References
- 김재봉, 김형중, "주가지수 방향성 예측을 위한 도메인 맞춤형 감성사전 구축방안", 한국디지털콘텐츠학회논문지, 제18권, 제3호, pp.585-592, 2017.
- 박은정, 조성준, "KoNLPy : 쉽고 간결한 한국어 정보처리 파이썬 패키지", 제26회 한글 및 한국어 정보처리 학술대회논문집, 2014.
- 안성원, 조성배, "뉴스 텍스트 마이닝과 시계열 분석을 이용한 주가예측", 한국정보과학회 학술발표논문집, 제37권, 제1C호, pp.364-369, 2010.
- 유은지, 김유신, 김남규, 정승렬, "주가지수 방향성 예측을 위한 주제지향감성사전 구축 방안", 지능정보연구, 제19권, 제1호, pp.95-110, 2013. https://doi.org/10.13088/jiis.2013.19.1.095
- 한남기, "word2vec 학습 자질을 사용한 새로운 한글 개체명 인식 모델 제안", 석사학위논문, 연세대학교, 서울, 2016.
- 홍태호, 김은미, 차은정, "뉴스 감성분석과 SVM을 이용한 다우존스 지수와 S&P500 지수 예측", 인터넷전자상거래연구, 제17권, 제1호, pp.23-36, 2017.
- Antweiler, W. and M. Frank, "Is all that talk just noise? The information content of internet stock message boards", The Journal of Finance, Vol.59, No.3, pp.1259-1294, 2004. https://doi.org/10.1111/j.1540-6261.2004.00662.x
- Bollen, J., H. Mao, and X. Zeng, "Twitter mood predicts the stock market", Journal of Computational Science, Vol.2, No.1, pp.1-8, 2011. https://doi.org/10.1016/j.jocs.2010.12.007
- Fama, E., "The behavior of stock-market prices", The Journal of Business, Vol.38, No.1, pp.34-105, 1965. https://doi.org/10.1086/294743
- Hiransha, M., E. Gopalakrishnan, K. Vijay, and K. Soman, "NSE Stock Market Prediction Using Deep-Learning Models", Procedia Computer Science, Vol.132, pp.1351-1362, 2018. https://doi.org/10.1016/j.procs.2018.05.050
- Jain, A., "Data clustering: 50 years beyond K-means", Pattern Recognition Letters, Vol.31, No.8, pp.651-666, 2010. https://doi.org/10.1016/j.patrec.2009.09.011
- Li, Q., T. Wang, P. Li, L. Liu, Q. Gong, and Y. Chen, "The effect of news and public mood on stock movements", Information Sciences, Vol.278, pp.826-840, 2014. https://doi.org/10.1016/j.ins.2014.03.096
- Li, X., H. Xie, L. Chen, J. Wang, and X. Deng, "News impact on stock price return via sentiment analysis", Knowledge-Based Systems, Vol.69, No.1, pp.14-23, 2014.
- Matsubara, T., R. Akita, and K. Uehara, "Stock Price Prediction by Deep Neural Generative Model of News Articles", IEICE Transactions on Information and Systems, Vol.E101, No.4, pp.901-908, 2018.
- Mikolov, T., K. Chen, G. Corrado, and J. Dean, "Efficient Estimation of Word Representations in Vector Space", arXiv preprint, arXiv:1301.3781 [cs.CL], 2013.
- Oliveira, N., P. Cortez, and N. Areal, "Stock market sentiment lexicon acquisition using microblogging data and statistical measures", Decision Support Systems, Vol.85, pp.52-73, 2016
- Pang, B. and L. Lee, "Opinion mining and sentiment analysis", Foundations and Trends in Information Retrieval, Vol.2, No.1-2, pp.1-135, 2018.
- Qian, B. and K. Rasheed, "Stock market prediction with multiple classifiers", Applied Intelligence, Vol.26, No.1, pp.25-33, 2007. https://doi.org/10.1007/s10489-006-0001-7
- Salton, G. and M. McGill, Introduction to Modern Information Retrieva, McGraw-Hill, 1986.
- Schumaker, R. and H. Chen, "Textual Analysis of stock market prediction using breaking financial news : The AZFin Text System", ACM Transactions on Information Systems, Vol.27, No.2, pp.1-19, 2009.
- Schumaker, R., Y. Zhang, C. Huang, and H. Chen, "Evaluating sentiment in financial news articles", Decision Support Systems, Vol.53, No.3, pp.458-464, 2012. https://doi.org/10.1016/j.dss.2012.03.001
- Wu, G., T. Hou, and J. Lin, "Can economic news predict Taiwan stock market returns?", Asia Pacific Management Review, 2018.
- Yu, Y., W. Duan, and Q. Cao, "The impact of social and conventional media on firm equity value : a sentiment analysis approach", Decision Support Systems, Vol.55, No.4, pp.919-926, 2013. https://doi.org/10.1016/j.dss.2012.12.028
- Zhang, X., H. Fuehres, and P. Gloor, "Predicting Stock Market Indicators Through Twitter "I hope it is not as bad as I fear", Procedia-Social and Behavioral Sciences, Vol.26, pp.55-62, 2011. https://doi.org/10.1016/j.sbspro.2011.10.562
- Zhou, X., Z. Pan, H. Guyu, T. Siqi, and C. Zhao, "Stock Market Prediction on High-Frequency Data Using Generative Adversarial Nets", Mathematical Problems in Engineering, Vol.2018, 2018.
- http://marketdata.krx.co.kr/mdi#document=030402.
- http://finance.naver.com/news/mainnews.nhn.
- http://scikit-learn.org/stable/index.html.
- https://ko.dict.naver.com/detail.nhn?docid=867600.
- https://radimrehurek.com/gensim/.