Journal of the Korea Institute of Information and Communication Engineering (한국정보통신학회논문지)

The Korea Institute of Information and Commucation Engineering (한국정보통신학회)
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Implementation of a Regression Analysis System for the Control of Supplying Halibuts

넙치 공급량 조절을 위한 회귀분석 시스템 구현

  • Ahn, Jinhyun (Faculty of Data Science for Sustainable Growth & Department of Management Information System, Jeju National University) ;
  • Kang, Jungwoon (Faculty of Data Science for Sustainable Growth & Department of Management Information System, Jeju National University) ;
  • Kim, Mincheol (Faculty of Data Science for Sustainable Growth & Department of Management Information System & Chief of Tourism Business, and Economic Research institute, Jeju National University) ;
  • Park, So-Young (Faculty of Data Science for Sustainable Growth & Department of Management Information System, Jeju National University)
  • Received : 2021.12.08
  • Accepted : 2022.01.27
  • Published : 2022.02.28
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Abstract

The Korean halibut farming industry suffer from price instability and demand decrease due to various environmental and social issues. It is urgent to predict the appropriate amount of halibut production. However, it is not easy for employments working in the halibut farming industry to handle statistical tools in order to perform the prediction. In this paper, we implemented a Excel-based regression analysis tool that allows users to get a regression analysis result by just entering historical data in a sheet. Our tool will reduce workloads of employments working in the halibut farming industry by enabling them to perform a regression analysis with Excel on-the-fly. This study expect that by using the tool the halibut farming industry cope actively with the real-time change in the industry.

Keywords

Acknowledgement

This Research was supported by the 2021 scientific promotion program funded by Jeju National University

References

  1. M. G. Kim, J. H. Shin, C. H. Lee, B. J. Lee, S. W. Hur, S. G. Lim, and K. J. Lee, "Evaluation of a mixture of plant protein source as a partial fish meal replacement in diets for juvenile olive flounder Paralichthys olivaceus," Korean Journal of Fisheries and Aquatic Sciences, vol. 52, no. 4, pp. 374-381, Aug. 2019. https://doi.org/10.5657/KFAS.2019.0374
  2. Y. N. Song, "A study on predicting the producer price of farmed Olive flounder in Jeju Island using artificial neural network models," M.S. dissertation, Pukyong National University, Seoul, Korea, 2021.
  3. H. D. Lee and B. I. Ahn, "The Effect of Olive Flounder Out Project : Price Stabilization, Market Efficiency, and Causality Analysis on the Prices by Distributional Channel," The Journal of Fisheries Business Administration, vol. 47, no.1, pp. 1-20, Dec. 2015. https://doi.org/10.12939/FBA.2016.47.1.001
  4. B. H. Ko, "An Analysis of Production and Marketing Control Effect of Aqua- cultured Flounder Using Supply and Demand Models," The Korean Society of Fisheries Business Administration, vol. 47, no. 4, pp. 65-75, Dec. 2016. https://doi.org/10.12939/FBA.2016.47.4.065
  5. B. Nankwenya, E. Kaunda, and S. Chimatiro, "The demand for fish products in Malawi: an almost ideal demand system estimation," Journal of Economics and Sustainable Development, vol. 8, no. 16, pp. 63-71, 2017.
  6. H. G. Jin, "A Study on the Conclusion Strategy and Agricultural and Fishery Sector Plans under Koreas FTA," Korea Trade Research Association, vol. 40, no. 2, pp. 161-189, Mar. 2015.
  7. H. D. Lee and D. Y. Kim, "Current Status and Improvement of the Fisheries Supply and Demand Statistics," The Korean Society of Fisheries Business Administration, vol. 48, no. 2, pp. 19-32. Jun. 2017.
  8. M. S. Heu, J. H. Shin, K. H. Park, J. S. Lee, Y. N. Noe, Y. J. Jeon, and J. S. Kim, "Quality of bastard halibut with different weights as a surimi source," Korean Journal of Fisheries and Aquatic Sciences, vol. 44, no. 1, pp. 18-24, Feb. 2011. https://doi.org/10.5657/KFAS.2011.44.1.018
  9. J. I. Myeong, "Smartization of aquaculture industry and future industrialization through artificial intelligence," Institute of Control, Robotics and Systems, vol. 22, no. 3, pp. 21-25, Sep. 2016.
  10. H. S. Hong, K. I. Park, Y. S. Suh, and D. H. Kim, "Profitability Analysis of Flatfish Fry Production Farms," Journal of Fisheries and Marine Sciences Education, vol. 28, no. 6, pp. 1792-1800, Dec. 2016 https://doi.org/10.13000/JFMSE.2016.28.6.1792
  11. Y. H. Jeon and J. O. Nam, "A Dynamic Causality Analysis of Oliver Flounder Producer Price by Region Using the Panel VAR Model," The Korean Society of Fisheries Business Administration, vol. 52, no. 1, pp. 47-63, Mar. 2021. https://doi.org/10.12939/FBA.2021.52.1.047
  12. E. Y. Baek, N. H. Kim, and N. S. Lee, "Korea's Response to Changes in Production Structure of Aquaculture Flounder in Japan," Korean Book Research, vol. 31, no. 2, pp. 155-174, 2019.