontiers. This study provides a deeper understanding of what nutritional treatment of stroke entails and provides guidance and support for future research in this area.

Research trends and hotspots in biologics for plaque psoriasis: A bibliometric study from 2004 to 2023

Biologics have revolutionized the management of plaque psoriasis and are flourishing. We aimed to construct a knowledge structure in this field through bibliometrics, analyze research trends and cutting-edge hotspots to inspire future research directions, and provide valuable references for clinical decisions. Publications on biologics for plaque psoriasis in the Web of Science database core collection from 2004 to 2023 were searched. Bibliometric analysis and scientific knowledge mapping were performed with R, CiteSpace, and VOSviewer software. 2,672 articles written by 9,474 authors from 67 countries were included in the study. The number of annual publications has steadily increased over the last 20 years. The most prolific countries, institutions, and authors were the United States, Novartis, and Prof. Reick K., respectively. Reference analysis categorized the research base of the field into 10 main clusters. "Efficacy" and "safety" were the most frequent keywords, and cluster analysis categorized the research in this area into four groups. Burst detection captured current hot keywords including interleukin (IL)-17 inhibitors, IL-23 inhibitors, "drug survival," "discontinuation," "Covid-19," "real-world," and "clinical features." Global publications on biologics research in plaque psoriasis have grown steadily and rapidly over the past two decades. Efficacy and safety are the highest topics of concern for researchers, and IL-17 inhibitors, IL-23 inhibitors, real-world studies, efficacy prediction, and retreatment after biologics failure or discontinuation are current research hotspots.

중국 현대 주방 디자인 연구 동향 시각화 분석

Kitchen has experienced thousands of years of development and change, is the witness and epitome of social and economic metamorphosis and cultural development. 21st century, China's modern kitchen design has undergone a great transformation, in order to clarify the current situation and development trend of kitchen design research in China over the past 20 years, the literature of three Chinese databases was used as the data source, and Cite Space V metrological visual analysis tool was used to map the scientific knowledge of 906 key literature. The scientific knowledge map was drawn. We analysed the publication volume, research institutions, research authors and keywords of the literature from 2000 to 2023, and sorted out the research profiles and trends. Research content from the cabinet design and cabinet design to the study of the behaviour of workers, the object of research from a wide range of people to focus on specific groups of special groups, from the surface layer of sensory design optimization to the essence of the layer of space within the depth of the ethical, the future development trend of the kitchen to become the focus of the direction of the study will be to the space scenarios, science and technology-enabled design, the use of the population segments and other perspectives will continue to be explored in-depth.

China’s spatial and temporal position in the global research network of information behavior and its current development dynamics

PurposeThis paper aims to objectively present the research dynamics of China in the field of information behavior and its development trends. Firstly, it incorporates China’s research in the field of information behavior into the global research network of information behavior, analyzing the changes in the status of Chinese scholars and their research institutions in the global research network from 1991 to 2022, the trends in publication volume and the cooperation relationships with other countries. Then, it conducts a detailed analysis of China’s research categories, groups, theoretical models and hot topics in different information contexts in the past five years (2018–2022).Design/methodology/approachThe study retrieved research literature related to information behavior in China from 1991 to 2022 in the Web of Science database. It then utilized a national/institutional cooperation network map to analyze the changes in the status of Chinese scholars/institutions in the global research network during this period, publication volume trends and cooperation relationships with other countries. Furthermore, it employed keyword co-occurrence network maps to analyze the key categories, groups, theories and models of China’s research in different information contexts in the past five years. Based on this, it used keyword clustering network maps to analyze the hot topics of China’s research in different information contexts in the past five years.Findings(1) China’s research in the field of information behavior started relatively late, but the volume of publications has grown rapidly since 2004, currently ranking second globally in cumulative publication quantity. However, the influence of the literature published by China is limited, and there is a lack of research institutions with global influence. (2) In the last five years, China has conducted extensive research in various information contexts. Among these, most research was conducted in work contexts, followed by healthcare contexts, especially studies related to epidemics. (3) Current research on information behavior in China is characterized by expanded and refined research groups, diversified research categories, continuous expansion and enrichment of research contexts, increased interdisciplinary nature of research and continuous innovation in research methods and theoretical models.Originality/valueThis study, utilizing a scientific knowledge map, elucidates China’s position in global information behavior research, with a specific emphasis on analyzing China’s research hot topics and trends in this field over the past five years. It aims to provide valuable resources for scholars interested in understanding the status of information behavior research in China and to offer some guidance for scholars currently or intending to engage in information behavior research.

Analysis of hot spots and trends in rolling bearing fault diagnosis research based on scientific knowledge mapping

As a key component of mechanical equipment, real-time monitoring and diagnosis of rolling bearings play a critical role in ensuring the stable operation of equipment and the safety of operators. In order to present the current status and trends of fault diagnosis research on rolling bearings more intuitively, the scientific knowledge mapping was used to visualize and analyze the relevant literature in the article. The results show that the number of publications in this area of research has grown significantly in recent years, with China, India, the United States, and England having contributed significantly. The journals such as MECHANICAL SYSTEMS AND SIGNAL PROCESSING, MEASUREMENT, and JOURNAL OF SOUND AND VIBRATION have played an important role in disseminating cutting-edge technologies in this field. In addition, the exploration of modern methods based on data-driven and artificial intelligence, as well as their application to real-world problems, are gradually becoming the focus of research. Through summarising and analysing, the application of modern data processing techniques, the development of more efficient and practical intelligent fault diagnosis techniques, and the close integration of laboratory research and practical applications will become future research trends.

Bibliometric Analysis of Historical Block Renewal Research at Home and Abroad based on the Scientific Knowledge Map

The renewal of historical blocks plays an extremely important role in the process of urbanization. However, there are few studies focus on the time distribution of the relevant literature corresponding to the renewal of historical blocks and cannot provide a more cutting-edge opinion conclusion. Therefore, this study aims to explore the law of time distribution in the literature study the renewal of historical blocks. This paper uses the scientific knowledge mapping software CiteSpace to systematically visualize the scientific literature in the field of historical block renewal and its many related fields. To start with, the bibliometric analysis of historical block renewal is carried out. This paper makes a bibliometric analysis of the time distribution, keyword distribution, literature release time, mutation keywords, author density, author network, and other data. This paper finds that the literature in the field of historical district renewal in CSSCI and Peking University core journals has been studied more rapidly in the past decade than in previous years. The increase in the number of papers has increased sharply, and the research hotspots have focused on organic renewal and functional replacement. Among them, micro-renewal, place spirit, and industrial sites are the most concerned frontiers. Based on the above results, this paper summarizes the development trend of the main cutting-edge technologies of the renewal of historical blocks and puts forward relevant suggestions for the development of the renewal field of historical blocks in China.

VISUALIZING TOURISM TRANSLATION LITERATURE (2002-2023): A BIBLIOMETRIC REVIEW

Background and Purpose: With the rapid development of tourism, language plays a significant role in influencing a tourist’s decisions when planning their trip, especially if they do not speak the language of the destination. Given the critical nature of information in the tourism industry, translating tourism materials for international tourists becomes essential. However, there has been limited bibliometric review on the issue. Thus, this bibliometric review aims to comprehend the existing literature and provide a visualized profile for various themes by analyzing hotspots, emerging trends, and the evolution of tourism translation studies.
 
 Methodology: A bibliometric review was conducted using the China National Knowledge Infrastructure (CNKI). The review utilized CiteSpace software to generate a scientific knowledge map and visually analyzed 2764 research articles on tourism translation published in CNKI over the past 21 years (from 2002 to 2023). The analysis encompassed time, author, and institution mapping, keyword clustering, and the identification of emerging words.
 
 Findings: The findings indicated that the study of tourism translation had sparked researchers’ enthusiasm, resulting in a general increase in the number of articles. Furthermore, various theoretical frameworks, including Skopos theory, Translation Aesthetics theory, and Adaptation theory, have been extensively analyzed in tourism texts. Although significant progress has been made in the exploration of translation strategies, there is still considerable room for advancement in terms of research methodology and perspective.
 
 Contributions: This bibliometric review contributes to the advancement of knowledge in tourism translation, helps shape future research directions, and offers practical guidance for industry professionals, researchers, and policymakers involved in the tourism sector.
 
 Keywords: Chinese-English translation, tourism translation, visual analysis, tourism materials, CiteSpace.
 
 Cited as: Shang, X. Y., Mat. N. H. C., & Teh, H. S. (2024). Visualizing tourism translation literature (2002-2023): A bibliometric review. Journal of Nusantara Studies, 9(1), 174-192. http://dx.doi.org/10.24200/jonus.vol9iss1pp174-192

Bibliometric Analysis of Research Hotspots and Frontiers in Progress towards the Sustainable Development Goals

The United Nations Sustainable Development Goals (SDGs), established in 2015, are binding targets for monitoring the sustainable status of all countries in the world. Developing localized SDGs indicator systems, assessing SDGs progress comprehensively, and creating policy tools have gradually become the hotspots of scientific research and practical application of the SDGs. To systematically sort out the research status of the SDGs progress and identify problematic gaps, this paper uses bibliometric methods to analyse the scientific knowledge mapping of SDGs research, sort out the general characteristics, scientific cooperation, cutting-edge hotspots and future research trends of SDGs research. Besides, this paper promotes the integration of academic research into concrete practice by linking it to mainstream SDGs progress reports. The results show that: ① The amount of SDGs research literature in 2015–2022 is on a growing trend, and the existing research is characterised by multidisciplinary crossover. Research institutions such as Utrecht University, the Chinese Academy of Sciences, and the University of the Chinese Academy of Sciences have contributed the most to SDGs research. ② The research hotspots include the SDGs practice of different responsible subjects, the comprehensive assessment of the progress of SDGs, the scientific research of SDGs indicators, and the research on the interaction between the goals of SDGs. ③ Environmental issues, indicators, energy transition, education and agriculture are the hot directions of SDGs research. Energy saving and carbon reduction, sustainable practices of supply chain management, and promoting the progress of environmental dimension goals are the focus of subsequent research. According to the results of the bibliometric analysis, future SDGs research should pay attention to strengthening multi-party cooperation, using innovative technologies to support the assessment of SDGs progress, and formulating sustainable development strategies.

Research on the Hotspots and Development of “Internet+ Nursing Services” in China: A Bibliometric Analysis Based on CiteSpace

Objective: This study aims to explore the current research status, hotspots, and trends of the emerging nursing model of “Internet+ nursing service” in China, and to provide theoretical references for further research and development. Methods: The literature related to “Internet+ nursing service” was retrieved from the China National Knowledge Infrastructure (CNKI), Wanfang database, VIP database, and SinoMed. Subsequently, visual analysis was performed using the CiteSpace scientific knowledge mapping software. Results: A total of 1223 articles were included. The number of papers published in this field has been increasing yearly, and a core group of authors has been formed. Research institutions are mainly comprised of universities and hospitals and a high percentage of projects were funded provincially and municipally, while the least percentage of projects were funded nationally. The main research hotspots include the nurse standardized management for online appointments, the current application situation for the nursing model, and factors influencing its application amongst the elderly and also in women and children’s groups. Conclusion: Although the “Internet+ nursing service” in China is still in its early stages, considerable progress has been made in relevant research. Future research should focus on identifying and omitting factors that hinder the industry’s growth, thereby establishing an effective long-term model of care.

The Academic Landscape of Domestic Data Journalism Research over a Decade—An Analysis Based on CiteSpace Visualization of Scientific Knowledge Mapping (2013~2023)

The Academic Landscape of Domestic Data Journalism Research over a Decade—An Analysis Based on CiteSpace Visualization of Scientific Knowledge Mapping (2013~2023)

我国幼儿社会退缩研究热点与趋势：基于CiteSpace科学知识图谱的可视化分析

我国幼儿社会退缩研究热点与趋势：基于CiteSpace科学知识图谱的可视化分析

CiteSpace-based Visualisation Analysis of Karate Athletes’ Characteristics of Technique Usage

Abstract With the rapid development of the world karate program, the international competition situation is becoming more and more intense, and the techniques and tactics are gradually moving from single to multiple. This paper uses CiteSpace and kinematic parameters to visualize and analyze the technical movement characteristics of karate. Based on the point and angle parameters in kinematics, the movements of karate athletes on the field are expressed in the form of coordinate points. Scientific knowledge mapping was used to transform the characteristics of karate athletes’ technical use from abstract concepts to diagrams with practical significance and to realize the tactical analysis of the use of karate techniques by players of different weight classes. The results showed that among the movement techniques 571, the most frequently used technique was boxing, followed by kicking, combination techniques, and wrestling, with 265, 197, 35, and 84 times, respectively. In terms of technique success rate, boxing technique had the highest success rate of 40.6%, while leg technique was second with 35.3%. Out of 2344 boxing techniques used, the middle back fist technique was used 1034 times, and the upper back fist technique was used 850 times, which were the two most used techniques.

The Academic Landscape and Development of City Brand Image Research in China: Visualization based on the CiteSpace Scientific Knowledge Map

The Academic Landscape and Development of City Brand Image Research in China: Visualization based on the CiteSpace Scientific Knowledge Map

Retracted: Where Does Digital Entrepreneurship Go? A Review Based on a Scientific Knowledge Map

Retracted: Where Does Digital Entrepreneurship Go? A Review Based on a Scientific Knowledge Map

A review of applied research on low-carbon urban design: based on scientific knowledge mapping.

The construction of low-carbon cities is an essential component of sustainable urban development. However, there is a lack of a comprehensive low-carbon city design and evaluation system that incorporates "carbon sink accounting-remote sensing monitoring-numerical modelling-design and application" in an all-around linkage, multi-scale coupling, and localized effects. This paper utilizes the Citespace tool to evaluate low-carbon city design applications by analyzing literature in the Web of Science (WOS) core collection database. The results reveal that low-carbon cities undergo four stages: "measurement-implementation-regulation - management." The research themes are divided into three core clustering evolutionary pathways: "extension of carbon sink functions," "spatialisation of carbon sink systems," and "full-cycle, full-dimensional decarbonisation." Applications include "Utility studies of multi-scale carbon sink assessments," "Correlation analysis of carbon sink influencing factors," "Predictive characterisation of multiple planning scenarios," and "Spatial planning applications of urban sink enhancement." Future low-carbon city construction should incorporate intelligent algorithm technology in real-time to provide a strong design basis for multi-scale urban spatial design with the features of "high-precision accounting, full-cycle assessment and low-energy concept."

A Bibliometric and Scientific Knowledge Map Study of Migraine Treatment from 2013 to 2022.

Migraine treatment research has made much great progress over the past decade. However, there have been few bibliometric studies conducted so far. In this study, bibliometric analysis was used to explore the current status and future trends of migraine treatment research. Migraine treatment-related articles were retrieved from the Web of Science Core Collection on December 7, 2022. Quantitative variables were analyzed by the R-tool bibliometrix and Excel 2020. VOS viewer and CiteSpace software were used to visualize citation, co-authorship, co-occurrence, and co-citation analysis of countries/regions, organizations, authors, references, and keywords. A total of 3294 articles were included with the global publication output showing a slow upward trend. The United States was the most productive country with 1116 papers and gained the most citations. Albert Einstein College of Medicine was the most active institution with 176 papers. Headache published the most articles in this domain, while Cephalalgia was the most commonly co-cited journal. Lipton, RB published the most articles and had the most citations. Tepper S, 2017, Lancet neurology and Silberstein S, 2004, Cephalalgia were defined as classic articles. The current research mainly focuses on CGRP-related therapeutics, such as fremanezumab, erenumab and ubrogepant. Based on the analysis of bibliometric data on migraine treatment over the past decade, the trends and the knowledge graph of the country, organization, author, reference, and the keyword were identified, providing accurate and quick positioning of the critical information in the domain.

A Bibliometric Analysis of Enterprise Social Media in Digital Economy: Research Hotspots and Trends

With the rise of the digital economy, new business models have expedited the progress of corporate digital transformation. The mobile internet era has made enterprise social media a popular tool for employee communication. Summarizing the development and trends of enterprise social media research is beneficial for identifying future research topics. This paper analyzes the literature from the Web of Science core collection database and employs CiteSpace software to develop a scientific knowledge map, providing a visual analysis of the literature on enterprise social media in the context of the digital economy. The paper presents the research hotspots and evolutionary paths of enterprise social media, thereby clarifying the future development trends in this field. The study reveals that there is a relatively limited amount of literature on this topic, and collaboration among authors is not strong. Most research is conducted by higher education institutions in China and the United States. The research hotspots revolve around the theme of enterprise social media, covering topics such as knowledge sharing, communication, and performance. The research themes have undergone a transition from singularity to diversity. Finally, this paper proposes future research prospects in three areas: the human–computer collaborative model against the backdrop of artificial intelligence, user privacy disclosure and protection, and the impact of enterprise social media usage on the mental and physical health of employees. These prospects aim to provide valuable insights for subsequent research endeavors.

Review and Prospect of Domestic Rural Housing Planning Research Based on CiteSpace

Based on the database platform of China National Knowledge Network, this paper selects literature research objects related to "rural housing" from 5 major journals of urban planning, such as "Urban Planning Forum", and uses CiteSpace software to visualize the data of relevant journal literature from 1994 to 2022, so as to obtain the scientific knowledge map of domestic rural housing research. Further get the development and evolution of related research, research hotspot and future trend. The results show that: the number of domestic rural housing papers presents a rising trend, but in 2022, there will be a cliff drop; The research process has changed from the topic of inheritance and protection of rural traditional houses and planning exploration of rural well-off residential areas, under the urban-rural integration and new rural policy, to the research on specific solutions to rural, rural and rural issues, and then to the beautiful countryside policy, the research direction is diversified, and different rural areas put forward targeted protection and development methods for different situations; The research focuses on the guidelines and development direction of rural planning and construction, the inheritance, protection, renewal and development of rural dwellings, and problems encountered in rural planning practice. In the future, more in-depth studies will be conducted on traditional villages and rural revitalization.

Research hotspots and new trends in the impact of resistance training on aging, bibliometric and visual analysis based on CiteSpace and VOSviewer.

Resistance training (RT) can intervene in aging, which can effectively improve trainees' life. However, unhealthy living habits such as irregular life, obesity and hyperlipidemia, and chronic diseases lead to a significant decline in the energy level of the population, seriously affecting the health of the population. Our research identifies the research hotspots of RT to intervene in aging from the perspective of bibliometrics, predicts research frontiers and development trends, and provides more perspectives for research on aging populations. In this study, we used CiteSpace and VOSviewer visualization software to draw the scientific knowledge map of countries/regions, institutions, authors, co-occurrence keywords, and co-cited references of published articles, and explore the Web of Science core collection database all about the RT intervention aging research status, hotspots, frontiers, and development trends of articles on aging. Among the 760 articles that meet the inclusion criteria, the number of articles published and the frequency of citations have increased steadily in the past 5 years. Judging from the countries/regions, institutions, scholars, and journals that published articles, the ones with the largest numbers are the USA, Univ Estadual Londrina, Cyrino ES, and Exp Gerontol. The ones with the highest influence are England, Univ Arkansas Med Sci, Frontera WR, and Biochem Biophys Rep Co. The top five co-occurrence keywords of include exercise, strength, resistance training, skeletal muscle, and muscle strength. The research frontier is physical function. In the field of RT intervention aging research, relevant scholars deserve further in-depth research and exploration. The United States, Brazil, Canada, and other economically developed countries/regions, institutions, and authors have greater influence and productivity. These quantitative research results can provide references for relevant scholars' follow-up research and government departments to formulate and modify health policies or measures.

Artificial Intelligence and Information Processing: A Systematic Literature Review

This study aims to understand the development trends and research structure of articles on artificial intelligence (AI) and information processing in the past 10 years. In particular, this study analyzed 13,294 papers published from 2012 to 2021 in the Web of Science, used the bibliometric analysis method to visualize the data of the papers, and drew a scientific knowledge map. By exploring the development of mainstream journals, author and country rankings, keyword evolution, and research field rankings in the past 10 years, this study uncovered key trends affecting AI progress and information processing that provide insights and serve as an important reference for future AI research and information processing. The results revealed a gradual increase in publications over the past decade, with explosive growth after 2020. The most prolific researchers in this field were Xu, Z.S.; Pedrycz, W.; Herrera-Viedma, E.; the major contributing countries were China, the USA, and Spain. In the AI and information processing research, keywords including “Deep learning”, “Machine learning”, and “Feature extraction” are components that play a crucial role. Additionally, the most representative research areas were “Engineering”, “Operations Research and Management Science”, and “Automation Control Systems”. Overall, this study used bibliometric analysis to provide an overview of the latest trends in artificial intelligence and information processing. Although AI and information processing have been applied to various research areas, many other sub-topics can be further applied. Based on the findings, this study presented research insights and proposed suggestions for future research directions on AI and information processing.