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Stock Price Prediction Using News Sentiment Analysis
1 references·16 citing·49 second hop
Stock Price Prediction Using News Sentiment Analysis (2019)Stock Price Prediction Using News Sentime…Textual analysis of stock market prediction using breaking financial news (2009)Textual analysis of stock mar…News-driven stock market index prediction based on trellis network and sentiment attention mechanism (2024)News-driven stock market inde…FNSPID: A Comprehensive Financial News Dataset in Time Series (2024)FNSPID: A Comprehensive Finan…A hybrid model for stock price prediction based on multi-view heterogeneous data (2024)A hybrid model for stock pric…Stock Prediction by Integrating Sentiment Scores of Financial News and MLP-Regressor: A Machine Learning Approach (2023)Stock Prediction by Integrati…News-based intelligent prediction of financial markets using text mining and machine learning: A systematic literature review (2023)News-based intelligent predic…Investigating Deep Stock Market Forecasting with Sentiment Analysis (2023)Investigating Deep Stock Mark…Forecasting the S&P 500 Index Using Mathematical-Based Sentiment Analysis and Deep Learning Models: A FinBERT Transformer Model and LSTM (2023)Forecasting the S&P 500 Index…Attention-based CNN–LSTM for high-frequency multiple cryptocurrency trend prediction (2023)Attention-based CNN–LSTM for …A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model (2023)A Multi Parameter Forecasting…Using Financial News Sentiment for Stock Price Direction Prediction (2022)Using Financial News Sentimen…Stock Price Prediction using Machine Learning and Sentiment Analysis (2021)Stock Price Prediction using …S_I_LSTM: stock price prediction based on multiple data sources and sentiment analysis (2021)S_I_LSTM: stock price predict…Artificial Intelligence Applied to Stock Market Trading: A Review (2021)Artificial Intelligence Appli…Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts (2021)Accurate Multivariate Stock M…VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls (2020)VolTAGE: Volatility Forecasti…Indonesian Stock Price Prediction including Covid19 Era Using Decision Tree Regression (2020)Indonesian Stock Price Predic…The Behavior of Stock-Market Prices (1965)A Random Walk Down Wall Street (1973)Application of support vector machines in financial time series forecasting (2001)A LSTM-based method for stock returns prediction: A case study of China stock market (2015)Deep learning for event-driven stock prediction (2015)Applications of deep learning in stock market prediction: Recent progress (2021)Portfolio Selection (1952)Optimization of conditional value-at-risk (2000)Twitter mood predicts the stock market (2011)Scientometric review and analysis of recent approaches to stock market forecasting: Two decades survey (2022)Varieties of transparency: exploring agency within AI systems (2022)Applications of artificial intelligence in closed-loop supply chains: Systematic literature review and future research agenda (2024)A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction (2017)Stock market's price movement prediction with LSTM neural networks (2017)Stock Price Prediction via Discovering Multi-Frequency Trading Patterns (2017)MetaTrader (2022)Hybrid Information Mixing Module for Stock Movement Prediction (2023)StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting (2024)Stock Price Prediction Using the ARIMA Model (2014)Stock price prediction using LSTM, RNN and CNN-sliding window model (2017)Stock Market Prediction Using Microblogging Sentiment Analysis and Machine Learning (2022)Deep-learning-based stock market prediction incorporating ESG sentiment and technical indicators (2024)Stock Market Prediction With Transductive Long Short-Term Memory and Social Media Sentiment Analysis (2024)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)Text mining for market prediction: A systematic review (2014)A note on the validity of cross-validation for evaluating autoregressive time series prediction (2017)Predicting stock market using natural language processing (2023)Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM (2023)Enhancing the Prediction of Stock Market Movement Using Neutrosophic-Logic-Based Sentiment Analysis (2024)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Is All That Talk Just Noise? 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(2013)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Stock Market Prediction Using LSTM Recurrent Neural Network (2020)The Causal Impact of Media in Financial Markets (2011)News impact on stock price return via sentiment analysis (2014)Sentiment analysis on social media for stock movement prediction (2015)Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach (2018)Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions (2024)Helformer: an attention-based deep learning model for cryptocurrency price forecasting (2025)
this work references cited by second hop

References

  • 2009Textual analysis of stock market prediction using breaking financial news777 cited

Cited by

  • 2021Artificial Intelligence Applied to Stock Market Trading: A Review199 cited
  • 2023A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model165 cited
  • 2021S_I_LSTM: stock price prediction based on multiple data sources and sentiment analysis162 cited
  • 2023News-based intelligent prediction of financial markets using text mining and machine learning: A systematic literature review162 cited
  • 2021Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts151 cited
  • 2023Stock Prediction by Integrating Sentiment Scores of Financial News and MLP-Regressor: A Machine Learning Approach105 cited
  • 2023Forecasting the S&P 500 Index Using Mathematical-Based Sentiment Analysis and Deep Learning Models: A FinBERT Transformer Model and LSTM76 cited
  • 2023Attention-based CNN–LSTM for high-frequency multiple cryptocurrency trend prediction64 cited
  • 2022Using Financial News Sentiment for Stock Price Direction Prediction62 cited
  • 2024FNSPID: A Comprehensive Financial News Dataset in Time Series61 cited
  • 2023Investigating Deep Stock Market Forecasting with Sentiment Analysis45 cited
  • 2020Indonesian Stock Price Prediction including Covid19 Era Using Decision Tree Regression40 cited

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  • 2024A hybrid model for stock price prediction based on multi-view heterogeneous data38 cited
  • 2020VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls36 cited
  • 2021Stock Price Prediction using Machine Learning and Sentiment Analysis36 cited
  • 2024News-driven stock market index prediction based on trellis network and sentiment attention mechanism34 cited