Stock market prediction using machine learning classifiers and social media, news

W Khan, MA Ghazanfar, MA Azam, A Karami… - Journal of Ambient …, 2022 - Springer
Accurate stock market prediction is of great interest to investors; however, stock markets are
driven by volatile factors such as microblogs and news that make it hard to predict stock …

Sentiment analysis for stock price prediction

R Gupta, M Chen - 2020 IEEE conference on multimedia …, 2020 - ieeexplore.ieee.org
Stock prices and financial markets are often sentiment-driven, which leads to research
efforts to predict stock market trend using public sentiments expressed on social media such …

Stock price movement prediction using sentiment analysis and CandleStick chart representation

TT Ho, Y Huang - Sensors, 2021 - mdpi.com
Determining the price movement of stocks is a challenging problem to solve because of
factors such as industry performance, economic variables, investor sentiment, company …

Critical review of text mining and sentiment analysis for stock market prediction

Z Janková - Journal of Business Economics and Management, 2023 - ijspm.vgtu.lt
The paper is aimed at a critical review of the literature dealing with text mining and sentiment
analysis for stock market prediction. The aim of this work is to create a critical review of the …

[HTML][HTML] More than just sentiment: Using social, cognitive, and behavioral information of social media to predict stock markets with artificial intelligence and big data

YE AKDOGAN, A ANBAR - Borsa Istanbul Review, 2024 - Elsevier
Digital transformation offers unprecedented opportunities to access data on hard-to-
measure social aspects. In this digital era, social media platforms have become critical data …

Sentiment analysis and prediction of Indian stock market amid Covid-19 pandemic

C Gondaliya, A Patel, T Shah - IOP conference series: materials …, 2021 - iopscience.iop.org
Outbreak and spread of the Covid-19 pandemic have touched to the core of our sentiments.
Indian stock market has seen a roller coaster ride so far this year amid the Covid-19 …

How to make machine select stocks like fund managers? Use scoring and screening model

Y Li, K Fu, Y Zhao, C Yang - Expert Systems with Applications, 2022 - Elsevier
With the development of technology and the abundance of data, many novel methods like
artificial intelligence and machine learning have emerged for quantitative finance. This work …

Stock market prediction based on machine learning and social sentiment analysis

N Zaman, MA Ghazanfar, M Anwar, SW Lee, N Qazi… - Authorea …, 2023 - techrxiv.org
Precise stock market prediction is crucial for investors, but the volatility of the stock market is
influenced by multiple factors such as public sentiments, business news, and related product …

[PDF][PDF] Stock market prediction using Twitter sentiment analysis

V Padmanayana, K Bhavya - Int. J. Sci. Res. Comput. Sci. Eng. Inf …, 2021 - academia.edu
Stock market prediction is an important topic in financial engineering especially since new
techniques and approaches on this matter are gaining value constantly. In this project, we …

A gold futures price forecast model based on SGRU-AM

J Wang, Y Li, T Wang, J Li, H Wang, P Liu - IEEE Access, 2021 - ieeexplore.ieee.org
As the leading component of the financial market, the price formation mechanism of gold
futures has been attracting extra attention of financiers and scholars. However, the data of …