Concepedia

LSTM Based Sentiment Analysis for Cryptocurrency Prediction

Xin Huang, Wenbin Zhang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang

arXiv (Cornell University) · 2021 · 18 citations · 7 references

Open access

Concepts

ComputingComputer ScienceForecastingMachine LearningNatural Language ProcessingMarket SentimentOpinion MiningSentiment AnalysisTime Series ForecastingTime Series PredictionTrend DetectionHistorical Price Data AnalysisLong Short-term Memory NetworksMachine Learning-based Price ForecastingPredictive Price ModelingRecurrent Neural Network ForecastingSentiment ClassificationSentiment-based Trend ForecastingSocial Media Trend Analysis

References

7

VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text

Cecelia Hutto, Éric Gilbert · Proceedings of the International AAAI Conference on Web and Social Media · 2014 · 5.7K citations · Full text

Computing, Computer Science, Machine Learning +16

Time Series Analysis: Forecasting and Control.

O. D. Anderson, George E. P. Box, Gwilym M. Jenkins · Journal of the Royal Statistical Society Series D (The Statistician) · 1978 · 5.4K citations

Computing, Data Science, Econometrics +11

Twitter mood predicts the stock market

Johan Bollen, Huina Mao, Xiao‐Jun Zeng · Journal of Computational Science · 2011 · 5.1K citations · Full text

Business, Business Analytics, Finance +14

Time Series Analysis, Forecasting, and Control

Technometrics · 1995 · 3.6K citations

Computing, Data Science, Forecasting +11

LSTM can Solve Hard Long Time Lag Problems

Sepp Hochreiter, Jürgen Schmidhuber · 1996 · 751 citations

Computing, Computer Science, Algorithms +8