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Download Deep Prediction Model by ['Mateo Botero Botero'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Prediction Model
1) The document proposes a deep learning method for event-driven stock market prediction using news text. 2) Events are extracted from news text and represented as dense vectors trained with a novel neural tensor network. A deep convolutional neural network then models the short-term and long-term influences of events on stock price movements. 3) Experimental results show the model can achieve nearly 6% improvements on S&P 500 index prediction and individual stock prediction compared to baseline methods, and market simulations show the system is more capable of making profits.
Detailed Information
| Author: | ['Mateo Botero Botero'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 7 |
| Language: | English |
| Format: | |
| Price: | FREE |
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