A Hybrid System for Forecasting Stock Price Variations in the Stock Market

R. Rajasinghe, W. Weerapperuma, W. Wijesinghe, K. Rathnayake, L. Seneviratne
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Abstract

Stock Market is the platform that enables investors to channel their savings to generate a profit. Companies pay dividends for the shareholders at the end of a profitable period. The Random Walk Hypothesis governs the Stock Prices as the prices are stated as total random fluctuations that cannot be predicted. Hybrid System for Forecasting Stock Prices Variations in the Stock Market (Hybrid Forecaster) is a research carried out to implement a decision support system that provides insight for selecting profitable stocks using forecasting methodologies. Multitude of researches carried out in this field are limited to forecasting stock market using a single standpoint that affects the stock prices. The research explores critical elements that affects the prices from multiple dimensions.
预测股票市场中股票价格变化的混合系统
股票市场是一个平台,使投资者能够引导他们的储蓄产生利润。公司在盈利期结束时向股东支付股息。随机漫步假说支配股票价格,因为价格被描述为无法预测的总随机波动。预测股票市场股票价格变化的混合系统(混合预测器)是一项研究,旨在实施决策支持系统,该系统为使用预测方法选择有利可图的股票提供洞察力。在这一领域进行的大量研究都局限于使用单一的观点来预测股票市场,从而影响股票价格。该研究从多个维度探讨了影响价格的关键因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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