메뉴 건너뛰기




Volumn , Issue , 2011, Pages 800-807

Combining technical analysis with sentiment analysis for stock price prediction

Author keywords

Human Sentiment Factors; Multiple Kernel Learning; Sentiment Analysis; Social Networks Mining; Stock Price Prediction; Technical Indicators; Text Mining

Indexed keywords

HUMAN SENTIMENT FACTORS; MULTIPLE KERNEL LEARNING; SENTIMENT ANALYSIS; SOCIAL NETWORKS; STOCK PRICE PREDICTION; TECHNICAL INDICATOR; TEXT MINING;

EID: 84856090104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DASC.2011.138     Document Type: Conference Paper
Times cited : (75)

References (20)
  • 3
    • 0042824912 scopus 로고    scopus 로고
    • Using genetic algorithms to find technical trading rules
    • F. Allen, R. Karjalainen, Using genetic algorithms to find technical trading rules, Journal of Financial Economics 51 (1999) 245-271.
    • (1999) Journal of Financial Economics , vol.51 , pp. 245-271
    • Allen, F.1    Karjalainen, R.2
  • 5
    • 13544267510 scopus 로고    scopus 로고
    • Forecasting stock market movement direction with support vector machine
    • W. Huang, Y. Nakamoria and S.Y. Wang, Forecasting stock market movement direction with support vector machine, Computers & Operations Research 32 (2005), pp. 2513-2522.
    • (2005) Computers & Operations Research , vol.32 , pp. 2513-2522
    • Huang, W.1    Nakamoria, Y.2    Wang, S.Y.3
  • 7
    • 77954567494 scopus 로고    scopus 로고
    • How Useful are Your Comments? - Analyzing and Predicting YouTube Comments and Comment Ratings
    • S.Siersdorfer, S. Chelaru and W. Nejdl. How Useful are Your Comments? - Analyzing and Predicting YouTube Comments and Comment Ratings. In WWW 2010, Raleigh, USA
    • WWW 2010, Raleigh, USA
    • Siersdorfer, S.1    Chelaru, S.2    Nejdl, W.3
  • 8
    • 34547888769 scopus 로고    scopus 로고
    • Sports sentiment and stock returns
    • Edmans, A., D. Garcia and Ø. Norli, 2007, Sports sentiment and stock returns, Journal of Finance 62, 1967-1998.
    • (2007) Journal of Finance , vol.62 , pp. 1967-1998
    • Edmans, A.D.G.1    Norli, Ø.2
  • 10
    • 84879968118 scopus 로고    scopus 로고
    • Multiple kernel learning on the limit order book
    • Workshop on Applications of Pattern Analysis
    • T. Fletcher, Z. Hussain, J. Shawe-Taylor, Multiple kernel learning on the limit order book. JMLR: Workshop and Conference Proceedings 11 (2010) 167- 174. Workshop on Applications of Pattern Analysis
    • (2010) JMLR: Workshop and Conference Proceedings , vol.11 , pp. 167-174
    • Fletcher, T.1    Hussain, Z.2    Shawe-Taylor, J.3
  • 12
    • 78049527969 scopus 로고    scopus 로고
    • A multiple-kernel support vector regression approach for stock market price forecasting
    • doi:10.1016/j.eswa.2010.08.004
    • Yeh, C.-Y., Huang, C.-W., Lee, S.-J., A multiple-kernel support vector regression approach for stock market price forecasting. Expert Systems with Applications (2010), doi:10.1016/j.eswa.2010.08.004
    • (2010) Expert Systems with Applications
    • Yeh, C.-Y.1    Huang, C.-W.2    Lee, S.-J.3
  • 15
    • 79952770183 scopus 로고    scopus 로고
    • Application of financial analysis techniques to vital sign data: A novel method of trend interpretation in the intensive care unit
    • S.P. Stawicki, Application of financial analysis techniques to vital sign data: a novel method of trend interpretation in the intensive care unit,OPUS12 Scientist 1(2007)14-16.
    • (2007) OPUS12 Scientist , vol.1 , pp. 14-16
    • Stawicki, S.P.1
  • 17
    • 84976702763 scopus 로고
    • WordNet: A Lexical Database for English
    • George A. Miller (1995). WordNet: A Lexical Database for English. Communications of the ACM Vol. 38, No. 11: 39-41.
    • (1995) Communications of the ACM , vol.38 , Issue.11 , pp. 39-41
    • Miller, G.A.1
  • 18
    • 84889933946 scopus 로고    scopus 로고
    • Google Finance. http://finance.google.com/finance.
    • Google Finance
  • 19
    • 84856083086 scopus 로고    scopus 로고
    • Engadget http://www.engadget.com/.
    • Engadget
  • 20
    • 84856084048 scopus 로고    scopus 로고
    • Sharp Stock Price. http://www.google.com/finance?q=PINK:SHCA
    • Sharp Stock Price


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.