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

Y Zou, D Herremans - Expert Systems with Applications, 2023 - Elsevier
Bitcoin, with its ever-growing popularity, has demonstrated extreme price volatility since its
origin. Extreme price fluctuations have been known to occur due to tweets from Elon Musk …

[PDF][PDF] Cryptocurrency price prediction algorithms: A survey and future directions

DL John, S Binnewies, B Stantic - Forecasting, 2024 - preprints.org
In recent years, cryptocurrencies have received substantial attention from investors,
researchers and the media due to their volatile behaviour and potential for high returns. This …

Community impact on a cryptocurrency: Twitter comparison example between Dogecoin and Litecoin

E Lansiaux, N Tchagaspanian, J Forget - Frontiers in Blockchain, 2022 - frontiersin.org
Context: The third generation of cryptocurrencies gathers cryptocurrencies that are as
diverse as the market is big (eg, Dogecoin or Litecoin). While Dogecoin is seen as a …

Analyse, détection et quantification de la controverse dans les médias sociaux par l'utilisation de modèle d'apprentissage profond sur des données structurelles et …

S Benslimane - 2023 - theses.hal.science
Ces dernières années, l'utilisation massive des réseaux sociaux et le nombre im-portant
d'utilisateurs impliqués a été une source incontournable pour les études etanalyses, sur …