| Presentation | 2002/7/22 Machine Learning Based Analysis of Japanese Braille Transcription : toward the Development of Transcription System for Japanese Braille Translation Aki SUGANO, Yutaka TAKAOKA, Ryuichi YONEDA, Kentaro INUI, Yuji MATSUMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper investigates various types of Japanese Braille transcription and proposes an analysis of chunk boundaries based on Support Vector Machine. This learning model can acquire chunk boundaries in Japanese Braille without describing rules. The paper discusses ambiguities in Japanese Braille transcription rules and the difficulty of translating Japanese into Japanese Braille. A preliminary experiment suggests that the learning model can achieve high precision in learning chunk boundaries of Japanese Braille text including exceptional transcriptions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Japanese Braille transcription rules / chunk boundaries / Machine Learning |
| Paper # | TL2002-11 |
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| Conference Information | |
| Committee | TL |
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| Conference Date | 2002/7/22(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 | Thought and Language (TL) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Machine Learning Based Analysis of Japanese Braille Transcription : toward the Development of Transcription System for Japanese Braille Translation |
| Sub Title (in English) | |
| Keyword(1) | Japanese Braille transcription rules |
| Keyword(2) | chunk boundaries |
| Keyword(3) | Machine Learning |
| 1st Author's Name | Aki SUGANO |
| 1st Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology() |
| 2nd Author's Name | Yutaka TAKAOKA |
| 2nd Author's Affiliation | Iwate Medical University School of Dentistry |
| 3rd Author's Name | Ryuichi YONEDA |
| 3rd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 4th Author's Name | Kentaro INUI |
| 4th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 5th Author's Name | Yuji MATSUMOTO |
| 5th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2002/7/22 |
| Paper # | TL2002-11 |
| Volume (vol) | vol.102 |
| Number (no) | 254 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |