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Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM

Investor sentiment plays a crucial role in the stock market, and in recent years, numerous studies have aimed to predict future stock prices by analyzing market sentiment obtained from social media or news. This study investigates the use of investor sentiment from social media, with a focus on Stoc...

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Detalles Bibliográficos
Autores principales: Liu, Jin-Xian, Leu, Jenq-Shiou, Holst, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280432/
https://www.ncbi.nlm.nih.gov/pubmed/37346695
http://dx.doi.org/10.7717/peerj-cs.1403