A Stock Price Prediction Model Based on Investor Sentiment and Optimized Deep Learning

Accurate prediction of stock prices can reduce investment risks and increase returns. This paper combines the multi-source data affecting stock prices and applies sentiment analysis, swarm intelligence algorithm, and deep learning to build the MS-SSA-LSTM model. Firstly, we crawl the East Money foru...

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Detalhes bibliográficos

Principais autores:	Guangyu Mu, Nan Gao, Yuhan Wang, Li Dai
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2023-01-01
coleção:	IEEE Access
Assuntos:	Deep learning LSTM model stock price prediction sentiment analysis sentiment dictionary sparrow search algorithm
Acesso em linha:	https://ieeexplore.ieee.org/document/10130578/
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