Bibliometric Network Analysis and Visualization of Research and Development Trends in Precision Medicine

Sohn, Eunsoo; Noh, Kyung-Ran; Lee, Bangrae; Kwon, Oh-Jin

doi:10.1109/asonam.2018.8508350

Cited by 10 publications

(6 citation statements)

References 4 publications

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“…Overall, these findings demonstrate how the total number of coauthors or publications can be a deceptive measure of influence on the tobacco research network in Africa, and that network analyses can help to identify strengths and weaknesses in the international connectivity within a given research area. This type of bibliometric network analysis has been similarly used to describe research collaborations in many other fields, including precision medicine,36 surgery37 and organisational psychology,38 and can help policymakers and funders identify areas in need of greater capacity building and collaborative research support.…”

Section: Discussionmentioning

confidence: 99%

Tobacco control research on the African continent: a 22-year literature review and network analysis

Twesten¹,

Stecher

Arinaitwe³

et al. 2023

Tob Control

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ObjectiveDescribe the landscape of tobacco-related topics, funders and institutional networks in Africa.Data sourcesWe searched PubMed, Embase and African Index Medicus for published articles from January 1996 to August 2018 in any language.Study selectionTwo researchers independently reviewed titles and abstracts for a focus on nicotine or tobacco product(s) and describe data or recommendations specific to Africa. Ultimately, 818 articles were identified.Data extractionThree independent coders conducted qualitative analyses of articles and extracted funders, study populations, countries of research focus, research topics, tobacco products, study design and data source. A bibliometric analysis estimated coauthorship networks between the countries of authors’ primary institutional affiliation.Data synthesisAll 54 African countries were represented in two or more articles. The coauthorship network included 2714 unique authors representing 90 countries. Most articles employed a cross-sectional study design with primary data collection, focused on cigarettes and studied use behaviour. Few articles examined tobacco farming or interventions for cessation or prevention. The most frequently cited funder was the US National Institutes of Health (27.2%). A range of coauthorship patterns existed between African institutions with some coauthoring with one institution while others coauthored with 761 institutions in other African countries.ConclusionsThe literature review identified the need for implementation research for tobacco control interventions and policies, economic and development impacts of tobacco use research, and tobacco industry and tobacco production and farming research. Numbers of research collaborations between institutions in Africa vary, suggesting the need for regional institutional capacity building.

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Section: Discussionmentioning

confidence: 99%

Tobacco control research on the African continent: a 22-year literature review and network analysis

Twesten¹,

Stecher

Arinaitwe³

et al. 2023

Tob Control

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show abstract

“…NLP can extract keywords, relationships between words and text clusters to categorize, summarize or classify documents (Agrawal, Fu & Menzies 2018). Further processing may identify patterns to extract the data's underlying structures and relationships (Lee & Kang 2018) (Chen et al 2019;Sohn et al 2018). Topic modelling is a popular approach for bibliometric analysis as part of NLP.…”

Section: Bibliometrics and Natural Language Processingmentioning

confidence: 99%

Developing a Topic Network of Published Systems Engineering Research

Oosthuizen

2021

INCOSE International Symp

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This paper investigates past systems engineering research structure by developing a network of research topics from an extensive corpus of publications. The bibliometric data analysis from the published research articles provides valuable information on past progress and future scientific discipline opportunities. Topic modelling, a form of unsupervised machine‐learning‐based natural language processing, is applied to extract the main topics from the titles and abstracts of a wide range of papers published about systems engineering. The co‐occurrence of research topics in these papers provides the data for generating network diagrams. A visual and quantitative network analysis of these topics revealed several cliques and clusters of research topics in systems engineering. Systems engineering researchers should consider these relationships between these research topics to plan a systems engineering research project.

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“…Our system also aims to create a tourism industry that can appeal to a wide variety of clients, as well as provide users with cutting-edge entertainment, communication, and information services and applications via a new business model. We have developed a novel travel information search method because of the need of cloud services [4]. By combining smart phones, GPS, Google Maps, and augmented reality, we will provide mobile customers with a travel mode that they never felt before 5].…”

Section: Introductionmentioning

confidence: 99%

Machine Learning Based Cloud IoT Platform for Intelligent Tourism Information Services

Liu

2022

Preprint

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Because of the continuous development of the tourism industry, the application of the Internet of Things technology to tourism projects is very promising in the future. Smart tourism takes use of the Internet of Things to improve information exchange. Therefore, in order to meet the needs of the next generation of tourists in the future, the Internet of Things technology will become an indispensable part. As a consequence, based on visitor selection behavior, we offer a hybrid intelligent categorization approach. This method of categorization might help tourists decide whether or not to visit a tourist attraction. Cross-validation testing and performance assessment results indicate the method's effectiveness.

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Bibliometric Network Analysis and Visualization of Research and Development Trends in Precision Medicine

Cited by 10 publications

References 4 publications

Tobacco control research on the African continent: a 22-year literature review and network analysis

Tobacco control research on the African continent: a 22-year literature review and network analysis

Developing a Topic Network of Published Systems Engineering Research

Machine Learning Based Cloud IoT Platform for Intelligent Tourism Information Services

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