| Presentation | 2013-06-22 Language-independent Short Text Similarity Measurements Using the Vector of Wikipedia Articles Tatsuya NAKAMURA, Masumi SHIRAKAWA, Takahiro HARA, Shojiro NISHIO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we proposed a language-independent method to measure similarity between short texts written in different languages by unifying the language space using Wikipedia. In recent years, immediacy and locality of information dissemination have been regarded as important, and people around the world have been continuously transmitting information about their local area in their own languages. However, measuring similarity between these texts is difficult because they are short and written in various languages. Our method solves this problem by representing short texts written in any languages using the vector of a certain language Wikipedia articles. From the experimental results, we confirmed that our method significantly outperformed comparative methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wikipedia / Text Similarity / Short Text Analysis / Multi-lingual Information Retrieval |
| Paper # | DE2013-15 |
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| Conference Information | |
| Committee | DE |
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| Conference Date | 2013/6/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Data Engineering (DE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Language-independent Short Text Similarity Measurements Using the Vector of Wikipedia Articles |
| Sub Title (in English) | |
| Keyword(1) | Wikipedia |
| Keyword(2) | Text Similarity |
| Keyword(3) | Short Text Analysis |
| Keyword(4) | Multi-lingual Information Retrieval |
| 1st Author's Name | Tatsuya NAKAMURA |
| 1st Author's Affiliation | Gradute School of Information Science and Technology, Osaka University() |
| 2nd Author's Name | Masumi SHIRAKAWA |
| 2nd Author's Affiliation | Gradute School of Information Science and Technology, Osaka University |
| 3rd Author's Name | Takahiro HARA |
| 3rd Author's Affiliation | Gradute School of Information Science and Technology, Osaka University |
| 4th Author's Name | Shojiro NISHIO |
| 4th Author's Affiliation | Gradute School of Information Science and Technology, Osaka University |
| Date | 2013-06-22 |
| Paper # | DE2013-15 |
| Volume (vol) | vol.113 |
| Number (no) | 105 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |