| Presentation | 2004/3/10 A proposal of 3-dimensional self organizing memory and its application to knowledge extraction from natural language Kai SAKAKIBARA, Masafumi HAGIWARA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this papaer, we propose a 3-dimentional self organizing memory and describe its application to knowledge extraction from natural language. First, proposed system extracts a relation between words by JUMAN (Morpheme Analysis System) and KNP (Syntax Analysis System), and stores it in short term memory. In the short term memory, relations are attenuated with the passage of process. However, relations with high frequency of appearance are stored in long term memory without attenuation. The relations in the long term memory are arranged by the proposed 3-dimensial self organizing memory. We used new learning algorithm called "Potential Firing" in the learning phase. In the recall phase, proposed system recalls relational knowledge from learned knowledge based on input sentence. We used new recall algorithm called "Waterfall Recall" in the recall phase. We added a function to respond to questions in natural language with "Yes/No". We valuate the quantity of correct answer to confirm the validity of proposed system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Knowledge representation / Natural language processing / 3-dimensional self organizing memory |
| Paper # | NC2003-145 |
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| Committee | NC |
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| Conference Date | 2004/3/10(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) | A proposal of 3-dimensional self organizing memory and its application to knowledge extraction from natural language |
| Sub Title (in English) | |
| Keyword(1) | Knowledge representation |
| Keyword(2) | Natural language processing |
| Keyword(3) | 3-dimensional self organizing memory |
| 1st Author's Name | Kai SAKAKIBARA |
| 1st Author's Affiliation | Department of Information and Computer Science, Faculty of Science and Technology, Keio University() |
| 2nd Author's Name | Masafumi HAGIWARA |
| 2nd Author's Affiliation | Department of Information and Computer Science, Faculty of Science and Technology, Keio University |
| Date | 2004/3/10 |
| Paper # | NC2003-145 |
| Volume (vol) | vol.103 |
| Number (no) | 732 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |