| Presentation | 2018-06-22 [Short Paper] Pattern Analysis of Stock Price Increase by Hit Products Soma Tashiro, Yukari Shirota, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Abstract When a popularity or demand of a product is drastically increasing in the market, a SNS volume is also increasing and then the stock price of the product company may follow the increase. In the paper, using data of the popular game software, we shall analyze the correlation between the SNS spike and the increase of the stock prices. To implement an automatic stock price prediction system, it is important to automatically classify the direction of the stock price movement is positive or not. Therefore, we shall propose and explain the detection model for correlation between SNS spikes and stock price movements. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Stock prediction, / Text mining / SNS spikes / SNS analysis |
| Paper # | DE2018-1 |
| Date of Issue | 2018-06-15 (DE) |
| Conference Information | |
| Committee | DE |
|---|---|
| Conference Date | 2018/6/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | LIFULL Co., Ltd. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Akiyo Nadamoto(Konan Univ.) |
| Vice Chair | Koji Eguchi(Kobe Univ.) / Shingo Otsuka(Kanagawa Inst. of Tech.) |
| Secretary | Koji Eguchi(Kogakuin Univ.) / Shingo Otsuka(Univ. of Marketing and Distrbution Science) |
| Assistant | Kazuo Goda(Univ. of Tokyo) / Yuroaki Shiokawa(Tsukuba Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Short Paper] Pattern Analysis of Stock Price Increase by Hit Products |
| Sub Title (in English) | Case Study of LOVELIVE! |
| Keyword(1) | Stock prediction, |
| Keyword(2) | Text mining |
| Keyword(3) | SNS spikes |
| Keyword(4) | SNS analysis |
| 1st Author's Name | Soma Tashiro |
| 1st Author's Affiliation | Gakushuin University(Gakushuin Univ) |
| 2nd Author's Name | Yukari Shirota |
| 2nd Author's Affiliation | Gakushuin University(Gakushuin Univ) |
| Date | 2018-06-22 |
| Paper # | DE2018-1 |
| Volume (vol) | vol.118 |
| Number (no) | DE-107 |
| Page | pp.pp.1-4(DE), |
| #Pages | 4 |
| Date of Issue | 2018-06-15 (DE) |