| Presentation | 2017-12-02 A study of feature extraction and visualization for hand calculation algorithm for false prediction Keita Yamzaki, Yuzuki Sato, Arimitsu shikoda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A feature extraction and visualization technique on column calculation algorithm for false prediction utilizing a machine learning is discussed. In general, the difficulty of manual column calculation depends on a internal features of the equations throughout a calculation process. We propose a questioners and the answers model to simulate whether relatively small size of training data are effective to predict calculation failure in tests. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Support Vector Machine / Calculation with Figures / Calculation Error / Feature Quantity Extraction |
| Paper # | ET2017-70 |
| Date of Issue | 2017-11-25 (ET) |
| Conference Information | |
| Committee | ET |
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| Conference Date | 2017/12/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kanazawa Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Education & Learning Support Platform, etc. |
| Chair | Yozo Miyadera(Tokyo Gakugei Univ.) |
| Vice Chair | Shoichi Nakamura(Fukushima Univ.) |
| Secretary | Shoichi Nakamura(Tokyo Polytechnic Univ.) |
| Assistant | Hiroki Nakayama(Waseda Univ.) / Megumi Kurayama(National Inst. of Tech., Hakodate College) |
| Paper Information | |
| Registration To | Technical Committee on Educational Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of feature extraction and visualization for hand calculation algorithm for false prediction |
| Sub Title (in English) | |
| Keyword(1) | Support Vector Machine |
| Keyword(2) | Calculation with Figures |
| Keyword(3) | Calculation Error |
| Keyword(4) | Feature Quantity Extraction |
| Keyword(5) | |
| 1st Author's Name | Keita Yamzaki |
| 1st Author's Affiliation | Touhoku Gakuin University(TGU) |
| 2nd Author's Name | Yuzuki Sato |
| 2nd Author's Affiliation | Touhoku Gakuin University(TGU) |
| 3rd Author's Name | Arimitsu shikoda |
| 3rd Author's Affiliation | Touhoku Gakuin University(TGU) |
| Date | 2017-12-02 |
| Paper # | ET2017-70 |
| Volume (vol) | vol.117 |
| Number (no) | ET-335 |
| Page | pp.pp.13-16(ET), |
| #Pages | 4 |
| Date of Issue | 2017-11-25 (ET) |