| Presentation | 2011-03-09 Consideration on Content Classification of Description Questionnaire Using Self-Organizing Map(1) Takahiro TANAKA, Daiki HUZISAWA, Makoto OHOKI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It takes huge time to analyze and summarize description questionair. And, different results are brought depending on the analyzer. This is also problem. Therefore, we are doing research on analyzing support of the description questionair on a computer. A word clustering which makes sets containing synonymous words, is required to execute before the sentence analyzing, as a primary process. In this report, we define a collocation probability vector based on lexical collocation probability appearing in the same sentence. We consider on a technique to apply the collocation probability vectors to SOM and a technique using correlation between the collocation probability vectors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / Self-Organizing Map / Natural language processing |
| Paper # | NC2010-196 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2011/2/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Consideration on Content Classification of Description Questionnaire Using Self-Organizing Map(1) |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | Self-Organizing Map |
| Keyword(3) | Natural language processing |
| 1st Author's Name | Takahiro TANAKA |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University() |
| 2nd Author's Name | Daiki HUZISAWA |
| 2nd Author's Affiliation | Faculty of Engineering, Tottori University |
| 3rd Author's Name | Makoto OHOKI |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| Date | 2011-03-09 |
| Paper # | NC2010-196 |
| Volume (vol) | vol.110 |
| Number (no) | 461 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |