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Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph

The appearance of a topic in a document stream is signaled by a burst of activity, with certain features rising sharply in frequency as the topic emerges. Although temporal bar graph (TBG) is frequently applied to present the burst spot in the bibliographical study, none of the research has combined...

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Autores principales: Ho, Sam Yu-Chieh, Chien, Tsair-Wei, Chou, Willy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419625/
https://www.ncbi.nlm.nih.gov/pubmed/37565889
http://dx.doi.org/10.1097/MD.0000000000034578
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author Ho, Sam Yu-Chieh
Chien, Tsair-Wei
Chou, Willy
author_facet Ho, Sam Yu-Chieh
Chien, Tsair-Wei
Chou, Willy
author_sort Ho, Sam Yu-Chieh
collection PubMed
description The appearance of a topic in a document stream is signaled by a burst of activity, with certain features rising sharply in frequency as the topic emerges. Although temporal bar graph (TBG) is frequently applied to present the burst spot in the bibliographical study, none of the research has combined the inflection point (IP) to interpret the burst spot feature. The aims of this study are to improve the traditional TBG and apply the TBG to understand better the evolution of a topic (e.g., publications and citations for a given author). METHODS: The EISTL model, including entity, indicator, selection of a few vital ones (named attributes) with higher values in quantity (e.g., the citation data of the top 10 entities), TBG and line-chart plots to verify the trend of interest, was proposed to demonstrate the TBG as a whole. The IP locations compared to the median point in data along with the heap map and line-chart trend were identified. The burst strength was computed. A dashboard on Google Maps was designed and launched for bibliometric analysis. Four authors in MDPI (Multidisciplinary Digital Publishing Institute) journals named to be Citation Laureates 2021 were recruited to compare their research achievements shown on the TBG, particularly displaying the burst spots and the recent developments and stages (e.g., increasing, ready to increase, slowdown, or decreasing). RESULTS: We observed that the highest burst strengths in publication and citations are earned by Barry Halliwell (8.99) and Jean-Pierre Changeux (18.01). The breakthrough of TBG using the EISTL model to display the influence of authors in academics was made with 2 parts of the primary IP point and the trend feature in the data. CONCLUSION: The dashboard-type TBG shown on Google Maps is unique and innovative and able to provide deeper insights to readers, not merely limited to the publications and citations for a given author as we did in this study.
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spelling pubmed-104196252023-08-12 Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph Ho, Sam Yu-Chieh Chien, Tsair-Wei Chou, Willy Medicine (Baltimore) 4400 The appearance of a topic in a document stream is signaled by a burst of activity, with certain features rising sharply in frequency as the topic emerges. Although temporal bar graph (TBG) is frequently applied to present the burst spot in the bibliographical study, none of the research has combined the inflection point (IP) to interpret the burst spot feature. The aims of this study are to improve the traditional TBG and apply the TBG to understand better the evolution of a topic (e.g., publications and citations for a given author). METHODS: The EISTL model, including entity, indicator, selection of a few vital ones (named attributes) with higher values in quantity (e.g., the citation data of the top 10 entities), TBG and line-chart plots to verify the trend of interest, was proposed to demonstrate the TBG as a whole. The IP locations compared to the median point in data along with the heap map and line-chart trend were identified. The burst strength was computed. A dashboard on Google Maps was designed and launched for bibliometric analysis. Four authors in MDPI (Multidisciplinary Digital Publishing Institute) journals named to be Citation Laureates 2021 were recruited to compare their research achievements shown on the TBG, particularly displaying the burst spots and the recent developments and stages (e.g., increasing, ready to increase, slowdown, or decreasing). RESULTS: We observed that the highest burst strengths in publication and citations are earned by Barry Halliwell (8.99) and Jean-Pierre Changeux (18.01). The breakthrough of TBG using the EISTL model to display the influence of authors in academics was made with 2 parts of the primary IP point and the trend feature in the data. CONCLUSION: The dashboard-type TBG shown on Google Maps is unique and innovative and able to provide deeper insights to readers, not merely limited to the publications and citations for a given author as we did in this study. Lippincott Williams & Wilkins 2023-08-11 /pmc/articles/PMC10419625/ /pubmed/37565889 http://dx.doi.org/10.1097/MD.0000000000034578 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal.
spellingShingle 4400
Ho, Sam Yu-Chieh
Chien, Tsair-Wei
Chou, Willy
Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title_full Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title_fullStr Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title_full_unstemmed Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title_short Visualizing burst spots on research for four authors in MDPI journals named to be Citation Laureates 2021 using temporal bar graph
title_sort visualizing burst spots on research for four authors in mdpi journals named to be citation laureates 2021 using temporal bar graph
topic 4400
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419625/
https://www.ncbi.nlm.nih.gov/pubmed/37565889
http://dx.doi.org/10.1097/MD.0000000000034578
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