Acknowledgement
This study was supported by a grant from Dong Yang University in 2022
References
- H. Cho and H. J. Shin, "Trading Strategies Using Reinforcement Learning", Journal of the Korea Academia-Industrial Cooperation Society, Vol. 22, No. 1 pp. 123-130, 2021. DOI:https://doi.org/10.5762/KAIS.2021.22.1.12
- E. Yi and W. B. Lee, "A Study on Stock Trading Method based on Volatility Breakout Strategy using a Deep Neural Network", The Journal of the Korea Contents Association, '22 Vol. 22 No. 3, 2022. DOI: https://doi.org/10.5392/JKCA.2022.22.03.081
- B. H. Cho, "Analysis and Design of Stock Item Buy/Sell Recommend System using AI Machine Learning Technology", The Journal of The Institute of Internet, Broadcasting and Communication (IIBC), Vol. 21, No. 4, pp.103-108, 2021. DOI: https://doi.org/10.7236/JIIBC.2021.21.4.103
- S. W. Kim and H. S. Choi, "Estimation of GARCH Models and Performance Analysis of Volatility Trading System using Support Vector Regression", Journal of Intelligence and Information Systems, Vol. 23, Issue 2, pp.107-122. 2017 DOI: https://doi.org/10.13088/jiis.2017.23.107
- Kiwoom Open API+ Developer's Guide, https://download.kiwoom.com/web/openapi/kiwoom_openapi_plus_devguide_ver_1.1.pdf
- CYBOS Plus, Daishin Securities, https://money2.daishin.com/E5/WTS/Customer/GuideTrading/DW_CybosPlus_Page.aspx?p=8812&v=8632&m=9508
- Open API Guide, eBEST INVESTMENT & SECURITIES, https://openapi.ebestsec.co.kr/intro
- AiDA Lab, Open API of Securities, https://aidalab.tistory.com/100
- Information guide on restrictions of transactions(rev.), Kiwoom Open API+ https://www.kiwoom.com/h/common/bbs/VBbsNoticeNWOFZView
- Python Documentation, "multiprocessing - Process-based parallelism", https://docs.python.org/3/library/multiprocessing.html