KIPS Transactions on Computer and Communication Systems (정보처리학회논문지:컴퓨터 및 통신 시스템)

Korea Information Processing Society (한국정보처리학회)
권호 표지
DOI QR코드

DOI QR Code

Study on the Big Data Platform Construction of Fisheries

수산업 빅데이터 플랫폼 구축 방안에 대한 연구

  • Received : 2020.07.06
  • Accepted : 2020.07.17
  • Published : 2020.08.31
Download PDF
⟨ Previous Next ⟩

Abstract

The fisheries industry is rapidly shifting from a traditional fishery to aquaculture paradigm and it faces various problems such as depletion of fishery resources and aging of fishing villages. We need the establishment of a fisheries big data platform that includes both the data of the central and surrounding industries of the fisheries industry for enhancement of establishment of a fisheries, 6th industrialization of fishing villages, establishment of related technical standards, and discovery of the new industries to overcome this. Data center agencies should collect, link, and pre-processing, and the platform organizer should create a water industry data virtuous circle through the establishment, operation, and data market of big data platforms to help overcome the current crisis, secure smart fisheries hegemony, and use it as a key to value transfer. Through this study, I would like to propose a policy and technical big data platform construction plan to successfully promote it.

수산업은 현재 전통어로어업에서 양식업으로 패러다임이 급속히 전환되고 있으며, 수산자원 고갈, 어촌 공동화에 따른 기반 약화 등 다양한 문제점에 직면하여 있다. 이를 타개하기 위한 수산업의 기반 강화, 어촌 6차산업화, 관련 기술표준 수립, 신산업 발굴 등을 위해서 수산업의 중심산업, 주변 산업의 데이터와 공공 및 민간의 유관 데이터를 모두 포함하는 수산업 빅데이터 플랫폼의 구축이 필요하다. 데이터 센터기관이 수집, 연계, 전처리를 수행하고, 플랫폼 주관 기관이 빅데이터 플랫폼 구축, 운영 및 데이터마켓을 통한 수산업 데이터 선순환 체계를 조성하여 당면 위기 극복 및 스마트 수산업 헤게모니 확보, 가치이동의 핵심열쇠로 활용하여야 한다. 본 연구를 통하여 이를 성공적으로 추진하기 위한 정책적·기술적 빅데이터 플랫폼 구축 방안에 대하여 제안하고자 한다.

Keywords

References

  1. Food and Agriculture Organization of the United Nations (FAO), "2018 The State of World Fisheries and Aquaculture," 2018.
  2. Ministry of Oceans and Fisheries Press Release, "Korea's Seafood Production is 3.3 Million Tons, Ranking 14th in the World," Jan. 10, 2017.
  3. Ministry of Oceans and Fisheries, "Fisheries Innovation 2030 Plan," Feb. 2019.
  4. Ministry of Oceans and Fisheries Press Release, "Smart Launch of Marine Fisheries to Lead the 4th Industrial Revolution," Nov. 11, 2019.
  5. C. S. Lim, “Technology Trends on Big Data Analysis Tools,” Next Generation Computing Society of Korea, Vol. 10, No. 5, pp. 77-84, 2014.
  6. G. W. Kim, C. H. Lee, H. H. Im, and B. J. Lee, "Development of a Marine Oil Spill Response Support System using Big Data," Korean Society for Marine Environmental Energy, 2019.
  7. C. G. Kim, J. Y. Chun, and G. S. Kim, "Analysis of Marine Tourism Visit Based on Big Data," Korean Society for Marine Environmental Energy, 2019.
  8. C. M. Ma, Y. S. Lee, S. C. Lee, J. E. Ahn, and M. K. Yun, "Research on Industrialization of Advanced Aquaculture Technology," Dec. 2015.
  9. M. Gutierrez, A. Daniels, and G. Jobbins, "Fishing for Data - The Role of Private Data Platforms in Addressing Illegal, Unreported and Unregulated Fishing and Overfishing," 2018.
  10. S. Davy, "Aquasmart - Aquaculture Smart and Open Data Analytics as a Service," 2017.
  11. W. Merten, A. Reyer, and J. Savitz, "Global Fishing Watch - Bring Transparency to Global Commercial Fisheries," 2016.
  12. V. Q. Nguyen, S. N. Nguyen, and K. B. Kim, “Design of a Platform for Collecting and Analyzing Agricultural Big Data,” Journal of Digital Contents Society, Vol. 18, No. 1, pp. 149-158, 2017. https://doi.org/10.9728/dcs.2017.18.1.149
  13. J. B. Kim, “An Empirical Study about Success Factors of Bigdata Analysis System Implementation,” Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology, Vol. 7, No. 12, pp. 849-856, 2017. https://doi.org/10.14257/AJMAHS.2017.12.27
  14. O. N. Park, J. M. Lee, K. J. Bae, and S. J. Cha, “A Study on Future Direction and Improvement of Services for National Library of Korea,” Journal of the Korean Biblia Society for Library and Information Science, Vol. 28, No. 4, pp. 269-299, 2017. https://doi.org/10.14699/KBIBLIA.2017.28.4.269
  15. National Information Society Agency, "Big Data Platform and Center Construction Project Competition Guide," 2019.
  16. Ministry of Oceans and Fisheries, "ISP Establishment Completion Report Data to Build a Customized Fisheries Information Integrated Service System," Jan. 2016.
  17. M. Haoues, A. Sellami, H. Abdallah and L. cheikhi, “A Guideline for Software Architecture Selection Based on ISO 25010 Quality Related Characteristics,” The Society for Reliability Engineering, Vol. 8, No. 2, pp. 886-909, 2016.
  18. Y. S. Moon et al., "Practical Guide to Big Data Technology," Korea Database Agency, 2015.
  19. S. Meenakahi and S. Aditya, "Big Data and Hadoop Ecosystem - A Review," 2019 International Conference on Smart Systems and Inventive Technology, IEEE, 2019.
  20. Ministry of Oceans and Fisheries, "The First Comprehensive Plan for Joint Use of Marine and Fisheries Information - For Realizing a Value-based Data Hub for Marine and Fisheries Information," Dec. 2018.
  21. D. Q. Geng, C. Y. Zhang, C. J. Xia, X. Xia, Q. L. Liu, and X. S. Fu, "Big Data-Based Improved Data Acquisition and Storage System for Designing Industrial Data Platform," IEEE, Vol. 7, 2019.
  22. W. J. Cho, J. S. Shim, and S. C. Park, “Design and Implementation of BigData Visualization System Based on Meta DB Automatic Mapping Algorithm,” 2016 International Information Institute(Tokyo), Vol. 19, No. 2, pp. 673-681, 2016.
  23. K. A. Yang, D. W. Lee, K. H. Kim, and H. J. Yoon, “Analysis of Security Threat and Security Requirements of the Bigdata System,” Journal of Security Engineering, Vol. 13, No. 6, pp. 501-514, 2016. https://doi.org/10.14257/jse.2016.12.08