دورية أكاديمية

Detecting Latent Topics and Trends in Global Publications on Brucellosis Disease Using Text Mining

التفاصيل البيبلوغرافية
العنوان: Detecting Latent Topics and Trends in Global Publications on Brucellosis Disease Using Text Mining
المؤلفون: Meisam Dastani, Jalal Mardaneh, Omid Pouresmaeil
المصدر: Interdisciplinary Perspectives on Infectious Diseases, Vol 2022 (2022)
بيانات النشر: Hindawi Limited, 2022.
سنة النشر: 2022
المجموعة: LCC:Infectious and parasitic diseases
مصطلحات موضوعية: Infectious and parasitic diseases, RC109-216
الوصف: 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.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1687-7098
Relation: https://doaj.org/toc/1687-7098
DOI: 10.1155/2022/7274734
URL الوصول: https://doaj.org/article/eaf553686aca4f42a0885d777e3ceb99
رقم الأكسشن: edsdoj.f553686aca4f42a0885d777e3ceb99
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:16877098
DOI:10.1155/2022/7274734