Knowledge structure and global trends of machine learning in stroke over the past decade: A scientometric analysis

Wu, Mingfen; Yu, Kefu; Zhao, Zhigang; Zhu, Bin

doi:10.1016/j.heliyon.2024.e24230

Cited by 1 publication

(1 citation statement)

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“…The critical value for identifying hotspot keyword frequency was calculated using the formula M = 0.749N 1/2 max , where M represents the lower bound for hotspot frequency and Nmax is the highest occurrence frequency. With Nmax set at 54, M was calculated as 5.50, indicating that keywords with frequencies above 5.50 are considered research hotspots [86]. Therefore, the identified research hotspots in urban renewal and traditional village cultural heritage include cultural heritage conservation, sustainable development, sustainability, urban regeneration, heritage preservation, adaptive reuse, heritage conservation, industrial heritage, and urban renewal.…”

Section: Keyword Analysis 431 Keyword Co-occurrence Analysismentioning

confidence: 99%

Trends and Future Directions in Research on the Protection of Traditional Village Cultural Heritage in Urban Renewal

Xia,

Gu,

et al. 2024

Buildings

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The process of urbanization has accelerated economic growth while also presenting social challenges. Urban renewal is crucial for achieving sustainable urban development, especially by preserving traditional villages as cultural heritage sites within cities. This study employs Python algorithm programming and visual analysis functions to conduct a bibliometric analysis of 408 research papers on the preservation of traditional village cultural heritage in urban renewal from 1999 to 2023 in the Web of Science core database. The objective is to examine the historical background, current status, and future trends in this area. The analysis explores cooperation networks, co-citation relationships, co-occurrence patterns, and emerging characteristics of research on traditional village cultural heritage protection in urban renewal. It focuses on various aspects, such as authors, institutions, countries, journals, documents, and keywords. The results indicate that the study of traditional village cultural heritage protection in urban renewal can be divided into three developmental stages. “Sustainable development”, “cultural heritage”, “historic urban landscapes”, and “rural revitalization” are the research hotspots and future trends in this field. The results of this study provide a comprehensive overview of the evolution of research hotspots in this field and can help researchers willing to work in this research area quickly understand the research frontiers and the general situation.

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Section: Keyword Analysis 431 Keyword Co-occurrence Analysismentioning

confidence: 99%