Text analysis of news spots Chinese financial risk, says paper
Researchers’ model uses machine learning to assess thousands of newspaper articles
Machine learning tools can analyse media coverage of the Chinese economy to detect financial risk, a working paper published by the European Central Bank finds.
In Using machine learning to measure financial risk in China, Alexander Al-Haschimi, Apostolos Apostolou, Andres Azqueta-Gavaldon and Martino Ricci note that assessing Chinese stress levels is a difficult task. Sources of risk are rapidly changing, the authors say. It is also is hard to find consistent financial data that would allow
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