Detecting Latent Topics and Trends in Global Publications on Brucellosis Disease Using Text Mining.
Purpose. Brucellosis is widespread globally and one of the most important zoonotic diseases. Therefore, to fully comprehend the disease and discover ways of prevention and treatment, researchers have conducted some research in this field. Hence, this study will focus on the topic trend of scientific...
| Publicado en: | Interdisciplinary Perspectives on Infectious Diseases pp. 1 - 11 |
|---|---|
| Autores principales: | , , |
| Formato: | Journal Article |
| Publicado: |
Wiley-Blackwell
3/3/2022
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=155560541&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 155560541 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 1687708X 8NCE jtl: Interdisciplinary Perspectives on Infectious Diseases issn: 1687708X maglogo: N pubinfo: dt: 3/3/2022 pid: 480 pub: Wiley-Blackwell place: Malden, Massachusetts artinfo: ui: 155560541 10.1155/2022/7274734 155560541 ppf: 1 ppct: 10 formats: tig: atl: Detecting Latent Topics and Trends in Global Publications on Brucellosis Disease Using Text Mining. aug: au: Dastani, Meisam Mardaneh, Jalal Pouresmaeil, Omid affil: Infectious Diseases Research Center, Gonabad University of Medical Sciences, Gonabad, Iran sug: ab: Purpose. Brucellosis is widespread globally and one of the most important zoonotic diseases. Therefore, to fully comprehend the disease and discover ways of prevention and treatment, researchers have conducted some research in this field. Hence, this study will focus on the topic trend of scientific publications of brucellosis. Methods. This study is an applied research using text mining techniques with an analytical approach. The statistical population of the present research is all global publications related to brucellosis. For data extraction, the Scopus citation database was used in the period from 1900 to 2020. The main keywords for search strategy design have been extracted from consultation with thematic specialists and using MESH. Python programming language has been applied to analyze data and implement text mining algorithms. Results. According to results, eight main topics of "Prevention," "Clinical symptoms," "Diagnosis," "Control," "Treatment," "Immunology," "Structural Features," and "Pathogenicity" have been identified for brucellosis publications. Moreover, the topics "Prevention" and "Pathogenicity" had the highest and lowest prevalence in the field of brucellosis over time, respectively. Conclusion. This study has revealed the topics published in the global publications of brucellosis; the findings can be useful for research centers and universities in determining research priorities in the field of brucellosis. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|