Multi-source aggregated classification for stock price movement prediction

Predicting stock price movements is a challenging task. Previous studies mostly used numerical features and news sentiments of target stocks to predict stock price movements. However, their semantics-based sentiment analysis is sub-optimal to represent real market sentiments. Moreover, only consider...

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Bibliographic Details
Main Authors: Ma, Yu, Mao, Rui, Lin, Qika, Wu, Peng, Cambria, Erik
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/170546