A sentiment analysis approach to the prediction of market volatility

Prediction and quantification of future volatility and returns play an important role in financial modeling, both in portfolio optimisation and risk management. Natural language processing today allows one to process news and social media comments to detect signals of investors' confidence. We...

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Detalles Bibliográficos
Autores principales: Deveikyte, Justina, Geman, Helyette, Piccari, Carlo, Provetti, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815756/
https://www.ncbi.nlm.nih.gov/pubmed/36620753
http://dx.doi.org/10.3389/frai.2022.836809

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815756/
https://www.ncbi.nlm.nih.gov/pubmed/36620753
http://dx.doi.org/10.3389/frai.2022.836809

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