BITCOIN PRICE PREDICTION WITH COVID-19 SENTIMENT USING LSTM NEURAL NETWORK
Journal: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE TECHNOLOGIES (Vol.6, No. 4)Publication Date: 2022-07-05
Authors : Bhavsar Shachi Ravi Gor;
Page : 10-19
Keywords : Supervised Learning; Neural Networks; Back Propagation; Long ShortTerm Memory; Gated Recurrent Unit;
Abstract
Cryptocurrencies are nowadays getting popular for investment due to its various benefits such as low transaction cost, blockchain secured platform, profit, etc. Bitcoin being top of the market capitalization currency, gained more popularity during covid-19 pandemic. This study focuses on bitcoin price prediction with covid-19 sentiment. Here Long ShortTerm Memory Deep learning model based on machine learning is used for price prediction. At the end both results i.e., with covid-19 sentiment and without it are compared which shows model performs better by adding sentiments.
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Last modified: 2022-09-03 14:10:04