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...

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Bibliographic Details
Main Authors: Masahiro Suzuki, Hiroki Sakaji, Kiyoshi Izumi, Hiroyasu Matsushima, Yasushi Ishikawa
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/11/6/292