Intelligence Stock Forecasting Using Neural Network

Authors

  • Harish R Pawar Dept. of Computer Engg, University of Pune, India
  • Prasad G Gaikwad Dept. of Computer Engg, University of Pune, India
  • Umesh G Bombale Dept. of Computer Engg, University of Pune, India
  • Dipak D Jagtap Dept. of Computer Engg, University of Pune, India
  • Santosh Durugkar Dept. of Computer Engg, University of Pune, India

Keywords:

Stock Market Forecasting, Back Propagation Algorithm, Data Mining, Technical Indicator, Neural Network

Abstract

Future share market price prediction for any company mostly requires the help of AI and data mining techniques. The nature of any company almost depends upon fluctuation in share market. Some people think that buying or selling the stock of company is an act of gambling or any illegal activity but it is not the case instead it helps to us personally and for our countries growth also. However it is now possible to predict the future price by developing the effective pattern using neural network and data mining technique with the help of Back-propagation algorithm. By fetching historical data of any company from yahoo finance server and applying some data mining technique on it we are going to predict the future price.

References

Zhou Yixin, QingDao, and Jie Zhang, “Stock data analysis based on BP neural network”,Second International Conference on Communication Software and Networks,volume-9,Issue-5,May-2010.

K. Senthamarai Kannan, P. Sailapathi Sekar, M.Mohamed Sathik and P. Arumugam, “Financial Stock Market Forecast using Data Mining Techniques” International Multiconference of Engineers and Computer Scientists Volume-1,IMECS-2010,March 17-19,2010 .

S. Prasanna and Dr. D. Ezhilmaran, “An analysis on Stock Market Prediction using Data Mining Techniques”, International Journal of Computer Science & Engineering Technology,Volume-4,02 Feb 2013.

Baba and MotokazuKozaki “An Intelligent Forewng System Of Stock Price Using Neural Neworks ”,2010

SunisaRimcharoen, DarichaSutivong and PrabhasChongstitvatana “Prediction of the Stock Exchange of Thailand Using Adaptive Evolution Strategies”, 2005

Nguyen Lu Dang Khoa1, KazutoshiSakakibara and

Ikuko Nishikawa “Stock Price Forecasting using Back Propagation Neural Networks with Time and Profit Based Adjusted Weight Factors”, 2006

Zhijun Peng. Some new data mining method and its application in Chinese securities market. Chinese dissertation database,2005

Yong Liao. Based on Gene Expression Programming and the time series analysis of the price of stock. Chinese dissertation database, 2005

Fengjing Shao, Zhong qing yu. Principle and algorithm of data mining. Sinohydro Press, 2003

Downloads

Published

2014-04-30

How to Cite

[1]
H. R. Pawar, P. G. Gaikwad, U. G. Bombale, D. D. Jagtap, and S. Durugkar, “Intelligence Stock Forecasting Using Neural Network”, Int. J. Comp. Sci. Eng., vol. 2, no. 4, pp. 103–106, Apr. 2014.

Issue

Section

Research Article