• DocumentCode
    2007965
  • Title

    Candlestick Tutor: an intelligent tool for investment knowledge learning and sharing

  • Author

    Chiung-Hon Leon ; Lee, Chiung-Hon Leon ; Liu, Alan

  • Author_Institution
    Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chia-Yi, Taiwan
  • fYear
    2005
  • fDate
    5-8 July 2005
  • Firstpage
    238
  • Lastpage
    240
  • Abstract
    An intelligent tool for the investment knowledge learning and sharing is proposed and developed. The candlestick pattern is a widely used empirical model of investment decision and the investors can make investment decisions by the identified candlestick patterns. The imprecise and vague investment knowledge is represented in fuzzy candlestick patterns. The pattern consists of candlestick lines which are derived from the variation of the trading prices. The investor can create, edit, validate, and share the patterns by the proposed system. A graphical user interface (GUI) is designed to display the candlestick patterns and the user can also capture the pattern directly from the GUI. A fuzzy pattern recognition module is implemented in the system to help the user to identify the patterns automatically from the large amount financial database.
  • Keywords
    fuzzy set theory; graphical user interfaces; intelligent tutoring systems; investment; pattern recognition; Candlestick Tutor; GUI; financial database; fuzzy candlestick pattern; fuzzy pattern recognition module; graphical user interface; intelligent tool; investment decision; investment knowledge learning; knowledge sharing; pattern identification; trading price variation; Artificial neural networks; Classification tree analysis; Databases; Displays; Fuzzy systems; Genetic algorithms; Graphical user interfaces; Investments; Pattern recognition; Regression tree analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2005. ICALT 2005. Fifth IEEE International Conference on
  • Print_ISBN
    0-7695-2338-2
  • Type

    conf

  • DOI
    10.1109/ICALT.2005.82
  • Filename
    1508661