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  Published Paper Details:

  Paper Title

SURVEY ON STOCK MARKET ANALYSIS & PRICING MOVEMENT USING MACHINE LEARNING

  Authors

  Ashutosh Pandey,  Dr. M.K.Manik

  Keywords

Shares, BSE, National Stock Exchanges, Volatility, Nifty Prediction.

  Abstract


Predicting the true stock price has been a long-standing subject for researchers in various fields. A model study based on arithmetic mean have been done to predict the movement of the stock price by using machine learning algorithm(MLA) such as SMA (Simple moving average) &EMA (Exponential moving average). The price fluctuation of the stock variesabnormally, as it depends on many factors such as Asian/European stock market, FII (Foreign Institutional Investors) &DII (Domestic Institutional Investors), value different commodities as well as day to day changesof functional strategy of different countries like -government Policies & sentiments, interest rate and inflation, Financial strategy of RBI and Governing of SEBI. As pandemic last longer and people converted their way of earnings in online mode and some of them forced to do trade to get rid of the hardship at financial journey. Generally, the people jump into the platform without trading knowledge and faces huge loss. Here the author takes pain to forecast the price a stock by using MLA algorithm over simple moving average. Study reveal that trading based on EMA generates more accuracy trading with SMA.

  IJCRT's Publication Details

  Unique Identification Number - IJCRTK020015

  Paper ID - 214183

  Page Number(s) - 116-127

  Pubished in - Volume 10 | Issue 1 | January 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Ashutosh Pandey,  Dr. M.K.Manik,   "SURVEY ON STOCK MARKET ANALYSIS & PRICING MOVEMENT USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 1, pp.116-127, January 2022, Available at :http://www.ijcrt.org/papers/IJCRTK020015.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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