• Title/Summary/Keyword: Reaserch trend analysis

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The Analysis of the Trend and Direction on the Korean and International Research Related to the Fuzzy Theory (국내.외 퍼지관련 연구추이 및 연구방향의 분석)

  • 박계각;서기열
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2000.11a
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    • pp.201-204
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    • 2000
  • It seems that the \"fuzzy boom\" which began with its applications has calmed down and fallen into decay at least in Korea. But many foreign researchers say the research related to fuzzy theory has been only running its right course. In this paper, we discuss the trend and direction of reaserch related to fuzzy theory. The search trend is obtained through the analysis of the papers of the latest 10years papers in the journals of three societies: KFIS, SOFT and IFSA.

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A Trend Analysis of Radiological Research in Korea using Topic Modeling (토픽모델링을 이용한 국내 방사선 학술연구 트렌드 분석)

  • Hong, Dong-Hee
    • Journal of the Korean Society of Radiology
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    • v.16 no.3
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    • pp.343-349
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    • 2022
  • We intend to use topic modeling to identify radiation-themed papers published from 1989 to 2022 and analyze the relevance and weight between topics. This study analyzed topics derived from national subjects for 717 papers published until recently in 2022 to contribute to the revitalization of research in the field of radiation. Through text mining, overall research trends on the subject distribution of the study were analyzed, and five topics were derived through topic modeling. First, among the papers to be analyzed, a total of 1,675 words were frequency-analyzed through the preprocessing process of key words in a total of 717 papers centered on keywords. Second, as a result of analyzing topics based on the association of constituent words for five topics, it was found that studies focused on minimizing dose in the range that does not degrade image quality in the fields of radiation, image, CT clinical. In addition, it was found that various studies were mainly conducted in the MRI, and the study of ultrasound in various areas of disease analysis was actively attempted.