Acknowledgement
본 논문은 농촌진흥청 연구사업(과제번호: RS-2022-RD010249)의 지원에 의해 이루어진 것임.
References
- Blei, David. M. et al., 2003, Latent dirichlet allocation, Journal of machine Learning research, 3, 993-1022.
- 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.
- 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. https://doi.org/10.14771/AIM.11.1.1
- Churchill, R. and Singh, L., 2021, The evolution of topic modeling, ACM Compu. Surv, 1(1), 1-35. https://doi.org/10.1145/3507900
- Cohen, A. M. and Hersh, W. R., 2005, A survey of current work in biomedical text mining, Briefings in bioinformatics, 6(1), 57-71. https://doi.org/10.1093/bib/6.1.57
- FAO, 2016, FOOD AND AGRICULTURE Key to achieving the 2030 Agenda for Sustainable Development.
- Willer, H. et al., 2023, The World of Organic Agriculture 2023, FiBL & IFOAM.
- 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. https://doi.org/10.5338/KJEA.2008.27.3.267
- Griffiths, T. L. and Steyvers, M., 2004, Finding scientific topics, Proceedings of the National academy of Sciences, 101(suppl_1), 5228-5235. https://doi.org/10.1073/pnas.0307752101
- 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. https://doi.org/10.9798/KOSHAM.2021.21.5.79
- 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. https://doi.org/10.11625/KJOA.2014.22.4.549
- 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. https://doi.org/10.9728/dcs.2019.20.9.1847
- Jeong, G. S., 2017, Environment-Friendly Agriculture, Safety and Environmet, Journal of the Korean Society of Agricultural Engineers, 59(2), 2-9.
- 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. https://doi.org/10.9728/dcs.2019.20.7.1453
- Jung, H. J., 2018, Analysis of the Interrelationship between Academic Research and Policy using Text Mining, Journal of Technology Innovation, 26(4), 146-172. https://doi.org/10.14386/SIME.2018.26.4.146
- 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.
- Kherwa, P. and Bansal, P., 2019, Topic modeling: a comprehensive review, EAI Endorsed transactions on scalable information systems, 7(24).
- Kil, H. H., 2018, The Study of Korean Stopwords list for Textmining, Urimalgeul: The Korean Language and Literature, 78, 1-25. https://doi.org/10.18628/urimal.78..201809.1
- 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. https://doi.org/10.9716/KITS.2016.15.3.157
- 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.
- 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.
- 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. https://doi.org/10.13066/kspm.2021.16.2.91
- 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. https://doi.org/10.5762/KAIS.2021.22.11.721
- 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. https://doi.org/10.11625/KJOA.2018.26.2.173
- 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.
- 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. https://doi.org/10.7840/kics.2017.42.2.471
- 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.
- KREI, 2019, Domestic and International Environmentfriendly Agricultural Production and Consumption Status and Future Challenges.
- 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. https://doi.org/10.9723/jksiis.2015.20.2.113
- 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. https://doi.org/10.3743/KOSIM.2014.31.4.049
- 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. https://doi.org/10.16881/jss.2021.04.32.2.113
- 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.
- 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.
- 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.
- 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. https://doi.org/10.5388/aon.2021.21.4.231
- 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. https://doi.org/10.9715/KILA.2021.49.2.017
- 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.
- 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.
- 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.
- Schuemie, M. J. et al., 2004, Distribution of information in biomedical abstracts and full-text publications, Bioinformatics, 20(16), 2597-2604. https://doi.org/10.1093/bioinformatics/bth291
- 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.
- 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. https://doi.org/10.30805/KJAMP.2019.46.3.444
- 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. https://doi.org/10.46392/kjge.2020.14.5.97
- Song, Y. M. et al., 2017, Architecture⋅Urban Policy and Research Trends, Architecture & Urban Research Institute.
- 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.
- 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. https://doi.org/10.1371/journal.pcbi.1005962
- 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.
- Lee, D. H., 2023.06.16., Current Status and Tasks of Environment-friendly agriculture, aflnews. https://www.aflnews.co.kr/news/articleView.html?idxno=248522 (in Korean)
- Ahn, I., 2022.05.28., Necessity of Environment-friendly agriculture development and export support, Agricultural Materials News. http://www.newsfm.kr/mobile/article. html?no=7018 (in Korean).
- 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?idxno=2851 (in Korean).