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Stock closing price prediction based on sentiment analysis and LSTM · Study

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ArticleStock closing price prediction based on sentiment analysis and LSTM

Zhigang Jin2019

Article2019

Stock closing price prediction based on sentiment analysis and LSTM

Zhigang Jin · Yang Yang · Yuhong Liu

436 citations·0/0 files stored·Neural Computing and Applications

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Stock Market Forecasting Methods Financial Markets and Investment Strategies Time Series Analysis and Forecasting

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References

2006Investor Sentiment and the Cross‐Section of Stock Returns 2020Integración de los mercados financieros Latinoamericanos por medio de MILA 2017Deep learning with long short-term memory networks for financial market predictions 1998Market efficiency, long-term returns, and behavioral finance1The comments of Brad Barber, David Hirshleifer, S.P. Kothari, Owen Lamont, Mark Mitchell, Hersh Shefrin, Robert Shiller, Rex Sinquefield, Richard Thaler, Theo Vermaelen, Robert Vishny, Ivo Welch, and a referee have been helpful. Kenneth French and Jay Ritter get special thanks.1 2004Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards 2015Deep learning for event-driven stock prediction 2016Computational Intelligence and Financial Markets: A Survey and Future Directions

Cited by

2021A Survey of Forex and Stock Price Prediction Using Deep Learning 2020Stock price prediction using deep learning and frequency decomposition 2022Stock market index prediction using deep Transformer model 2020Forecasting stock prices with long-short term memory neural network based on attention mechanism 2022RETRACTED ARTICLE: An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis

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2020The role of text-extracted investor sentiment in Chinese stock price prediction with the enhancement of deep learningarticle · 4 shared references 2018Estimating the impact of domain-specific news sentiment on financial assetsarticle · 4 shared references 2019News media analytics in finance: a surveyarticle · 4 shared references 2014The Sum of All FEARS Investor Sentiment and Asset Pricesarticle · 3 shared references 2014Investor Sentiment Aligned: A Powerful Predictor of Stock Returnsarticle · 3 shared references 2011Global, local, and contagious investor sentimentarticle · 3 shared references

Details

Year2019

Typearticle

Published2019-09-19

VenueNeural Computing and Applications

ISSN-L0941-0643

Languageen

Citations436

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1007/s00521-019-04504-2

openalex_workW2973508239

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2023Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022

2022BiCuDNNLSTM-1dCNN — A hybrid deep learning-based predictive model for stock price prediction

2022Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction