Because of the speed and relative anonymity offered by social platforms such as Twitter and Telegram, social media has become a preferred platform for scammers who wish to spread false hype about the cryptocurrency they are trying to pump.
They are, along with a number of recently reviewed or published portfolio-selection strategies, examined in three back-test experiments with a trading period of 30 minutes in a cryptocurrency market.
Portfolio management is the decision-making process of allocating an amount of fund into different financial investment products.
We report on the use of sentiment analysis on news and social media to analyze and predict the price of Bitcoin.
The ability to track and monitor relevant and important news in real-time is of crucial interest in multiple industrial sectors.
This study attempts to analyze patterns in cryptocurrency markets using a special type of deep neural networks, namely a convolutional autoencoder.