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Review and Prospect of Text Analysis Based on Deep Learning and Its Application in Macroeconomic Forecasting

机译:基于深度学习的文本分析回顾与展望及其在宏观经济预测中的应用

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Today machine learning is applied in economy, finance and other aspects. Text information has real-time and high values, and is widely used in the emotion analysis and prediction. This article reviews research papers which analyze machine learning and deep learning, and summarizes the application of text analysis in macroeconomic prediction. Finally, it puts forward the development direction of macroeconomic prediction based on deep learning and text analysis, constructs the overall research framework, and proposes development ideas in the future.
机译:今天的机器学习适用于经济,金融和其他方面。 文本信息具有实时和高值,并且广泛用于情绪分析和预测。 本文综述了分析机器学习和深度学习的研究论文,并总结了文本分析在宏观经济预测中的应用。 最后,它提出了基于深度学习和文本分析的宏观经济预测的发展方向,构建了整体研究框架,并提出了未来的发展思想。

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