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Advanced social media sentiment analysis for short‐term cryptocurrency price prediction

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References

2011Twitter mood predicts the stock market5,204 cited
2013BitCoin meets Google Trends and Wikipedia: Quantifying the relationship between phenomena of the Internet era859 cited
2014Recurrent neural network and a hybrid model for prediction of stock returns506 cited
2018Cryptocurrency Price Prediction Using Tweet Volumes and Sentiment Analysis223 cited
2015Social signals and algorithmic trading of Bitcoin207 cited
2017Using sentiment analysis to predict interday Bitcoin price movements185 cited

Cited by

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2022Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches57 cited
2024Deep learning for Bitcoin price direction prediction: models and trading strategies empirically compared51 cited

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2023

PreBit — A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin

46 cited

2023Hybrid LSTM and GRU for Cryptocurrency Price Forecasting Based on Social Network Sentiment Analysis Using FinBERT41 cited

2022Assessing the influence of celebrity and government endorsements on bitcoin’s price volatility38 cited

2024An Improved Machine Learning-Driven Framework for Cryptocurrencies Price Prediction With Sentimental Cautioning35 cited

2022Effect of twitter investor engagement on cryptocurrencies during the COVID-19 pandemic31 cited

2022Analysis of Bitcoin’s price spike in context of Elon Musk’s Twitter activity26 cited

2023A novel application of statistical process control charts in financial market surveillance with the idea of profile monitoring17 cited

2026Financial decision-making in digital societies: An emotion–technology–culture perspective1 cited