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News impact on stock price return via sentiment analysis
5 references·16 citing·46 second hop
News impact on stock price return via sentiment analysis (2014)News impact on stock price return via sen…When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)When Is a Liability Not a Lia…Textual analysis of stock market prediction using breaking financial news (2009)Textual analysis of stock mar…More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)More Than Words: Quantifying …Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…Behavioral finance (2003)Behavioral financeNews-based intelligent prediction of financial markets using text mining and machine learning: A systematic literature review (2023)News-based intelligent predic…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…A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction (2021)A hybrid model integrating de…The predictive power of public Twitter sentiment for forecasting cryptocurrency prices (2020)The predictive power of publi…Stock market prediction using machine learning classifiers and social media, news (2020)Stock market prediction using…Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong (2020)Incorporating stock prices an…A Survey on Machine Learning for Stock Price Prediction: Algorithms and Techniques (2020)A Survey on Machine Learning …Technical analysis and sentiment embeddings for market trend prediction (2019)Technical analysis and sentim…Listening to Chaotic Whispers (2018)Listening to Chaotic WhispersForecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine (2018)Forecasting Stock Market Move…Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspective (2017)Web Media and Stock Markets :…Natural language based financial forecasting: a survey (2017)Natural language based financ…Improving stock market prediction via heterogeneous information fusion (2017)Improving stock market predic…Decision support from financial disclosures with deep neural networks and transfer learning (2017)Decision support from financi…Financial Time-Series Data Analysis Using Deep Convolutional Neural Networks (2016)Financial Time-Series Data An…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)Risk, Return, and Equilibrium: Empirical Tests (1973)Common risk factors in the returns on stocks and bonds (1993)Disappearing dividends: changing firm characteristics or lower propensity to pay? 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this work references cited by second hop

References

  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
  • 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,822 cited
  • 2008More Than Words: Quantifying Language to Measure Firms' Fundamentals2,310 cited
  • 2009Textual analysis of stock market prediction using breaking financial news777 cited
  • 2003Behavioral finance525 cited

Cited by

  • 2020The predictive power of public Twitter sentiment for forecasting cryptocurrency prices415 cited
  • 2017Natural language based financial forecasting: a survey399 cited
  • 2020Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong370 cited
  • 2021A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction364 cited
  • 2020Stock market prediction using machine learning classifiers and social media, news336 cited
  • 2017Decision support from financial disclosures with deep neural networks and transfer learning316 cited
  • 2019Technical analysis and sentiment embeddings for market trend prediction293 cited
  • 2018Listening to Chaotic Whispers274 cited
  • 2018Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine257 cited

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  • 2017Improving stock market prediction via heterogeneous information fusion205 cited
  • 2021Artificial Intelligence Applied to Stock Market Trading: A Review199 cited
  • 2016Financial Time-Series Data Analysis Using Deep Convolutional Neural Networks166 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
  • 2020A Survey on Machine Learning for Stock Price Prediction: Algorithms and Techniques137 cited
  • 2017Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspective133 cited