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STTM: an efficient approach to estimating news impact on stock movement direction

Open text data, such as financial news, are thought to be able to affect or to describe stock market behavior, however, there are no widely accepted algorithms for extracting the relationship between stock quotes time series and fast-growing textual representation of economic information. The field...

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Detalles Bibliográficos
Autores principales: Riabykh, Aleksei, Surzhko, Denis, Konovalikhin, Maxim, Koltcov, Sergei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280229/
https://www.ncbi.nlm.nih.gov/pubmed/37346316
http://dx.doi.org/10.7717/peerj-cs.1156