Textual Emotional Tone and Financial Crisis Identification in Chinese Companies: A Multi-Source Data Analysis Based on Machine Learning

Textual Emotional Tone and Financial Crisis Identification in Chinese Companies: A Multi-Source Data Analysis Based on Machine Learning

Nowadays, China is faced with increasing downward pressure on its economy, along with an expanding business risk on listed companies in China. Listed companies, as the solid foundation of the national economy, once they face a financial crisis, will experience hazards from multiple perspectives. The...

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Bibliographic Details
Main Authors: Zhishuo Zhang, Manting Luo, Zhaoting Hu, Huayong Niu
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
textual analysis
emotional tone
machine learning
financial crisis early warning
Online Access:https://www.mdpi.com/2076-3417/12/13/6662

Internet

https://www.mdpi.com/2076-3417/12/13/6662

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