Machine Learning Based Prediction of Stock Exchange on NASDAQ 100: A Twitter Mining Approach

S Harguem, Z Chabani, S Noaman… - … on Cyber Resilience …, 2022 - ieeexplore.ieee.org
… affiliation between the stock market price increase/decrease and the tweets sent from the …
from the NASDAQ 100, the famous source of Twitter stock prediction of the top 100 companies …

[PDF][PDF] Machine Learning Based Prediction of Stock Exchange on NASDAQ 100: A Twitter Mining Approach

MAMB Alvi - researchgate.net
… affiliation between the stock market price increase/decrease and the tweets sent from the …
from the NASDAQ 100, the famous source of Twitter stock prediction of the top 100 companies …

… and deep learning based model to forecast the direction of stock exchange market using Twitter and financial news sites: a case of Istanbul stock exchange (BIST 100 …

ZH Kilimci, R Duvar - IEEE Access, 2020 - ieeexplore.ieee.org
… study is the primary endeavor to predict the stock market direction using the combination of
… Aforementioned deep learning methods and word embedding techniques are employed in …

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

W Khan, MA Ghazanfar, MA Azam, A Karami… - … of Ambient Intelligence …, 2022 - Springer
Based on the analysis given above, we suggest a novel machine learning approach for stock
market prediction by … For this research, we select Twitter as the source of social media data …

A local and global event sentiment based efficient stock exchange forecasting using deep learning

H Maqsood, I Mehmood, M Maqsood, M Yasir… - International Journal of …, 2020 - Elsevier
… use the Twitter dataset to calculate the sentiment analysis for … emotional tweets were linked
with Down Jones, NASDAQ and … the deep learning model for stock exchange prediction and …

Predicting stock market trends using machine learning algorithms via public sentiment and political situation analysis

W Khan, U Malik, MA Ghazanfar, MA Azam, KH Alyoubi… - Soft Computing, 2020 - Springer
methods for stock market prediction. … in machine learning algorithms and predict stock
prices using these attributes. To develop this model, the authors crawled tweets from Twitter and …

Public sentiment analysis in Twitter data for prediction of a company's stock price movements

L Bing, KCC Chan, C Ou - 2014 IEEE 11th International …, 2014 - ieeexplore.ieee.org
… a method to mine Twitter data for answers to these questions. Specifically, we propose to use
a data mining … of American stock market price by applying the sentiment analysis and data …

Stock market analysis using social networks

M Li, C Yang, J Zhang, D Puthal, Y Luo… - Proceedings of the …, 2018 - dl.acm.org
machine learning techniques on retrieved tweet corpus. A machine learning model is deployed
to predict tweet … the correlation between twitter sentiment and stock prices. Specifically, …

Recent advances in stock market prediction using text mining: A survey

FS Alzazah, X Cheng - … -Higher Education and Intelligence …, 2020 - books.google.com
machine learning (ML) and deep learning (DL) methods … -based approach to predict the
stock market based on Twitter … historical stock data in addition to Twitter messages to predict

Stock market prediction using machine learning techniques

N Sirimevan, I Mamalgaha… - … on Advancements in …, 2019 - ieeexplore.ieee.org
… We use the Twitter sentiment analysis, web news text analysis, search engine query hits, …
stock prices and various machine learning techniques for the stock price return prediction