International Research Journal of Innovations in Engineering and Technology - IRJIET International Open Access, Monthly, Peer Reviewed, Reputed Journal ISSN (online): 2581-3048

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DOI Prefix: 10.47001/IRJIET

Survey Paper on Stock Prediction Using Machine Learning Algorithms

Amol Jeewanrao ShewalkarDepartment of Information Technology, Siddhant College of Engineering, Pune, IndiaDr. Bijendra GuptaDepartment of Information Technology, Siddhant College of Engineering, Pune, India

Vol 7 No (2023): Volume 7, Special Issue of ICRTET- 2023 | Pages: 245-247

International Research Journal of Innovations in Engineering and Technology

OPEN ACCESS | Research Article | Published Date: 16-07-2023

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Abstract

Stock Market Prediction is a challenging and trending topic for researchers in recent years. Although it contains significant risk, it is frequently utilized in investment schemes that promise big returns. The returns on stocks are quite erratic. They are influenced by a number of variables, including prior stock prices, current market trends, financial news, social media, etc. There are many methods used to forecast stock value, including technical analysis, fundamental analysis, time series analysis, and statistical analysis, however none of these methods has been demonstrated to be a reliable forecasting method. In order to improve the accuracy of stock price prediction, a variety of machine learning approaches and algorithms are examined in this study.

Keywords

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Citation of this Article

Amol Jeewanrao Shewalkar, Dr. Bijendra Gupta, “Survey Paper on Stock Prediction Using Machine Learning Algorithms” in proceeding of International Conference of Recent Trends in Engineering & Technology ICRTET - 2023, Organized by SCOE, Sudumbare, Pune, India, Published in IRJIET, Volume 7, Special issue of ICRTET-2023, pp 245-247, June 2023.

Licence Copyright (c) 2026 International Research Journal of Innovations in Engineering and Technology creative common licence This work is licensed under Creative common Attribution Non Commercial 4.0 Internation Licence
References
  1. K. Hiba Sadia, Aditya Sharma, Adarrsh Paul, SarmisthaPadhi, Saurav Sanyal “Stock Market Prediction Using Machine Learning Algorithms” International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-8 Issue-4, April 2019.
  2. Mariam Moukalled, Wassim El-Hajj, Mohamad Jaber “Automated Stock Price Prediction Using Machine Learning”.
  3. Siyuan Liu, Guangzhong Liao, Yifan Ding, “Stock Transaction Prediction Modeling and Analysis Based on LSTM,” - IEEE (2018).
  4. Ishita Parmar, Navanshu Agarwal, Sheirsh Saxena” Stock Market Prediction Using Machine Learning 2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC).
  5. Aparna Nayak, M. M. Manohara Pai and Radhika M. Pai” Prediction Models for Indian Stock Market”.
  6. Dou Wei, “Prediction of Stock Price Based on LSTM Neural Network” in International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM), 2019.
  7. C.H. Vanipriya1 and K. Thammi Reddy “Indian Stock Market Predictor System”.
  8. Juan Ricardo Rivera Peruyero , Pere Marti-Puig, “Webbased system for evaluating day trading strategies,” 2011 7th International Conference on Next Generation Web Services Practices 253.
  9. Osman Hegazy, Omar S, Soliman and Mustafa Abdul Salam”A Machine Learning Model for Stock Market Prediction”.
  10. Meghna Misra, Ajay Prakash Yadav, Harkiran Kaur, “Stock Market Prediction using Machine Learning Algorithms: A Classification Study,” (ICRIEECE) IEEE - (2018).
  11. Venkata Sasank Pagolu, Kamal Nayan Reddy Challa, Ganapati Panda “Sentiment Analysis of Twitter Data for Predicting Stock Market Movements”.
  12. Dinesh Bhuriya, Girish Kaushal, Ashish Sharma, Upendra Singh, “Stock Market Prediction Using A Linear Regression” in International Conference on Electronics, Communication and Aerospace Technology ICECA, 2017.
  13. Edgar P. Torres P, Myriam Hernández-Álvarez, Edgar A.        Torres Hernández, and Sang Guun Yoo“Stock Market Data Prediction Using Machine Learning Techniques.d. 

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