Forecasting Net Income Estimate and Stock Price Using Text Mining from Economic Reports
This paper proposes and analyzes a methodology of forecasting movements of the analysts’ net income estimates and those of stock prices. We achieve this by applying natural language processing and neural networks in the context of analyst reports. In the pre-experiment, we applied our method to extr...
Main Authors: | Masahiro Suzuki, Hiroki Sakaji, Kiyoshi Izumi, Hiroyasu Matsushima, Yasushi Ishikawa |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-05-01
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Series: | Information |
Subjects: | |
Online Access: | https://www.mdpi.com/2078-2489/11/6/292 |
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