Journal of the Korean Society for information Management (정보관리학회지)

Korean Society for Information Management (한국정보관리학회)
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Analyzing Research Trends on Research Support Services Using Topic Modeling

토픽모델링을 활용한 국내외 연구지원서비스 연구동향 분석

  • Ji Soo Kim ;
  • Yoo Kyung Jeong
  • 김지수 (한남대학교 문헌정보학과) ;
  • 정유경 (명지대학교 문헌정보학과)
  • Received : 2024.08.20
  • Accepted : 2024.09.03
  • Published : 2024.09.30
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Abstract

This study aims to identify and compare the primary research topics in domestic and international research support services through topic modeling. The analysis revealed 12 major topics in domestic studies and 15 in international ones. The findings highlight the need for in-depth research on digital technology in open access, data management, research data management in university libraries, and digital research support services. Furthermore, the need for further research has been identified to analyze specific types of digital research support services and to explore the evolving role of information professionals in research data management. This study is significant in that it comprehensively analyzes existing research and provides guidance for future research directions.

본 연구는 토픽모델링을 활용하여 국내외 연구지원서비스에 대한 주요 연구 주제를 파악하고 비교·분석함으 로써 향후 국내 연구의 방향을 제시하는 것을 목적으로 한다. 분석 결과, 오픈 액세스와 대학도서관의 연구지원서비스, 교육과 관련된 주제들이 나타났으며, 국내에서는 12개, 국외에서는 15개의 주요 연구주제들이 추출되었다. 이를 바탕으로 오픈 액세스 분야에서는 디지털 기술, 데이터 관리, 대학도서관의 연구 데이터 관리, 디지털 연구지원서비스 등에 대한 심층 연구가 필요한 것으로 나타났으며, 대학도서관과 관련해서는 디지털 연구지원서비스를 세부 유형별로 분석하는 연구, 연구 데이터 관리와 관련한 정보 전문가의 역할 등에 대한 연구가 필요함을 확인하였다. 본 연구는 기존 연구를 종합적으로 분석하여 미래 연구방향성에 대한 근거를 마련했다는 점에서 의의가 있으며, 향후 국내 연구지원서비스 연구를 수행할 때 기초자료로 활용될 수 있을 것으로 기대된다.

Keywords

Acknowledgement

이 논문은 2023년 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구임 (NRF-2023S1A5A8080534).

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