| Presentation | 2018-06-17 Effect of specifying the number of word occurrence in identification of specific text description Yuki Okumura, Atsushi Moriyasu, Sachio Hirokawa, Kazuhiro Takeuchi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Occurrence information of specific words is known as useful features for text classification. In this paper, we consider text classification using features that represent the number of occurrences in the text. Through such text classification, we aim to define more detailed feature to identify the texts that contain specific description of special concepts. For the purpose, we conduct an experiment using SVM to identify the texts that explain algorithms from the articles in Japanese Wikipedia. we analyze the results from the viewpoint of the writing style describing the specific concept. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | SVM / Sentence classification / term frequency information / attribute selection |
| Paper # | TL2018-10 |
| Date of Issue | 2018-06-10 (TL) |
| Conference Information | |
| Committee | TL |
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| Conference Date | 2018/6/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kobe Gakuin University （Port Island Campus） |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | "Cognition in Passage of Time and their Expression","Language Education, Language and Education,"Language and Thought" |
| Chair | Hiroshi Sano(Tokyo Univ. of Foreign Studies) |
| Vice Chair | Tadahisa Kondo(Kogakuin Univ.) / Kazuhiro Takeuchi(Osaka Electro-Comm. Univ.) |
| Secretary | Tadahisa Kondo(Kobe Gakuin Univ.) / Kazuhiro Takeuchi(Kyoto Inst. of Tech.) |
| Assistant | Nobuyuki Jincho(Waseda Univ.) / Akinori Takada(Ferris Univ.) / Akio Ishikawa(KDDI Research) |
| Paper Information | |
| Registration To | Technical Committee on Thought and Language |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Effect of specifying the number of word occurrence in identification of specific text description |
| Sub Title (in English) | |
| Keyword(1) | SVM |
| Keyword(2) | Sentence classification |
| Keyword(3) | term frequency information |
| Keyword(4) | attribute selection |
| 1st Author's Name | Yuki Okumura |
| 1st Author's Affiliation | Osaka Electro-Communication University(OECU) |
| 2nd Author's Name | Atsushi Moriyasu |
| 2nd Author's Affiliation | Osaka Electro-Communication University(OECU) |
| 3rd Author's Name | Sachio Hirokawa |
| 3rd Author's Affiliation | Kyusyu University(Kyusyu Univ.) |
| 4th Author's Name | Kazuhiro Takeuchi |
| 4th Author's Affiliation | Osaka Electro-Communication University(OECU) |
| Date | 2018-06-17 |
| Paper # | TL2018-10 |
| Volume (vol) | vol.118 |
| Number (no) | TL-99 |
| Page | pp.pp.53-56(TL), |
| #Pages | 4 |
| Date of Issue | 2018-06-10 (TL) |