농촌계획 (Journal of Korean Society of Rural Planning)

  • 제29권4호
  • /
  • Pages.35-53
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  • 2023
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  • 1225-8857(pISSN)
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  • 2288-9493(eISSN)
한국농촌계획학회 (Korean Society of Rural Planning)
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토픽모델링과 네트워크분석을 활용한 친환경농업 이슈분석에 관한 연구

Analyzing Issues on Environment-Friendly Agriculture Using Topic Modeling and Network Analysis

  • 신예은 (건국대학교 일반대학원 산림조경학과) ;
  • 신은서 (건국대학교 일반대학원 산림조경학과) ;
  • 김상범 (농촌진흥청 국립농업과학원) ;
  • 최진아 (농촌진흥청 국립농업과학원) ;
  • 김명현 (하이데이터) ;
  • 한석준 (하이데이터) ;
  • 안경진 (건국대학교 산림조경학과)
  • 투고 : 2023.07.28
  • 심사 : 2023.10.16
  • 발행 : 2023.11.30
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초록

This study attempts to identify the flow of key topics and issues of research trends related to environment-friendly agriculture conducted around the 2000s in South Korea and compare them with the environment-friendly agriculture promotion plan to seek the level of consistency and the direction of future development of environment-friendly agriculture. For the analysis of environment-friendly agriculture research trends and policy consistency, 'topic modeling', which is suitable for subject classification of large amounts of unstructured data, and 'text network analysis', which visualizes the relationship between keywords as a network and interprets its characteristics, were utilized. Overall, active discussions were held on 'technical discussions for the production and cultivation of environment-friendly agricultural products' and 'food safety & consumer awareness', and keywords such as production, cultivation, consumption, and safety were consistently linked to other keywords regardless of time. In addition, it was found that the issue of environment-friendly agriculture was partially consistent with the policy direction of the period. Considering the fact that the ongoing '5th Environment-Friendly Agriculture Promotion Phase' emphasizes the strengthening of rural environment management and aims to ensure the continuous quantitative and qualitative development of environment-friendly agriculture, active discussions and research on its environmental contributions and management methods are needed.

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과제정보

본 논문은 농촌진흥청 연구사업(과제번호: RS-2022-RD010249)의 지원에 의해 이루어진 것임.

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