Statistical Finance · Quantitative Finance
Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis
Varun Sangwan, Vishesh Kumar Singh, Bibin Christopher
2023-07-18
Statistical Finance · Quantitative Finance
HiSA-SMFM: Historical and Sentiment Analysis based Stock Market Forecasting Model
Ishu Gupta, Tarun Kumar Madan, Sukhman Singh, Ashutosh Kumar Singh
2022-03-17
Statistical Finance · Quantitative Finance
BERT-based Financial Sentiment Index and LSTM-based Stock Return Predictability
Joshua Zoen Git Hiew, Xin Huang, Hao Mou, Duan Li +2
2022-07-08
Machine Learning · Computer Science
Analyzing public sentiment to gauge key stock events and determine volatility in conjunction with time and options premiums
SriVarsha Mulakala, Umesh Vangapally, Benjamin Larkey, Aidan Henrichs +1
2025-02-11
Computation and Language · Computer Science
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?
Haohan Zhang, Fengrui Hua, Chengjin Xu, Hao Kong +2
2024-05-07
Machine Learning · Computer Science
GRUvader: Sentiment-Informed Stock Market Prediction
Akhila Mamillapalli, Bayode Ogunleye, Sonia Timoteo Inacio, Olamilekan Shobayo
2024-12-11
Information Retrieval · Computer Science
Sentiment Analysis of Twitter Data for Predicting Stock Market Movements
Venkata Sasank Pagolu, Kamal Nayan Reddy Challa, Ganapati Panda, Babita Majhi
2016-10-31
Computation and Language · Computer Science
FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs
Yixuan Liang, Yuncong Liu, Neng Wang, Hongyang Yang +2
2025-06-24
Social and Information Networks · Computer Science
Stock Volatility Prediction Using Recurrent Neural Networks with Sentiment Analysis
Yifan Liu, Zengchang Qin, Pengyu Li, Tao Wan
2017-05-09
Computational Engineering, Finance, and Science · Computer Science
Using Stock Prices as Ground Truth in Sentiment Analysis to Generate Profitable Trading Signals
Ellie Birbeck, Dave Cliff
2018-11-08
Statistical Finance · Quantitative Finance
A Sentiment Analysis Approach to the Prediction of Market Volatility
Justina Deveikyte, Helyette Geman, Carlo Piccari, Alessandro Provetti
2020-12-14
Statistical Finance · Quantitative Finance
Do Weibo platform experts perform better at predicting stock market?
Ziyuan Ma, Conor Ryan, Jim Buckley, Muslim Chochlov
2024-03-05