$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

토픽모델링과 네트워크분석을 활용한 친환경농업 이슈분석에 관한 연구
Analyzing Issues on Environment-Friendly Agriculture Using Topic Modeling and Network Analysis 원문보기

농촌계획 : 韓國農村計劃學會誌, v.29 no.4, 2023년, pp.35 - 53  

신예은 (건국대학교 일반대학원 산림조경학과) ,  신은서 (건국대학교 일반대학원 산림조경학과) ,  김상범 (농촌진흥청 국립농업과학원) ,  최진아 (농촌진흥청 국립농업과학원) ,  김명현 (하이데이터) ,  한석준 (하이데이터) ,  안경진 (건국대학교 산림조경학과)

Abstract AI-Helper 아이콘AI-Helper

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 f...

주제어

참고문헌 (50)

  1. Blei, David. M. et al., 2003, Latent dirichlet allocation,?Journal of machine Learning research, 3, 993-1022. 

  2. Cao, Q. et al., 2023, A comparison study of topic?modeling based literature analysis by using full texts and?abstracts of scientific articles: a case of COVID-19?research, Library Hi Tech, 41(2), 543-569. 

  3. Choi, S. S. et al., 2019, Trend Analysis of the?Agricultural Industry Based on Text Analysis, Korean?Society of Food and Agricultural Information Science, 11(1), 1-9. 

  4. Churchill, R. and Singh, L., 2021, The evolution of topic?modeling, ACM Compu. Surv, 1(1), 1-35. 

  5. Cohen, A. M. and Hersh, W. R., 2005, A survey of?current work in biomedical text mining, Briefings in?bioinformatics, 6(1), 57-71. 

  6. FAO, 2016, FOOD AND AGRICULTURE Key to?achieving the 2030 Agenda for Sustainable Development. 

  7. Willer, H. et al., 2023, The World of Organic Agriculture 2023, FiBL & IFOAM. 

  8. Gil, G. H. et al., 2008, Assessment of Energy Efficiency?and Nutrient Balance in Organic Rice Farming Area,?Korean Journal of Environmental Agriculture, 27(3), 267-273. 

  9. Griffiths, T. L. and Steyvers, M., 2004, Finding?scientific topics, Proceedings of the National academy of?Sciences, 101(suppl_1), 5228-5235. 

  10. Han, C. Y. et al., 2021, A Comparative Analysis of?Disaster Research Trends Using Topic Modeling and?Network Analysis, Journal of The Korean Society of?Hazard Mitigation, 21, 79-88. 

  11. Hong, S. G. et al., 2014, Research Trends in Organic?Farming Technology by Journal Article Analysis, Korea?Journal of Organic Agriculture, 22(4), 549-559. 

  12. Hwang, S. I. and Kim, M. K., 2019, An Analysis of?Artificial Intelligence(A.I.)_related Studies' Trends in?Korea Focused on Topic Modeling and Semantic?Network Analysis, Journal of Digital Contents Society, 20, 1847-1855. 

  13. Jeong, G. S., 2017, Environment-Friendly Agriculture,?Safety and Environmet, Journal of the Korean Society?of Agricultural Engineers, 59(2), 2-9. 

  14. Jo, H. I. et al., 2019, A Study on Research Trends of?Blockchain Using LDA Topic Modeling: Focusing on?United States, China, and South Korea, Journal of?Digital Contents Society, 20(7), 1453-1460. 

  15. Jung, H. J., 2018, Analysis of the Interrelationship?between Academic Research and Policy using Text?Mining, Journal of Technology Innovation, 26(4), 146-172. 

  16. Jung, H. Y. and Hong, H. J., 2021, An Analysis on?Customized Education Research Trends in the Era of?the 4th Industrial Revolution through Text Mining, The?Korean Journal Of Educational Methodology Studies, 33(3), 433-454. 

  17. Kherwa, P. and Bansal, P., 2019, Topic modeling: a?comprehensive review, EAI Endorsed transactions on?scalable information systems, 7(24). 

  18. Kil, H. H., 2018, The Study of Korean Stopwords list?for Textmining, Urimalgeul: The Korean Language and?Literature, 78, 1-25. 

  19. Kim, D. W. et al., 2016, Comparative Analysis of Job?Satisfaction Factors, Using LDA Topic Modeling by?Industries: The Case Study of Job Planet Reviews,?Journal of Information Technology Services, 15(3), 157-171. 

  20. Kim, E. H. and Suh, Y. H., 2022, Research Topic?Analysis of the Domestic Papers Related to COVID-19?Using LDA, The Korea Institute of Information,?Electronics, and Communication Technology, 15(5), 423-432. 

  21. Kim, E. J. and Choi, H. J., 2022, Analyzing Core?Tehnology and Technological Convergence in?Healthcare Using Topic Modeling and Network?Analysis: Focus on Patent Information, Journal of the?Korea Institute of Information and Communication?Engineering, 25(5), 763-778. 

  22. Kim, J. H. and Jung, S. H., 2021, The Research Trends?and Keywords Modeling of Shoulder Rehabilitation using?the Text-mining Technique, Journal of The Korean?Society of Physical Medicine, 16(2), 91-100. 

  23. Kim, J. H. and Kim, S. S., 2021, A Study on the Analysis?of Agricultural R&D Keywords Using Textmining?Method, Journal of the Korea Academia-Industrial?cooperation Society, 22(2), 721-732. 

  24. Kim, J. H. et al., 2018, Survey on Farmers' Satisfaction?in Organic Agricultural Technologies Developed by?RDA, Korean Journal of Organic Agriculture, 26(2), 173-180. 

  25. Kim, K. H., 2016, A Case Study of Affiliation between?Producers and Consumers based on the Organic?Agriculture in Vietnam and its Implications, The?Journal of Rural Society, 26(2), 123-163. 

  26. Kim, N. G. et al., 2017, Investigations on Techniques?and Applications of Text Analytics, The Journal of?Korean Institute of Communications and Information?Sciences, 42(2), 471-492. 

  27. Kim, W. J., 2014, The Research Trends about the Big?Data Using Co-word Analysis: The Research Trends?about the Big Data Using Co-word Analysis, Journal of?the Korean Society for Information Management, 21, 17-20. 

  28. KREI, 2019, Domestic and International Environmentfriendly?Agricultural Production and Consumption?Status and Future Challenges. 

  29. Lee, J. H. and Lee, H. K., 2015, A study on unstructured?text mining algorithm through R programming based on?data dictionary, 20(2), 113-124. 

  30. Lee, S. S., 2014, A Content Analysis of Journal Articles?Using the Language Network Analysis Methods, Journal?of the Korean Society for Information Management, 31(4), 49-68. 

  31. Min, Y. H. et al., 2021, The Trend Analysis of?'Cultural Contents' Research Using Topic Modeling?and Keyword Network Analysis, Journal of Social?Science, 32(2), 113-131. 

  32. Ministry of Agriculture, Food and Rural Affairs, 2021,?2016, 2011, 2006, 2001, (1st ~ 5th) Five-year promotion?plan for environment friendly agriculture, Ministry of?Agriculture, Food and Rural Affairs. 

  33. Nam, H. D. and Nam, T. W., 2020, An Exploratory Study?of Platform Government in Korea: Topic Modeling and?Network Analysis of Public Agency Reports, Journal of?Digital Convergence, 18(2), 139-149. 

  34. Oh, J. Y. et al., 2022, A Study on Research Trends in?the Smart Farm Field using Topic Modeling and?Semantic Network Analysis, Journal of Digital?Convergence, 20(2), 203-215. 

  35. Park, J. H. et al., 2021, Research Trends on Factors?Influencing the Quality of Life of Cancer Survivors:?Text Network Analysis and Topic Modeling Approach,?Asian Oncology Nursing, 21(4), 231-240. 

  36. Park, J. M. et al., 2021, The Research Trends in?Journal of the Korean Institute of Landscape?Architecture using Topic Modeling and Network?Analysis, Journal of the Korean Institute of Landscape?Architecture, 49(2), 17-26. 

  37. Park, J. S. and Kim, C. S., 2019, Research Trends?Analysis of Big Data: Focused on the Topic Modeing,?Journal of the Korea Society of Digital Industry and?Information Management, 15(1), 1-7. 

  38. Park, J. S. et al., 2018, Analysis of Trends in Science?and Technology using Keyword Network Analysis,?Journal of Korea Society of Industrial Information?System, 23(2), 63-73. 

  39. Rhee, Y. H. et al., 2007, Biological Hazard Analysis of?Leaf Vegetables and Fruits According to Types of?Cultivation and Distribution Systems, Korean J. Food?Preserv., 14(1), 35-41. 

  40. Schuemie, M. J. et al., 2004, Distribution of information?in biomedical abstracts and full-text publications,?Bioinformatics, 20(16), 2597-2604. 

  41. Seo, H. J., 2019, Major Agenda Analysis for 50 Years?of Korean Science and Technology Policy Using Text?Network Analysis -Focusing on History of Science and?Technology for 50 years-, Journal of Science &?Technology Studies, 2(2), 171-201. 

  42. Seo, H. S. and H, J. H., 2019, Analyzing Policy?Priorities for Environment-Friendly Agriculture using?AHP and IPA, Korean Journal of Agricultural?Management and Policy, 46(3), 444-469. 

  43. Son, B. E. and Jeon, D. I., 2020, Research Trends?Analysis in Quality Monitoring of the General?Education Using Text Network Analysis, Korean?Journal of General Education, 14(5), 97-108. 

  44. Song, Y. M. et al., 2017, Architecture⋅Urban Policy?and Research Trends, Architecture & Urban Research Institute. 

  45. Syed, S. and Spruit, M., 2017, Full-text or abstract??examining topic coherence scores using latent dirichlet?allocation, 2017 IEEE International conference on data?science and advanced analyticsm, 165-174. 

  46. Westergaard, D. et al., 2018, A comprehensive and?quantitative comparison of text-mining in 15 million?full-text articles versus their corresponding abstracts,?PLoS computational biology, 14(2), 1-16. 

  47. Yoo, L. N. and Hwang, S. C., 2017, A Trend Analysis?of Agricultural and Food Marketing Studies Using?Text-mining Technique, Journal of Korea Academia-?Industrial cooperation Society, 18(10), 215-226. 

  48. Lee, D. H., 2023.06.16., Current Status and Tasks of?Environment-friendly agriculture, aflnews.?https://www.aflnews.co.kr/news/articleView.html?idxno248522 (in Korean) 

  49. Ahn, I., 2022.05.28., Necessity of Environment-friendly?agriculture development and export support, Agricultural?Materials News. http://www.newsfm.kr/mobile/article. html?no7018 (in Korean). 

  50. Kim, C. S., 2018.12.06., Need to expand Environment-?Friendly agricultural policy, Korea Agro Livestock?Machinery News. http://www.alnews.co.kr/news/articleView.html?idxno2851 (in Korean). 

저자의 다른 논문 :

관련 콘텐츠

오픈액세스(OA) 유형

FREE

Free Access. 출판사/학술단체 등이 허락한 무료 공개 사이트를 통해 자유로운 이용이 가능한 논문

이 논문과 함께 이용한 콘텐츠

저작권 관리 안내
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로