| Presentation | 2012-02-09 Stock Price Prediction by Combining Stock Price Regression and Web News Text Mining Hiroyoshi TAKAHASHI, Kazuhiro SEKI, Kuniaki UEHARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we propose a method for stock price prediction using web news articles. There are two types of information available to predict stock prices : numeric information such as stock prices, and textual information such as news articles. Prediction using only numeric information is insufficient because company's news also has some influence on their stock price. We apply a regression analysis for predicting using features extracted from news articles. Evaluative experiments using web news articles as textual information examine whether stock price can be predicted more accurately. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | stock price pridiction / support vector regression / web news articles |
| Paper # | PRMU2011-203,SP2011-118 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2012/2/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Speech (SP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Stock Price Prediction by Combining Stock Price Regression and Web News Text Mining |
| Sub Title (in English) | |
| Keyword(1) | stock price pridiction |
| Keyword(2) | support vector regression |
| Keyword(3) | web news articles |
| 1st Author's Name | Hiroyoshi TAKAHASHI |
| 1st Author's Affiliation | Graduate School of System Informatics, Kobe University() |
| 2nd Author's Name | Kazuhiro SEKI |
| 2nd Author's Affiliation | Graduate School of System Informatics, Kobe University |
| 3rd Author's Name | Kuniaki UEHARA |
| 3rd Author's Affiliation | Graduate School of System Informatics, Kobe University |
| Date | 2012-02-09 |
| Paper # | PRMU2011-203,SP2011-118 |
| Volume (vol) | vol.111 |
| Number (no) | 431 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |