| Presentation | 2018-09-07 Investigation of Features focusing on Interpretation for Metrical Analysis of Literary Text Shun Watanabe, Takeru Yokoi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Various features are used for metrical analysis of literary text, which are depending on the task. In tasks aim at interpreting texts, there are two issues such as: 1) making it easy to interpret the analysis results, 2) grasping the multifaceted nature of the text. However, it is difficult to make those issues compatible. In this research, we compare several features and their combination features, and examined ways to solve above‐mentioned difficulty by combining features.We evaluated Stylometry-based features, thesaurus-based features, modalities-based features, and their combination features on author identification task using Linear Discriminant Analysis, and then demonstrated the effectiveness of this approach. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Text mining / Features / Stylometry |
| Paper # | NLC2018-21 |
| Date of Issue | 2018-08-30 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
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| Conference Date | 2018/9/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Michiko Oba(Hitachi) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Kyushu Univ.) |
| Assistant | Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Document Communication |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Investigation of Features focusing on Interpretation for Metrical Analysis of Literary Text |
| Sub Title (in English) | |
| Keyword(1) | Text mining |
| Keyword(2) | Features |
| Keyword(3) | Stylometry |
| 1st Author's Name | Shun Watanabe |
| 1st Author's Affiliation | Tokyo Metropolitan College of Industrial Technology(TMCIT) |
| 2nd Author's Name | Takeru Yokoi |
| 2nd Author's Affiliation | Tokyo Metropolitan College of Industrial Technology(TMCIT) |
| Date | 2018-09-07 |
| Paper # | NLC2018-21 |
| Volume (vol) | vol.118 |
| Number (no) | NLC-210 |
| Page | pp.pp.79-84(NLC), |
| #Pages | 6 |
| Date of Issue | 2018-08-30 (NLC) |