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Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis
9 references·9 citing·42 second hopsampled
Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis (2020)Forecasting Bitcoin Price Fluctuation by …How Does Social Media Impact Bitcoin Value? A Test of the Silent Majority Hypothesis (2018)How Does Social Media Impact …When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation (2017)When Bitcoin encounters infor…Using sentiment analysis to predict interday Bitcoin price movements (2017)Using sentiment analysis to p…A new look at Cryptocurrencies (2017)A new look at CryptocurrenciesSentiment analysis of Twitter data for predicting stock market movements (2016)Sentiment analysis of Twitter…Predicting Fluctuations in Cryptocurrency Transactions Based on User Comments and Replies (2016)Predicting Fluctuations in Cr…Using Time-Series and Sentiment Analysis to Detect the Determinants of Bitcoin Prices (2015)Using Time-Series and Sentime…Social signals and algorithmic trading of Bitcoin (2015)Social signals and algorithmi…Bitcoin spread prediction using social and web search media (2015)Bitcoin spread prediction usi…Multi-level deep Q-networks for Bitcoin trading strategies (2024)Multi-level deep Q-networks f…From Prediction to Profit: A Comprehensive Review of Cryptocurrency Trading Strategies and Price Forecasting Techniques (2024)From Prediction to Profit: A …Enhanced Bitcoin Price Direction Forecasting With DQN (2024)Enhanced Bitcoin Price Direct…Predicting the Price of Bitcoin Using Sentiment-Enriched Time Series Forecasting (2023)Predicting the Price of Bitco…Are markets sentiment driving the price bubbles in the virtual? (2023)Are markets sentiment driving…A profitable trading algorithm for cryptocurrencies using a Neural Network model (2023)A profitable trading algorith…Twitter Attribute Classification With Q-Learning on Bitcoin Price Prediction (2022)Twitter Attribute Classificat…Analysis of Bitcoin’s price spike in context of Elon Musk’s Twitter activity (2022)Analysis of Bitcoin’s price s…Predicting bitcoin price movements using sentiment analysis: a machine learning approach (2021)Predicting bitcoin price move…Testing the null hypothesis of stationarity against the alternative of a unit root (1992)Core affect and the psychological construction of emotion. (2003)Twitter mood predicts the stock market (2011)Dynamic connectedness and integration in cryptocurrency markets (2018)The predictive power of public Twitter sentiment for forecasting cryptocurrency prices (2020)Cryptocurrency trading: a comprehensive survey (2022)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)Testing for a Unit Root in Time Series Regression (1988)Predicting the Price of Bitcoin Using Machine Learning (2018)Bitcoin price prediction using machine learning: An approach to sample dimension engineering (2019)The digital traces of bubbles: feedback cycles between socio-economic signals in the Bitcoin economy (2014)CNN-based multivariate data analysis for bitcoin trend prediction (2020)Social media usage and individuals' intentions toward adopting Bitcoin: The role of the theory of planned behavior and perceived risk (2020)BitCoin meets Google Trends and Wikipedia: Quantifying the relationship between phenomena of the Internet era (2013)What Are the Main Drivers of the Bitcoin Price? Evidence from Wavelet Coherence Analysis (2015)The Behavior of Stock-Market Prices (1965)Predicting the Future with Social Media (2010)Stock Movement Prediction from Tweets and Historical Prices (2018)Stock Market Analysis: A Review and Taxonomy of Prediction Techniques (2019)A Comprehensive Comparative Study of Artificial Neural Network (ANN) and Support Vector Machines (SVM) on Stock Forecasting (2021)Predicting the Present with Google Trends (2012)Cryptocurrency forecasting with deep learning chaotic neural networks (2018)Dissection of Bitcoin’s multiscale bubble history from January 2012 to February 2018 (2019)Fractional Differencing (1981)Modelling Financial Time Series (2007)Speculative bubbles in Bitcoin markets? An empirical investigation into the fundamental value of Bitcoin (2015)Regime changes in Bitcoin GARCH volatility dynamics (2018)Cryptocurrencies and stock market indices. Are they related? (2019)The Sharpe Ratio (1994)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Financial implications of fourth industrial revolution: Can bitcoin improve prospects of energy investment? (2020)A systematic literature review of investor behavior in the cryptocurrency markets (2023)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Distribution of the Estimators for Autoregressive Time Series With a Unit Root (1979)The limits of trust-free systems: A literature review on blockchain technology and trust in the sharing economy (2018)Diffusion of Innovations 1 (2019)Prospect Theory: An Analysis of Decision under Risk (1979)The Inefficiency of Bitcoin (2016)Measuring Corporate Culture Using Machine Learning (2020)Prediction of Cryptocurrency Price using Time Series Data and Deep Learning Algorithms (2023)Bitcoin Price Prediction Using Sentiment Analysis and Empirical Mode Decomposition (2024)
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References

  • 2016Sentiment analysis of Twitter data for predicting stock market movements499 cited
  • 2018How Does Social Media Impact Bitcoin Value? A Test of the Silent Majority Hypothesis390 cited
  • 2017A new look at Cryptocurrencies364 cited
  • 2016Predicting Fluctuations in Cryptocurrency Transactions Based on User Comments and Replies286 cited
  • 2015Social signals and algorithmic trading of Bitcoin207 cited
  • 2017Using sentiment analysis to predict interday Bitcoin price movements185 cited
  • 2015Using Time-Series and Sentiment Analysis to Detect the Determinants of Bitcoin Prices173 cited
  • 2015Bitcoin spread prediction using social and web search media121 cited
  • 2017When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation83 cited

Cited by

  • 2021Predicting bitcoin price movements using sentiment analysis: a machine learning approach59 cited
  • 2023Are markets sentiment driving the price bubbles in the virtual?33 cited
  • 2024From Prediction to Profit: A Comprehensive Review of Cryptocurrency Trading Strategies and Price Forecasting Techniques31 cited
  • 2023Predicting the Price of Bitcoin Using Sentiment-Enriched Time Series Forecasting31 cited
  • 2024Enhanced Bitcoin Price Direction Forecasting With DQN

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31 cited
  • 2024Multi-level deep Q-networks for Bitcoin trading strategies29 cited
  • 2022Twitter Attribute Classification With Q-Learning on Bitcoin Price Prediction28 cited
  • 2022Analysis of Bitcoin’s price spike in context of Elon Musk’s Twitter activity26 cited
  • 2023A profitable trading algorithm for cryptocurrencies using a Neural Network model26 cited