In recent years, the tendency of the number of financial institutions to include
cryptocurrencies in their portfolios has accelerated. Cryptocurrencies are the first pure digital …

Cryptocurrencies are decentralized electronic counterparts of government‐issued money.
The first and best‐known cryptocurrency example is bitcoin. Cryptocurrencies are used to …

This paper aims to investigate the global crypto-currency price movement trends with
respect to the social media communication data. The idea is to analyze the topical trends in …

Deep learning as performed by artificial deep neural networks (DNNs) has achieved great
successes recently in many important areas that deal with text, images, videos, graphs, and …

Interest in Twitter data continues to grow, but for many the task of actually collecting and
analyzing data via Twitter APIs remains daunting. For example, in order to interact with …

During the COVID-19 pandemic, many research studies have been conducted to examine
the impact of the outbreak on the financial sector, especially on cryptocurrencies. Social …

Cryptocurrencies have emerged as an innovative alternative investment asset class, traded
in data-rich markets by globally distributed investors. Although significant attention has been …

Machine learning and AI‐assisted trading have attracted growing interest for the past few
years. Here, we use this approach to test the hypothesis that the inefficiency of the …

Bitcoin has recently received a lot of attention from the media and the public due to its recent
price surge and crash. Correspondingly, many researchers have investigated various factors …

After the invention of Bitcoin as well as other blockchain-based peer-to-peer payment
systems, the cryptocurrency market has rapidly gained popularity. Consequently, the …