This DECISION MAKING SYSTEM IN STOCK EXCHANGE is used to predict the future stock prices. In the sense it uses different automated techniques and strategies that allow us to buy and sell orders with appropriate rates emphasizing total profit associated to capital gains.The problem considers the application of decision mining in stock exchange. The core of the problem is profitable business of automated buying and selling in any erratic stock market circumstance.