Abstract:
This paper presents a study of regression analysis
for use in stock price prediction. The system shows
the stock market trend of the specified bank using
the previous stock prices. Data were obtained
from the daily official list of the prices of all
shares traded on the stock exchange. Android
devices invoke stock price prediction process via
restful web service. In the server side, the data
mining process uncovers patterns and
relationships and also extracts values of variables
from the database to predict the future values of
other variables through the use of time series data
that employed moving average method. The data
mining process predicts the trend of the future
stock market price. The predicted result is sent as
JSON response to android device. Android client
shows the result with graph lines to support
investors for decision making in stock market. For
reducing the risk in stock investment, the investors
can see the predicted trends of the companies
comparing in one graph diagram and make
decisions.
