[HTML][HTML] A review on sentiment analysis from social media platforms

M Rodríguez-Ibánez, A Casánez-Ventura… - Expert Systems with …, 2023 - Elsevier
Sentiment analysis has proven to be a valuable tool to gauge public opinion in different
disciplines. It has been successfully employed in financial market prediction, health issues …

Stock market prediction using machine learning techniques: a decade survey on methodologies, recent developments, and future directions

N Rouf, MB Malik, T Arif, S Sharma, S Singh, S Aich… - Electronics, 2021 - mdpi.com
With the advent of technological marvels like global digitization, the prediction of the stock
market has entered a technologically advanced era, revam** the old model of trading …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

[HTML][HTML] Deep learning for stock market prediction

M Nabipour, P Nayyeri, H Jabani, A Mosavi, E Salwana… - Entropy, 2020 - mdpi.com
The prediction of stock groups values has always been attractive and challenging for
shareholders due to its inherent dynamics, non-linearity, and complex nature. This paper …

Investigating the informativeness of technical indicators and news sentiment in financial market price prediction

SA Farimani, MV Jahan, AM Fard… - Knowledge-Based …, 2022 - Elsevier
Real-time market prediction tool tracking public opinion in specialized newsgroups and
informative market data persuades investors of financial markets. Previous works mainly …

A novel ensemble learning approach for stock market prediction based on sentiment analysis and the sliding window method

R Chiong, Z Fan, Z Hu, S Dhakal - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Financial news disclosures provide valuable information for traders and investors while
making stock market investment decisions. Essential but challenging, the stock market …

Predictive intelligence using ANFIS‐induced OWAWA for complex stock market prediction

W Hussain, JM Merigó, MR Raza - International Journal of …, 2022 - Wiley Online Library
Traditional time series prediction methods are unable to handle the complex nonlinear
relationship of a large data set. Most of the existing techniques are unable to manage …

[HTML][HTML] A machine learning method for prediction of stock market using real-time twitter data

S Albahli, A Irtaza, T Nazir, A Mehmood, A Alkhalifah… - Electronics, 2022 - mdpi.com
Finances represent one of the key requirements to perform any useful activity for humanity.
Financial markets, eg, stock markets, forex, and mercantile exchanges, etc., provide the …

Ensemble technique with optimal feature selection for Saudi stock market prediction: a novel hybrid red deer-grey algorithm

SS Alotaibi - IEEE Access, 2021 - ieeexplore.ieee.org
The forecast of the stock price attempts to assess the potential movement of the financial
exchange's stock value. The exact estimation of the movement of share price would …

Quantifying the impact of CEO social media celebrity status on firm value: novel measures from digital gatekee** theory

X Bao, B Sun, M Han, H Lin, RYK Lau - Technological Forecasting and …, 2023 - Elsevier
Recent literature has acknowledged the role of CEO social media presence in sha** firm
strategic outcomes. We contribute to this literature by invoking the CEO's public recognition …