Mapping Knowledge Domain Analysis in Smart Education Research

Guo, Xingrong; Li, Xiang; Guo, Yiming

doi:10.3390/su132313234

Cited by 22 publications

(23 citation statements)

References 53 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Among them, CiteSpace is a particularly popular knowledge mapping tool, which combines co-citation analysis, collaborative network, and evolutionary trend detection, and can be used to identify research fields and future trends in literature [25]. Moreover, the visualization tool VOSviewer exploited by Eck and Waltman is also extensively applied [26], which can characterize the relationship between the structure, evolution, and collaboration of knowledge domains in the way of drawing scientific knowledge mapping [27].…”

Section: Introductionmentioning

confidence: 99%

Research Status, Hotspots, and Evolution Trend of Decision-Making in Marine Management Using VOSviewer and CiteSpace

Yang

Hua

2022

Mathematical Problems in Engineering

View full text Add to dashboard Cite

Clarifying the research status, hotspots, and evolution trend of the field of research on decision-making in marine management has certain reference significance for the scholars and decision makers in the field of decision-making in marine management at the theoretical and practical levels. In view of this, this study used 443 pieces of literature retrieved from the Web of Science from 2002 to 2021 as the data source. It adopted the methods of statistical analysis and bibliometric analysis to conduct knowledge mapping visualization analysis in the field of research on decision-making in marine management. The results show that ①there is a high correlation between the level of economic development among countries/regions and the number of publications, and the geographical distribution is closely related to the intensity of research cooperation; ②the research organizations show the characteristics of the diversified distribution. Moreover, although there is no noticeable difference in scientific research output among research organizations, influential research organizations such as NOAA, The Nature Conservancy, and so forth have emerged; ③the author groups as a whole do not show a high cooperation intensity, but there are also scholars with high cooperation intensity within the internal group and other research groups; ④the research hotspots distribution in the field of decision-making in marine management is relatively extensive and belongs to a multidimensional and multiperspective systematic research. Furthermore, the research focuses on subdivision research hotspots mainly involving ecosystem services, knowledge exchange, decision analysis, multicriteria decision, decision support, fisheries management, specific mathematical models and theories, etc; ⑤from the perspective of the evolution trend, it can also be found that different clusters show the evolution trend of overlapping common features and individual features.

show abstract

Section: Introductionmentioning

confidence: 99%

Research Status, Hotspots, and Evolution Trend of Decision-Making in Marine Management Using VOSviewer and CiteSpace

Yang

Hua

2022

Mathematical Problems in Engineering

View full text Add to dashboard Cite

show abstract

“…Related publications quantity distribution is a key indicator, which reveals the historical development tendency of a scientific discipline or a research field, and it will help to detect the publication trends ( Guo X. R. et al, 2021 ). Annual distribution and citations of publications related to CL are shown in Figure 2 .…”

Section: Resultsmentioning

confidence: 99%

“…Bibliometric analysis was usually used to evaluate the distribution patterns or contribution of authors, journals, institutions, or countries, and their cooperation relationship among them ( Van Nunen et al, 2018 ). The most important feature of bibliometrics is that its output must be “quantity” ( Guo X. R. et al, 2021 ). Through scientific identification, comprehensive statistics, and systematic literature collation, researchers can quickly interpret a large number of documents and extract key information ( Guo et al, 2019 ).…”

Section: Introductionmentioning

confidence: 99%

A Bibliometric Analysis of Child Language During 1900–2021

Guo

2022

Front. Psychol.

View full text Add to dashboard Cite

This study purposed to provide a bibliometric overview of child language (CL) research from 1900 to 2021 and identify major trends in CL. A total of 48,453 research articles related to the CL were identified from the Web of Science. Co-authorship, co-word, and co-citation analysis was conducted by using VOSviewer and CiteSpace. The following was analyzed: annual distribution of related papers; related disciplines; mainstream journals; geographical and institutional distribution; hot topics; keyword burst detection; and co-citation analysis of journals, authors, and references. Results showed that, under the impact of new empirical methods and new theories, the field of CL is undergoing great changes. Research hotspot and the research trends mainly concentrated on autism spectrum disorder, school readiness, oral language, reading comprehension, exposure, bilingualism, vocabulary, input, skills, kindergarten, cochlear implants, and intervention. More and more pieces of research focus on the individual difference in CL development and the importance of intervention in language education by typically developing children and some children with disabilities or language disorders. Besides, child second language acquisition also attracted a lot of attention. This bibliometric analysis is of great reference significance for researchers to understand the progress and discipline development trend in this field.

show abstract

“…In recent years, researchers have successfully developed and updated the software and equipment to realize XR, which has brought new opportunities and challenges to the construction of digital learning environment [18,75]. In the personalized learning of XR education, students generally have unique learning paths and learning methods, which need to be supported by learning environment and learning resources different from others.…”

Section: Discussionmentioning

confidence: 99%

“…As shown in Figure 7b, keywords occurring in 2019 according to the number of occurrences were ranked as follows: challenges (87), engagement (78), and higher education (79). Keywords occurring in 2018 were as follows: augmented reality (819), mixed reality (118), outcomes (84), mobile learning (80), motivation (79), framework (75), games (70), perceptions (65), meta-analysis (58), attitudes (57), acceptance (47), cognitive load (47), and immersion (46). Keywords occurred the earliest in 2012 were as follows: operating-room (158), laparoscopy (132), acquisition (113), technical skills (87), laparoscopic surgery (84), computer simulation (66), Internet (58), and multimedia (47).…”

Section: Inspiration 451 Current Trending Topicsmentioning

confidence: 99%

The Development of Extended Reality in Education: Inspiration from the Research Literature

Guo

Liu

2021

Sustainability

Self Cite

View full text Add to dashboard Cite

Education is an important driving force for sustainable social development. Emerging technologies such as extended reality (XR), including augmented reality (AR), virtual reality (VR) and mixed reality (MR), have been widely used. Recently, a large number of theoretical and empirical studies on the use of XR in the field of education for sustainable development have emerged. This paper uses bibliometric analysis to analyze the publication and citation trends of articles, prolific authors, institutions and countries, influential works, current topics, emerging trends, and knowledge structure to explore the overall productivity and XR research trends in the field of education for the period 1991–2021. Future development directions are also considered. On the basis of bibliometric analysis, this paper puts forward suggestions for the application of XR in the field of education for sustainable development.

show abstract

Mapping Knowledge Domain Analysis in Smart Education Research

Cited by 22 publications

References 53 publications

Research Status, Hotspots, and Evolution Trend of Decision-Making in Marine Management Using VOSviewer and CiteSpace

Research Status, Hotspots, and Evolution Trend of Decision-Making in Marine Management Using VOSviewer and CiteSpace

A Bibliometric Analysis of Child Language During 1900–2021

The Development of Extended Reality in Education: Inspiration from the Research Literature

Contact Info

Product

Resources

About