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토픽 모델링을 활용한 한국어 관련 연구 동향 분석 -동남아 6개국을 대상으로-

Analysis of Research Trends on Korean Language Using Topic Modeling -Targeted in 6 Southeast Asian Countries-

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주제분류학제간연구

초록

The purpose of the study is to examine the trends in Korean language-related research in six Southeast Asian countries, namely Myanmar, Vietnam, Indonesia, Cambodia, Thailand, and the Philippines. The researcher used topic modeling techniques to compare and analyze the trends in Korean language-related research in these countries. The researcher compared the increase in research over time and found that while research was minimal in the 1990s, active research began in the 2000s, with Vietnam being the most researched country among the six. In the 2010s, each countries began to study in earnest, and research greatly increased in the late 2010s. The Philippines had an increase in research in the early 2000s, but its research output declined recently. However, Indonesia and Myanmar have recently shown a sharp increase in Korean language-related research. Furthermore, the researchers analyzed the main keywords of research topics using topic modeling and found that countries with a high proportion of marriage immigrants, such as Vietnam, the Philippines, Thailand, and Cambodia, had high-frequency vocabulary keywords such as "multicultural," "women," "marriage immigrants," "children," and "society." On the other hand, countries with a low proportion of marriage immigrants, such as Indonesia and Myanmar, had more linguistic research topics. Finally, the researchers found that Vietnam has a wide range of research topics compared to other countries, and its research output is varied and abundant.

Abstract

The purpose of the study is to examine the trends in Korean language-related research in six Southeast Asian countries, namely Myanmar, Vietnam, Indonesia, Cambodia, Thailand, and the Philippines. The researcher used topic modeling techniques to compare and analyze the trends in Korean language-related research in these countries. The researcher compared the increase in research over time and found that while research was minimal in the 1990s, active research began in the 2000s, with Vietnam being the most researched country among the six. In the 2010s, each countries began to study in earnest, and research greatly increased in the late 2010s. The Philippines had an increase in research in the early 2000s, but its research output declined recently. However, Indonesia and Myanmar have recently shown a sharp increase in Korean language-related research. Furthermore, the researchers analyzed the main keywords of research topics using topic modeling and found that countries with a high proportion of marriage immigrants, such as Vietnam, the Philippines, Thailand, and Cambodia, had high-frequency vocabulary keywords such as "multicultural," "women," "marriage immigrants," "children," and "society." On the other hand, countries with a low proportion of marriage immigrants, such as Indonesia and Myanmar, had more linguistic research topics. Finally, the researchers found that Vietnam has a wide range of research topics compared to other countries, and its research output is varied and abundant.

참고문헌 (13)

  1. 김경, "데이터 분석 기법을 이용한21세기 한문학 연구동향 분석-『한국한문학연구』를 중심으로-", 한국한문학연구, (85), pp.431~461 (2022), 한국한문학회[DOI]
  2. 김낭예, "미얀마 불복종 운동 시기 한국어 교육 현황 및 지원 방안 연구", 동남아연구, 32(1), pp.67~98 (2022), 동남아연구소[DOI]
  3. 박지우, "텍스트 마이닝을 활용한 국내 개별화 학습 연구동향 분석: TF-IDF, LDA 기반 텍스트 마이닝을 중심으로", 교육방법연구, 34(4), pp.711~739 (2022), 한국교육방법학회
  4. 오지영, "캄보디아 다문화가족 부모의 자녀 언어교육 지원을 위한 실행연구", 유아교육연구, 38(6), pp.191~228 (2018), 한국유아교육학회[DOI]
  5. 윤경원, "한국어와 타갈로그어(Tagalog) 대조 연구 - 형태론적 특징과 어순을 중심으로 -", 겨레어문학, (48), pp.301~326 (2012), 겨레어문학회[DOI]
  6. 윤데레사, "언어권별 한국어 학습자를 대상으로 한 한국어교육 연구 동향 분석 : 언어 네트워크 분석을 중심으로", 석사, pp.2019
  7. 윤성진, "캄보디아 결혼이주여성의 한국어 학습실태 분석 및 지도 방안 연구", 석사, pp.2015
  8. 응웬 티 꾸잉안, "베트남인 학습자 대상 한국어교육 연구 동향", 한국어교육연구, 12, pp.151~175 (2020)
  9. 이지영, "필리핀인 학습자대상 한국어교육 연구동향", 인문사회 21, 12(5), pp.2423~2438 (2021), 인문사회 21
  10. 임형재, "태국 중고등학교 한국어교원 파견과 관리를 위한 시스템 구축 사례연구", 새국어교육, (93), pp.403~436 (2012), 한국국어교육학회[DOI]
  11. 조항록, "동남아시아의 한국어 교육 현황과 발전 방안-말레이시아, 인도네시아, 태국, 베트남을 중심으로-", 언어와 문화, 17(1), pp.211~234 (2021), 한국언어문화교육학회[DOI]
  12. 한선경, "텍스트마이닝과 언어네트워크 분석을 이용한 태국인 한국어 학습자 대상 한국어교육 연구동향", 우리말연구, (72), pp.85~115 (2023), 우리말학회[DOI]
  13. Thandar Linn, "미얀마인 한국어 학습자 관련연구 동향분석", 학습자중심교과교육연구, 19(15), pp.1283~1305 (2019), 학습자중심교과교육학회[DOI]

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