메뉴 건너뛰기




Volumn 45, Issue 5, 2009, Pages 571-583

A quantitative stock prediction system based on financial news

Author keywords

Knowledge management; Prediction from textual documents; Quantitative funds

Indexed keywords

ARIZONA; DIRECTIONAL ACCURACY; FINANCIAL NEWS; MACHINE LEARNING METHODS; MARKET EXPERTS; MEAN SQUARED ERROR; MUTUAL FUNDS; PREDICTION FROM TEXTUAL DOCUMENTS; PREDICTION SYSTEMS; QUANTITATIVE FUNDS; STATISTICAL TECHNIQUES; STOCK PRICE PREDICTION; TEXTUAL REPRESENTATION;

EID: 67650269424     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2009.05.001     Document Type: Article
Times cited : (167)

References (35)
  • 1
    • 33749667770 scopus 로고    scopus 로고
    • Option pricing by students and professional traders: A behavioural investigation
    • Abbink K., and Rockenbach B. Option pricing by students and professional traders: A behavioural investigation. Managerial and Decision Economics 27 6 (2006) 497-510
    • (2006) Managerial and Decision Economics , vol.27 , Issue.6 , pp. 497-510
    • Abbink, K.1    Rockenbach, B.2
  • 2
    • 0346898296 scopus 로고    scopus 로고
    • What's my line? A comparison of industry classification schemes for capital market research
    • Bhojraj S., Lee C.M.C., et al. What's my line? A comparison of industry classification schemes for capital market research. Journal of Accounting Research 41 5 (2003) 745-774
    • (2003) Journal of Accounting Research , vol.41 , Issue.5 , pp. 745-774
    • Bhojraj, S.1    Lee, C.M.C.2
  • 4
    • 67650270840 scopus 로고    scopus 로고
    • Burke, K., 2006. Not the man, but the machine. Retrieved 01.11.06.
    • Burke, K., 2006. Not the man, but the machine. Retrieved 01.11.06.
  • 6
    • 0001633382 scopus 로고
    • Information mirages in experimental asset markets
    • Camerer C., and Weigelt K. Information mirages in experimental asset markets. Journal of Business 64 4 (1991) 463-493
    • (1991) Journal of Business , vol.64 , Issue.4 , pp. 463-493
    • Camerer, C.1    Weigelt, K.2
  • 12
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Springer-Verlag
    • Joachims T. Text categorization with support vector machines: Learning with many relevant features. Proceedings of the 10th European conference on machine learning (1998), Springer-Verlag 137-142
    • (1998) Proceedings of the 10th European conference on machine learning , pp. 137-142
    • Joachims, T.1
  • 15
    • 0033192192 scopus 로고    scopus 로고
    • Time series properties of an artificial stock market
    • LeBaron B., Arthur W.B., et al. Time series properties of an artificial stock market. Journal of Economic Dynamics and Control 23 9-10 (1999) 1487-1516
    • (1999) Journal of Economic Dynamics and Control , vol.23 , Issue.9-10 , pp. 1487-1516
    • LeBaron, B.1    Arthur, W.B.2
  • 16
    • 67650270836 scopus 로고    scopus 로고
    • Your portfolio on autopilot; brokerages roll out software to automate trading strategies; risks of becoming a 'quant'
    • (New York)
    • Lucchetti A., and Lahart J. Your portfolio on autopilot; brokerages roll out software to automate trading strategies; risks of becoming a 'quant'. Wall Street Journal (2006) B1 (New York)
    • (2006) Wall Street Journal
    • Lucchetti, A.1    Lahart, J.2
  • 19
    • 12344320186 scopus 로고    scopus 로고
    • Forecasting intraday stock price trends with text mining techniques
    • Kailua-Kona, HI
    • Mittermayer, M., 2004. Forecasting intraday stock price trends with text mining techniques. In Hawaii international conference on system sciences, Kailua-Kona, HI.
    • (2004) Hawaii international conference on system sciences
    • Mittermayer, M.1
  • 20
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • MIT Press
    • Platt J.C. Fast training of support vector machines using sequential minimal optimization. Advances in kernel methods: Support vector learning (1999), MIT Press 185-208
    • (1999) Advances in kernel methods: Support vector learning , pp. 185-208
    • Platt, J.C.1
  • 22
    • 19944389075 scopus 로고    scopus 로고
    • Traders' long-run wealth in an artificial financial market
    • Raberto M., Cincotti S., et al. Traders' long-run wealth in an artificial financial market. Computational Economics 22 2 (2003) 255-272
    • (2003) Computational Economics , vol.22 , Issue.2 , pp. 255-272
    • Raberto, M.1    Cincotti, S.2
  • 24
    • 38849115012 scopus 로고    scopus 로고
    • Evaluating a news-aware quantitative trader: The effects of momentum and contrarian stock selection strategies
    • Schumaker R.P., and Chen H. Evaluating a news-aware quantitative trader: The effects of momentum and contrarian stock selection strategies. Journal of the American Society for Information Science 59 2 (2008) 247-255
    • (2008) Journal of the American Society for Information Science , vol.59 , Issue.2 , pp. 247-255
    • Schumaker, R.P.1    Chen, H.2
  • 25
    • 84896917063 scopus 로고    scopus 로고
    • Definition, dictionaries and tagger for extended named entity hierarchy
    • Lisbon, Portugal
    • Sekine, S., & Nobata, C., 2004. Definition, dictionaries and tagger for extended named entity hierarchy. In Proceedings of the LREC, Lisbon, Portugal.
    • (2004) Proceedings of the LREC
    • Sekine, S.1    Nobata, C.2
  • 27
    • 84867924938 scopus 로고    scopus 로고
    • Using a stochastic complexity measure to check the efficient market hypothesis
    • Shmilovici A., Alon-Brimer Y., et al. Using a stochastic complexity measure to check the efficient market hypothesis. Computational Economics 22 2-3 (2003) 273-284
    • (2003) Computational Economics , vol.22 , Issue.2-3 , pp. 273-284
    • Shmilovici, A.1    Alon-Brimer, Y.2
  • 28
    • 0001023715 scopus 로고    scopus 로고
    • Application of support vector machines in financial time series forecasting
    • Tay F., and Cao L. Application of support vector machines in financial time series forecasting. Omega 29 (2001) 309-317
    • (2001) Omega , vol.29 , pp. 309-317
    • Tay, F.1    Cao, L.2
  • 29
    • 67650267690 scopus 로고    scopus 로고
    • Technical-Analysis, 2005. The trader's glossary of technical terms and topics. Retrieved 15.03.05.
    • Technical-Analysis, 2005. The trader's glossary of technical terms and topics. Retrieved 15.03.05.
  • 30
    • 0033874603 scopus 로고    scopus 로고
    • Comparing noun phrasing techniques for use with medical digital library tools
    • Tolle K.M., and Chen H. Comparing noun phrasing techniques for use with medical digital library tools. Journal of the American Society for Information Science 51 4 (2000) 352-370
    • (2000) Journal of the American Society for Information Science , vol.51 , Issue.4 , pp. 352-370
    • Tolle, K.M.1    Chen, H.2
  • 31
    • 58149177001 scopus 로고    scopus 로고
    • Worse than chance? Performance and confidence among professionals and laypeople in the stock market
    • Torngren G., and Montgomery H. Worse than chance? Performance and confidence among professionals and laypeople in the stock market. The Journal of Behavioral Finance 5 3 (2004) 148-153
    • (2004) The Journal of Behavioral Finance , vol.5 , Issue.3 , pp. 148-153
    • Torngren, G.1    Montgomery, H.2
  • 34
    • 0032316983 scopus 로고    scopus 로고
    • Daily stock market forecast from textual web data
    • man, and cybernetics, San Diego, CA
    • Wuthrich, B., Cho, V., et al., 1998. Daily stock market forecast from textual web data. In IEEE international conference on systems, man, and cybernetics, San Diego, CA.
    • (1998) IEEE international conference on systems
    • Wuthrich, B.1    Cho, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.