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Textual Analysis of Stock Market Prediction Using Financial News Articles
8 references·15 citing·44 second hop
Textual Analysis of Stock Market Prediction Using Financial News Articles (2006)Textual Analysis of Stock Market Predicti…Forecasting Intraday stock price trends with text mining techniques (2004)Forecasting Intraday stock pr…Combining data and text mining techniques for analysing financial reports (2004)Combining data and text minin…A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A hybrid ARIMA and support ve…News Sensitive Stock Trend Prediction (2002)News Sensitive Stock Trend Pr…Application of support vector machines in financial time series forecasting (2001)Application of support vector…Time series properties of an artificial stock market (1999)Time series properties of an …A Random Walk Down Wall Street (1973)A Random Walk Down Wall StreetThe Behavior of Stock-Market Prices (1965)The Behavior of Stock-Market …Using Text Mining in Financial Reporting: To Predict the Companies' Corporate Governance Qualifications (2023)Using Text Mining in Financia…Machine Learning for Active Portfolio Management (2021)Machine Learning for Active P…Domain Adaptive Multi-Modality Neural Attention Network for Financial Forecasting (2020)Domain Adaptive Multi-Modalit…Stock Price Prediction Using Machine Learning Techniques (2019)Stock Price Prediction Using …Stock Price Prediction by Deep Neural Generative Model of News Articles (2018)Stock Price Prediction by Dee…Stock Market Prediction Analysis by Incorporating Social and News Opinion and Sentiment (2018)Stock Market Prediction Analy…Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks (2018)Dow Jones Trading with Deep L…A new graphic kernel method of stock price trend prediction based on financial news semantic and structural similarity (2018)A new graphic kernel method o…Exploring mutual information-based sentimental analysis with kernel-based extreme learning machine for stock prediction (2016)Exploring mutual information-…Stock price prediction based on stock-specific and sub-industry-specific news articles (2015)Stock price prediction based …Directional Prediction of Stock Prices Using Breaking News on Twitter (2015)Directional Prediction of Sto…Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information (2014)Enhancing quantitative intra-…MEASURING EFFECTS ON STOCK RETURNS OF SENTIMENT INDEXES CREATED FROM STOCK MESSAGE BOARDS (2012)MEASURING EFFECTS ON STOCK RE…A Discrete Stock Price Prediction Engine Based on Financial News (2010)A Discrete Stock Price Predic…Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports (2009)Financial Forecasting Using C…Stock prediction: Integrating text mining approach using real-time news (2003)Technical Analysis from A to Z (2005)NewsCATS: A News Categorization and Trading System (2006)Combining News and Technical Indicators in Daily Stock Price Trends Prediction (2007)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Time series forecasting using a hybrid ARIMA and neural network model (2003)Surveying stock market forecasting techniques – Part II: Soft computing methods (2008)A novel hybridization of artificial neural networks and ARIMA models for time series forecasting (2010)Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Noise Trader Risk in Financial Markets (1990)Heterogeneous Agent Models in Economics and Finance (2005)Textual analysis of stock market prediction using breaking financial news (2009)DCCA cross-correlation coefficient: Quantifying level of cross-correlation (2010)The Econometrics of Financial Markets (2012)Financial time series forecasting using support vector machines (2003)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)A hybrid model based on differential fuzzy logic relationships and imperialist competitive algorithm for stock market forecasting (2015)Combining ARFIMA models and fuzzy time series for the forecast of long memory time series (2015)Combining bag-of-words and sentiment features of annual reports to predict abnormal stock returns (2017)DISTRIBUTION OF INCOMES OF CORPORATIONS AMONG DIVIDENDS, RETAINED EARNINGS AND TAXES (1956)Portfolio Selection: Efficient Diversification of Investments (1959)Dividend Policy, Growth, and the Valuation of Shares (1961)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Risk, Return, and Equilibrium: Empirical Tests (1973)Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)Market Making and Reversal on the Stock Exchange (1966)Predictability of Stock Market Prices. (1971)A quantitative stock prediction system based on financial news (2009)A survey of the applications of text mining in financial domain (2016)An adaptive portfolio trading system: A risk-return portfolio optimization using recurrent reinforcement learning with expected maximum drawdown (2017)Discourse in the Marketplace: The Making of Meaning in Annual Reports (1997)Identification of fraudulent financial statements using linguistic credibility analysis (2010)Norm theory: Comparing reality to its alternatives. (1986)Investor Sentiment and the Closed‐End Fund Puzzle (1991)An Engine, Not a Camera (2006)Support vector machine with adaptive parameters in financial time series forecasting (2003)Forecasting stock market movement direction with support vector machine (2004)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using social media mining technology to assist in price prediction of stock market (2016)Bayesian neural networks for stock price forecasting before and during COVID-19 pandemic (2021)Machine Learning in Finance: A Metadata-Based Systematic Review of the Literature (2021)
this work references cited by second hop

References

  • 1965The Behavior of Stock-Market Prices8,707 cited
  • 1973A Random Walk Down Wall Street1,743 cited
  • 2001Application of support vector machines in financial time series forecasting1,270 cited
  • 2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
  • 1999Time series properties of an artificial stock market729 cited
  • 2004Forecasting Intraday stock price trends with text mining techniques266 cited
  • 2004Combining data and text mining techniques for analysing financial reports144 cited
  • 2002News Sensitive Stock Trend Prediction135 cited

Cited by

  • 2014Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information72 cited
  • 2010A Discrete Stock Price Prediction Engine Based on Financial News66 cited
  • 2016Exploring mutual information-based sentimental analysis with kernel-based extreme learning machine for stock prediction64 cited
  • 2018Stock Price Prediction by Deep Neural Generative Model of News Articles58 cited
  • 2018Stock Market Prediction Analysis by Incorporating Social and News Opinion and Sentiment55 cited
  • 2018Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks46 cited

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  • 2018A new graphic kernel method of stock price trend prediction based on financial news semantic and structural similarity44 cited
  • 2009Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports42 cited
  • 2012MEASURING EFFECTS ON STOCK RETURNS OF SENTIMENT INDEXES CREATED FROM STOCK MESSAGE BOARDS40 cited
  • 2020Domain Adaptive Multi-Modality Neural Attention Network for Financial Forecasting40 cited
  • 2015Directional Prediction of Stock Prices Using Breaking News on Twitter37 cited
  • 2021Machine Learning for Active Portfolio Management37 cited
  • 2015Stock price prediction based on stock-specific and sub-industry-specific news articles35 cited
  • 2019Stock Price Prediction Using Machine Learning Techniques33 cited
  • 2023Using Text Mining in Financial Reporting: To Predict the Companies' Corporate Governance Qualifications1 cited