Predicting stock price using fuzzy grey prediction system

被引:200
作者
Wang, YF [1 ]
机构
[1] Chang Gung Inst Nursing, Dept Informat Management, Tao Yuan, Taiwan
关键词
stock price; fuzzy grey prediction;
D O I
10.1016/S0957-4174(01)00047-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The purpose of this paper is to predict the stock price instantly at any given time. One problem with predicting stock prices is that there may be a large or small difference in two continuous sets of data. The other problem is that the volume of stock data is so large that it affects our ability to use it. To solve these problems, we constructed a data mart to reduce the size of stock data and combined fuzzification techniques with the grey theory to develop a fuzzy grey prediction as One of predicting functions in our system to predict the possible answer immediately. To demonstrate that our system is working correctly, we used our prediction system to analyse stock data and to predict the stock price promptly at a specific time. The system can effectively help stock dealers deal with day trading. (C) 2001 Published by Elsevier Science Ltd.
引用
收藏
页码:33 / 38
页数:6
相关论文
共 17 条
  • [1] [Anonymous], [No title captured]
  • [2] [Anonymous], 1990, TIME SERIES
  • [3] BABA N, 1992, P IJCNN
  • [4] Mining time series data by a fuzzy linguistic summary system
    Chiang, DA
    Chow, LR
    Wang, YF
    [J]. FUZZY SETS AND SYSTEMS, 2000, 112 (03) : 419 - 432
  • [5] CHIANG DA, 1999, J GREY SYSTEM, V11, P97
  • [6] DEMAREST M, 1994, DBMA MAGAZINE, V7, P44
  • [7] Deng Julong, 1989, Journal of Grey Systems, V1, P1
  • [8] Deng Julong, 1989, Journal of Grey Systems, V1, P25
  • [9] The KDD process for extracting useful knowledge from volumes of data
    Fayyad, U
    PiatetskyShapiro, G
    Smyth, P
    [J]. COMMUNICATIONS OF THE ACM, 1996, 39 (11) : 27 - 34
  • [10] KACPRZYK J, 1992, FUZZY LOGIC MANAGEME, P465