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
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;
Conference_Titel :
Advanced Learning Technologies, 2005. ICALT 2005. Fifth IEEE International Conference on
Print_ISBN :
0-7695-2338-2
DOI :
10.1109/ICALT.2005.82