ISSN 2394-5125
 

Research Article 


A SURVEY PAPER ON STOCK PRICE PREDICTION

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal,Tanmay Tumbare.

Abstract
Stock market prediction involves prediction of thevalues of company stock for the coming future traded on an exchange in order to invest wisely. Various styles of stock trading are performed mainly short term and longtermexchange only if one can analyze and predict accurate values so it can yield a perfect investment outcome with positives always. Before the development of ML, AI the predictors used techniques and algorithms and worked on paper and pen like fundamental and technical analysis. SMA, EMA, MACD were the key algorithms used by those predictors prior to the beginning of computer technologies and algorithms, now prediction moved into the technological era with far more accuracy and certainty. Analysts have entire software, projects built for predictions running at the base Artificial Neural Network, Support Vector Machine, Convolutional Neural Network, Long Short-Term memory and so on. Considering the usage of algorithms certainly gave a boost to the accuracy of prediction. This survey paper goes around all traditional yet evolutionary processing techniques used for stock market prediction and concluding the best out with the best one.

Key words: Stock return value, data processing, support vector machine,artificial neural network, long short termmemory, convolution neural network,regressions, sentiment analysis.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Kapil Tajane
Articles by Rushikesh Satale
Articles by Siddhesh Sheth
Articles by Omkar Panchal
Articles by Tanmay Tumbare
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. A SURVEY PAPER ON STOCK PRICE PREDICTION. JCR. 2020; 7(19): 1058-1066. doi:10.31838/jcr.07.19.131


Web Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. A SURVEY PAPER ON STOCK PRICE PREDICTION. http://www.jcreview.com/?mno=104053 [Access: September 14, 2020]. doi:10.31838/jcr.07.19.131


AMA (American Medical Association) Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. A SURVEY PAPER ON STOCK PRICE PREDICTION. JCR. 2020; 7(19): 1058-1066. doi:10.31838/jcr.07.19.131



Vancouver/ICMJE Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. A SURVEY PAPER ON STOCK PRICE PREDICTION. JCR. (2020), [cited September 14, 2020]; 7(19): 1058-1066. doi:10.31838/jcr.07.19.131



Harvard Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare (2020) A SURVEY PAPER ON STOCK PRICE PREDICTION. JCR, 7 (19), 1058-1066. doi:10.31838/jcr.07.19.131



Turabian Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. 2020. A SURVEY PAPER ON STOCK PRICE PREDICTION. Journal of Critical Reviews, 7 (19), 1058-1066. doi:10.31838/jcr.07.19.131



Chicago Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. "A SURVEY PAPER ON STOCK PRICE PREDICTION." Journal of Critical Reviews 7 (2020), 1058-1066. doi:10.31838/jcr.07.19.131



MLA (The Modern Language Association) Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare. "A SURVEY PAPER ON STOCK PRICE PREDICTION." Journal of Critical Reviews 7.19 (2020), 1058-1066. Print. doi:10.31838/jcr.07.19.131



APA (American Psychological Association) Style

Kapil Tajane, Rushikesh Satale,Siddhesh Sheth, Omkar Panchal ,Tanmay Tumbare (2020) A SURVEY PAPER ON STOCK PRICE PREDICTION. Journal of Critical Reviews, 7 (19), 1058-1066. doi:10.31838/jcr.07.19.131