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ACOMS+ 및 학술지 리포지터리 설명회

  • 한국과학기술정보연구원(KISTI) 서울분원 대회의실(별관 3층)
  • 2024년 07월 03일(수) 13:30
 

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Overseas Research Trends Related to 'Research Ethics' Using LDA Topic Modeling

연구윤리 / Journal of Research and Publication Ethics, (E)2733-7146
2022, v.3 no.1, pp.7-11
https://doi.org/https://doi.org/10.15722/jrpe.3.1.202203.7
YANG, Woo-Ryeong (Dept. of Business Informatics, Hanyang University)
YANG, Hoe-Chang (Department of Distribution Management, Jangan University)

Abstract

Purpose: The purpose of this study is to derive clues about the development direction of research ethics and areas of interest which has recently become a social issue in Korea by confirming overseas research trends. Research design, data and methodology: We collected 2,760 articles in scienceON, which including 'research ethics' in their paper. For analysis, frequency analysis, word clouding, keyword association analysis, and LDA topic modeling were used. Results: It was confirmed that many of the papers were published in medical, bio, pharmaceutical, and nursing journals and its interest has been continuously increasing. From word frequency analysis, many words of medical fields such as health, clinical, and patient was confirmed. From topic modeling, 7 topics were extracted such as ethical policy development and human clinical ethics. Conclusions: We founded that overseas research trends on research ethics are related to basic aspects than Korea. This means that a fundamental approach to ethics and the application of strict standards can become the basis for cultivating an overall ethical awareness. Therefore, academic discussions on the application of strict standards for publishing ethics and conducting researches in various fields where community awareness and social consensus are necessary for overall ethical awareness.

keywords
Ethics, Research Ethics, Overseas research trends, LDA, Topic Modeling

연구윤리