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산업융합연구 = Journal of industrial convergence, v.21 no.1, 2023년, pp.167 - 173
주진현 (호서대학교 AI융합학부) , 박근덕 (호서대학교 컴퓨터공학부)
AI-Helper
As research has been published to predict future data using regression analysis or artificial intelligence as a method of analyzing economic indicators. In this study, we designed a system that predicts prospective futures prices using artificial intelligence that utilizes topic probability data obt...
Yang Cheol Won, Lu Bing. (2019). Do Futures？Prices Lead Spot Prices?:Evidence from the？Chinese Market. The Research Institute of Future？Industry Dankook University, 43(1), 55-71.
Ko, K., Oh, S., & Baek, J. (2020). Development of？economic fluctuation topic indices and topic indices regression model for KOSPI200 index.？Journal of the Korean Data And Information？Science Society, 31(4), 579-594.？DOI : 10.7465/jkdi.2020.31.4.579
Kim, I., Lee, A., Kim, J., & Choi, J. (2022). Analysis？of Owner's Detached House Housing Needs？Sentences Using LDA Topic Modeling. Korean？Journal of Computational Design and Engineering,？27(4), 435-445. DOI : 10.7315/cde.2022.435
Han, D.-H., & Lee, Y.-K. (2021). Design of ActionBased Web Crawler Structural Configuration for？Multi-Website Management. KIISE Transactions on？Computing Practices, 27(2), 98-103.？DOI : 10.5626/ktcp.2021.27.2.98
Choi, S. C., & Park, H. W. (2020). A Study on the？Trend of Topic Modeling in South Korea using KCI？Journal Publications. The Korean Data Analysis？Society, 22(2), 815-826.？DOI : 10.37727/jkdas.2020.22.2.815
David M. Blei, Andrew Y. Ng, and Michael I.？Jordan. 2003. Latent dirichlet allocation. J. Mach.？Learn. Res. 3, null (3/1/2003), 993-1022.
Blei, D.M., & McAuliffe, J.D. (2007). Supervised？Topic Models. NIPS.？DOI : 10.48550/arXiv.1003.0783
Roberts, M.E., Stewart, B.M., Tingley, D., Lucas, C.,？Leder-Luis, J., Gadarian, S.K., Albertson, B. and？Rand, D.G. (2014), Structural Topic Models for？Open-Ended Survey Responses. American Journal？of Political Science, 58: 1064-1082.？DOI : 10.1111/ajps.12103
David M. Blei and John D. Lafferty. 2006. Dynamic？topic models. In Proceedings of the 23rd international conference on Machine learning (ICML '06).？Association for Computing Machinery, New York,？NY, USA, 113-120.？DOI : 10.1145/1143844.1143859
C. H. Kang (2021). A study on the trend of COVID19 perception through dynamic topic modeling？and semantic network analysis using tweeter text？data, master dissertation, Sungkyunkwan University,？Seoul
Wang, X., & McCallum, A. (2006). Topics over？time. Proceedings of the 12th ACM SIGKDD？International Conference on Knowledge Discovery？and Data Mining - KDD '06.？DOI : 10.1145/1150402.1150450
S. W. Lee, C. K. Ahn. (2017). Introduction and？Development trend of Artificial Neural Networks.？The Korean Institute of Electrical Engineers, 66(8),？36-41.
Kihwan Choi. (2018). Recent Applications in？Convolutional Neural Networks. Communications？of the Korean Institute of Information Scientists？and Engineers, 36(2), 25-31.
Kim, S.-J., & Choi, B.-J. (2022). LSTM Model based？Prediction of Daily confirmed cases of COVID-19？in Korea using Google Mobility Data. Journal of？Korean Institute of Intelligent Systems, 32(4),？292-298. DOI : 10.5391/jkiis.2022.32.4.292
Kim, S. W. (2022). Long Short-Term Memorybased Prediction Performance of COVID-19 Fear？Index on Asset Prices: Stocks vs Cryptocurrencies.？Asia-Pacific Journal of Convergent Research？Interchange, 8(8), 45?58.？DOI : 10.47116/apjcri.2022.08.05？
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