Prediction of Stock Market Based on Corporate Financial Reports Using Deep Learning, M.Sc. Thesis Sharif University of Technology ; Sameti, Hossein (Supervisor)
Abstract
Creating tools for automating trade or creating advisory tools have great importance for stock markets. Regarding stock markets, information varies in type e.g. financial disclosures, news, price history, audit reports, etc. Aforementioned information and data's variance, volume, and the high number of factors affecting the stock price, make the stock market hard to predict all together. Therefore, predictions are usually limited to a subset of data. The goal of this research is to take advantage of the newest language processing techniques in order to analyze financial disclosure documents and predict their effect on their related stock price. Financial disclosures usually have a longer...
Cataloging briefPrediction of Stock Market Based on Corporate Financial Reports Using Deep Learning, M.Sc. Thesis Sharif University of Technology ; Sameti, Hossein (Supervisor)
Abstract
Creating tools for automating trade or creating advisory tools have great importance for stock markets. Regarding stock markets, information varies in type e.g. financial disclosures, news, price history, audit reports, etc. Aforementioned information and data's variance, volume, and the high number of factors affecting the stock price, make the stock market hard to predict all together. Therefore, predictions are usually limited to a subset of data. The goal of this research is to take advantage of the newest language processing techniques in order to analyze financial disclosure documents and predict their effect on their related stock price. Financial disclosures usually have a longer...
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