Bibliometric and visualized analysis of elite controllers based on CiteSpace: landscapes, hotspots, and frontiers

Yuan, Xingyue; Lai, Yu

doi:10.3389/fcimb.2023.1147265

Cited by 5 publications

(5 citation statements)

References 56 publications

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“…In Figure 3 A, nodes of high centrality (Centrality ≥ 0.1) are encircled by a distinct purple ring, with the ring’s thickness proportional to the centrality value, visually signifying the node’s significance. [ 16 ] The color transition from yellow to green spans from 2013 to 2020.…”

Section: Resultsmentioning

confidence: 99%

The top 100 most cited articles in the treatment of basal cell carcinoma over the last decade: A bibliometric analysis and review

Lin,

Luo,

Zhuo

et al. 2024

Medicine

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Basal cell carcinoma (BCC) represents the most prevalent cancer globally. The past decade has witnessed significant advancements in BCC treatment, primarily through bibliometric studies. Aiming to perform a comprehensive bibliometric analysis of BCC treatments to comprehend the research landscape and identify trends within this domain, a dataset comprising 100 scientific publications from the Web of Science Core Collection was analyzed. Country co-operation, journal co-citation, theme bursts, keyword co-occurrence, author co-operation, literature co-citation, and field-specific references were examined using VOSviewer and CiteSpace visualization tools. These articles, published between 2013 and 2020, originated predominantly from 30 countries/regions and 159 institutions, with the USA and Germany at the forefront, involving a total of 1118 authors. The keyword analysis revealed significant emphasis on the hedgehog pathway, Mohs micrographic surgery, and photodynamic therapy. The research shows developed nations are at the forefront in advancing BCC therapies, with significant focus on drugs targeting the hedgehog pathway. This treatment avenue has emerged as a crucial area, meriting considerable attention in BCC therapeutic strategies.

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Section: Resultsmentioning

confidence: 99%

The top 100 most cited articles in the treatment of basal cell carcinoma over the last decade: A bibliometric analysis and review

Lin,

Luo,

Zhuo

et al. 2024

Medicine

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“…Keywords are domain terms that can briefly and concisely summarize the core theme and reflect the core content of an article at a high level [74]. The results of the keywords co-occurrence analysis (Table 4 and Figure 6) are highly similar to those of international animal welfare science [15], suggesting that the research hotspots in the field of farm animal welfare in China are similar to those of international animal welfare science.…”

Section: Research Hotspotsmentioning

confidence: 89%

Farm Animal Welfare Is a Field of Interest in China: A Bibliometric Analysis Based on CiteSpace

Cui,

Tang,

Deng

et al. 2023

Animals

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Farm animal welfare research conducted in China is not commonly accessed or known outside of China, which may lead to the assumption that farm animal welfare receives relatively little attention in China. Therefore, a bibliometric analysis was conducted on the existing Chinese farm animal welfare literature to provide robust evidence to refute this assumption. A total of 1312 peer-reviewed Chinese studies on farm animal welfare published between March 1992 and June 2023 were retrieved from the Web of Science (WoS) and the China National Knowledge Infrastructure (CNKI) database. CiteSpace software was used to analyze and visualize the number, species, authors, institutions, journals, and keywords of the papers. In China, farm animal welfare research has gone through the processes of an early stage (1992–2001), rapid-growth stage (2002–2007), and mature stage (2008–present), and the scale of research continues to grow. Notably, swine and chickens have received priority attention in this area. A Matthew effect was observed for authors and institutions, with relatively little collaboration among authors and institutions. Most of the papers were published in a small number of journals, with an apparent agglomeration characteristic. The research hotspots, summarized as “feed and diet”, “environmental impacts and control”, “integrated rearing management”, “injury and disease”, “behavior and technologies for behavior monitoring”, “genetic analysis”, “welfare during transport and slaughter”, “welfare-friendly animal product consumption”, “attitudes toward farm animal welfare”, and “healthy breeding”. The keywords “computer vision”, “recognition”, “temperature”, “precision livestock farming”, “laying hen”, and “behavior”, represent the major research frontiers in the field, which could indicate potential areas of significant future research. The findings of the present bibliometric analysis confirm the fact that farm animal welfare is a field of interest in China. Farm animal welfare research in China tends to be pragmatic, with a strong emphasis on enhancing growth and production performance, as well as product quality, rather than solely concentrating on improving farm animal welfare. This paper provides insightful references that researchers can use to identify and understand the current status and future direction of the farm animal welfare field in China.

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“…The resulting enhanced IBPs for each author can be seen in Figures 5 to 6. [ 37 – 39 ] We would like to acknowledge the valuable insights provided by the timezone and landscape views [ 15 , 16 ] in CiteSpace software. [ 17 ] The citations between the citing and cited articles were incorporated into the enhanced IBPs, further enriching the visual representation.…”

Section: Discussionmentioning

confidence: 99%

“…The conventional IBPs possess distinct characteristics, [ 5 – 9 ] which include each article is represented by a dot on the plot, the rows correspond to publication years, while the columns represent normalized citations, ranging from 0% to 100% based on the research discipline, and by clicking on a dot, the associated article can be accessed and read online. The improved version of IBPs is anticipated to offer a more comprehensive research profile by incorporating additional information such as h-index and x-index, [ 10 – 13 ] self-citation rate, [ 14 ] citation network along with article clusters (e.g., timezone view on cooccurrence status of the keywords in the elite controller field [ 15 ] and landscape view of cocited reference cluster analysis [ 16 ] produced by CiteSpace software [ 17 ] ), and the representative article denoted by the weighted centrality degree (WCD) [ 18 ] among citing and cited articles (e.g., dual-map overlay of journals [ 19 ] using CiteSpace software [ 17 ] ). These enhancements aim to provide readers with important and meaningful insights into the researcher impact, self-citation patterns, and thematic clusters of their publications at a glance.…”

Section: Introductionmentioning

confidence: 99%

“…Citation networks have been instrumental in identifying article clusters, as demonstrated by the time zone view on the co-occurrence status of keywords in the elite controller field [ 15 ] and the landscape view of cocited reference cluster analysis [ 16 ] generated using CiteSpace software. [ 17 ] By incorporating citation links between articles, similar to those observed in the time zone and landscape views, the enhanced IBP can showcase representative articles based on WCD, [ 18 ] along with the computation of self-citation rates.…”

Section: Introductionmentioning

confidence: 99%

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Visual impact beam plots: Analyzing research profiles and bibliometric metrics using the following-leading clustering algorithm (FLCA)

Cheng

Chien

et al. 2023

Medicine

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Background: A new approach to showcasing author publications on a website involves using a visual representation instead of the conventional paper list. The creation of an impact beam plot (IBP) as a research profile for individuals is crucial, especially when incorporating collection edges that include self-cited articles through a rare cluster analysis technique not commonly found in the literature. This study presents the application of a unique method called the following-leading clustering algorithm (FLCA) to generate IBPs for 3 highly productive authors. Methods: For the 3 highly productive authors, Sung-Ho Jang from South Korea, Chia-Hung Kao from Taiwan, and Chin-Hsiao Tseng from Taiwan, all their published articles indexed in the Web of Science Core Collection were downloaded. Sung-Ho Jang published 593 articles, Chia-Hung Kao published 732 articles, and Chin-Hsiao Tseng published 160 articles. To analyze and showcase their publications, the FLCA was utilized. This algorithm helped cluster their articles and identify representative publications for each author. To assess the effectiveness and validity of the FLCA algorithm, both network charts and heatmaps with dendrograms were employed. IBPs were then created and compared for each of the 3 authors, taking into consideration their h-index, x-index, and self-citation rate. This allowed for a comprehensive visual representation of their research impact and citation patterns. Results: The results show that these authors’ h-index, x-index, and self-citation rates were (37, 44.01, 1.66%), (42, 61.47, 0.23%), and (37, 40.3, 6.62%), respectively. A higher value in these metrics indicates a more remarkable research achievement. A higher self-citation rate with a lower cluster number indicates that manuscripts are more likely to have been self-drafted. Using the FLCA algorithm, IBPs were successfully generated for each author. Conclusion: The FLCA algorithm allows for the easy generation of visual IBPs based on authors’ publication profiles. These IBPs incorporate 3 important bibliometric metrics: h-index, x-index, and self-citations. These metrics are highly recommended for use by researchers globally, particularly with the self-citation rate, as they offer valuable insights into the scholarly impact and citation patterns of individual researchers.

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Bibliometric and visualized analysis of elite controllers based on CiteSpace: landscapes, hotspots, and frontiers

Cited by 5 publications

References 56 publications

The top 100 most cited articles in the treatment of basal cell carcinoma over the last decade: A bibliometric analysis and review

The top 100 most cited articles in the treatment of basal cell carcinoma over the last decade: A bibliometric analysis and review

Farm Animal Welfare Is a Field of Interest in China: A Bibliometric Analysis Based on CiteSpace

Visual impact beam plots: Analyzing research profiles and bibliometric metrics using the following-leading clustering algorithm (FLCA)

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