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Research Paper | Accounting | China | Volume 10 Issue 6, June 2021 | Popularity: 5 / 10

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Analysis of Stock Market Prediction

Ulugbek Latipov, Wei Wang

Abstract: Stock market prediction involves predicting future value of company stock or other financial instrument traded on an exchange. Various types of trading can be done in stock market. It could be short term trading or even long term trading but if someone can predict the value or class of that entity, it can yield very good return for the investment done. Prior to evolution of digital world, predictors continued to use paper work methods like fundamental and technical analysis. Various useful technical indicators such as SMA, EMAand MACD found to be very useful however with the advent of computer technologies and algorithms, prediction moved into technological realm. Analysts started building prediction system using Neural Network, Support Vector Machine, Decision Trees and Hidden Markov Model. Prediction accuracy really improved using algorithmic approach as well as evolutionary data mining techniques used for stock market prediction.

Keywords: Stock Market, Data mining, Technical indicators, Support vector Machine, Neural Network

Edition: Volume 10 Issue 6, June 2021

Pages: 763 - 766

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