Evolution and hotspots of peer instruction: a visualized analysis using CiteSpace

Bicheng, Diao; Adnan, Nadia; Harji, Madhubala Bava; Ravindran, Latha

doi:10.1007/s10639-022-11218-x

Cited by 17 publications

(3 citation statements)

References 66 publications

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“…Keyword co-occurrence networks offer insights into a particular field's hotspots and core research topics [ 46 ]. Analysing the keyword co-occurrence in MMER allows for exploring active research areas and knowledge structures.…”

Section: Resultsmentioning

confidence: 99%

Research hotspots and development trends of model and modelling education research: Bibliometric analysis based on CiteSpace

Jin,

Jian

2024

Heliyon

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Section: Resultsmentioning

confidence: 99%

Research hotspots and development trends of model and modelling education research: Bibliometric analysis based on CiteSpace

Jin,

Jian

2024

Heliyon

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“…Analysis of article structure variation identifies an article's ability to create unusual or unexpected linkages between various clusters (Yan & Zhang, 2022). And keyword cluster analysis can explore the dynamic evolution of topics in the field of tourism footprint research (Bicheng et al, 2023).…”

Section: Methods and Softwarementioning

confidence: 99%

Knowledge Mapping of Tourism Footprint: A Bibliometric Review Based on CiteSpace

Chen,

Tan,

Chen

et al. 2024

Sage Open

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Sustainable tourism plays an important role in enhancing economic benefits, promoting the transformation of development methods, and strengthening international communication. And the tourism footprint is gaining research attention as an essential means for evaluating the sustainability of tourism. However, there have been few attempts to draw a scientific investigation map of the tourism footprint. With the purpose of reviewing systematically the research status and providing ideas for future research in this field, this study conducts a scientometric analysis of 517 academic publications on tourism footprint with CiteSpace. We find that tourism footprint is gaining attention and promotion on a worldwide scale which is becoming a popular multidisciplinary study area. China, the United States, and England have the most productive institutions. There is a marked trend of cross-fertilization of research in this field with other disciplines. And we summarize three predominant research themes: the economic impacts of tourism development, the assessment of tourism footprint, and the promotion of sustainable tourism. Developing a consensus model for tourism footprint accounting and establishing a dynamic monitoring mechanism may get more attention in the future.

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“…Research on the environmental aspect considers the physical setup of smart classrooms, including design [46], interaction between equipment and student use, and impact on smart campuses development [47]. Burst detection, which is mainly used for trend identification [48], was applied to the literature on smart classrooms, and the results are shown in Figure 14. Burst refers to the intensity of the sudden appearance of keywords for a research topic in a specific field within a certain period [49].…”

Section: ) Keyword Co-occurrence Analysismentioning

confidence: 99%

Visualization Analysis of Smart Classroom Research Based on CiteSpace

Chen,

Zhao

2024

IEEE Access

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As technology continues to advance, the process of educational informationization is progressing steadily. This has made research on smart classrooms increasingly mainstream. However, understanding evolving trends in this field remains a complex challenge. This study explored the current status and future directions of smart classroom research. We conducted a visualization analysis using CiteSpace software. First, we retrieved research literature related to smart classrooms from the Web of Science Core Collection from 1990 to 2023. We then performed descriptive analysis and visualization scientometrics analysis, including the construction of co-citation, collaboration, and co-occurrence networks. From the co-citation network, we identified prominent journals, authors, and core literature on smart classroom research. Collaboration network analysis highlighted the patterns among researchers, institutions, and international collaborations. The co-occurrence network revealed the main categories and directions of research. By integrating descriptive and visualization-based scientometric methods, we delineated the developmental stages of smart classroom research, discussed current hot topics, and suggested future research avenues.

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Evolution and hotspots of peer instruction: a visualized analysis using CiteSpace

Cited by 17 publications

References 66 publications

Research hotspots and development trends of model and modelling education research: Bibliometric analysis based on CiteSpace

Research hotspots and development trends of model and modelling education research: Bibliometric analysis based on CiteSpace

Knowledge Mapping of Tourism Footprint: A Bibliometric Review Based on CiteSpace

Visualization Analysis of Smart Classroom Research Based on CiteSpace

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