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토픽모델링을 활용한 SIAM Journal on Applied Mathematics의 연구 동향 분석
저자
김성연
학술지명
한국산학기술학회논문지
출판/발행연도
2020
주제
요약
본 연구는 1970년부터 2019년까지 SIAM Journal on Applied Mathematics에 게재된 논문들을 텍스트 마이닝 및 토픽모델링(LDA 알고리즘)을 통해 분석하여 산업수학 분야의 연구 동향을 파악하였다. 분석 결과, 해석학, 대수학을 중심으로 다양한 수학 분야에서 산업수학 관련 연구가 진행되었으며, 수리생물학, 비선형편미분방정식, 이산수학 등이 상승하는 연구 주제로 나타났다.
학술지 영향력
[한국산학기술학회논문지]
- KCI
- 0.95
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