| Presentation | 2015-12-18 Checking correctness of semantic dictionary by multiple detection methods Takuya Hirao, Nao Wariishi, Takahiko Suzuki, Sachio Hirokawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There is a growing demand for machine-readable semantic dictionary. Costly to determine the integrity of the semantic dictionary by human power. The authors, by the vector of the words in the semantic dictionary using corpus and Word2vec, which aims to determine the integrity. In this presentation, by determining similarity vectors by combining the two techniques of Word2Vec and Random Forest, it is described techniques for determining the integrity of the semantic dictionary Japanese WordNet. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | WordNet / Japanese WordNet / Word2Vec / Random Forest |
| Paper # | AI2015-38 |
| Date of Issue | 2015-12-11 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2015/12/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toshiharu Sugawara(Waseda Univ.) |
| Vice Chair | Tsunenori Mine(Kyushu Univ.) / Daisuke Katagami(Tokyo Polytechnic Univ.) |
| Secretary | Tsunenori Mine(Kyoto Univ.) / Daisuke Katagami(Shizuoka Univ.) |
| Assistant | Yuichi Sei(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Checking correctness of semantic dictionary by multiple detection methods |
| Sub Title (in English) | |
| Keyword(1) | WordNet |
| Keyword(2) | Japanese WordNet |
| Keyword(3) | Word2Vec |
| Keyword(4) | Random Forest |
| 1st Author's Name | Takuya Hirao |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Nao Wariishi |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 3rd Author's Name | Takahiko Suzuki |
| 3rd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 4th Author's Name | Sachio Hirokawa |
| 4th Author's Affiliation | Kyushu University(Kyushu Univ.) |
| Date | 2015-12-18 |
| Paper # | AI2015-38 |
| Volume (vol) | vol.115 |
| Number (no) | AI-381 |
| Page | pp.pp.71-76(AI), |
| #Pages | 6 |
| Date of Issue | 2015-12-11 (AI) |