| Paper Abstract and Keywords |
| Presentation |
2007-03-16 14:50
Knowledge Processing Neural Network based on Automatic Concept Hierarchization
Masahiro Saito, Masafumi Hagiwara (Keio Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this report, we propose a knowledge processing neural network which is capable of posteriori and deductively reasoning. The proposed system looks up relations between words in a concept dictionary and co-occurrence dictionary. First, the proposed system divides sentences into the subject words and the other words. Then induces these words are input into two-layer network . Second, the system makes hierarchical structure by using concept dictionary. Third, the system conclude general knowledge from individual knowledge. We added a function to respond to questions in natural language with “Yes/No” in order to confirm the validity of proposed system by evaluating the quantity of correct answers. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Neural Network / Natural Language Processing / Automatic Learning / Posteriori Reasoning / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 590, NC2006-211, pp. 137-142, March 2007. |
| Paper # |
NC2006-211 |
| Date of Issue |
2007-03-09 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NC |
| Conference Date |
2007-03-14 - 2007-03-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tamagawa University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2007-03-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Knowledge Processing Neural Network based on Automatic Concept Hierarchization |
| Sub Title (in English) |
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| Keyword(1) |
Neural Network |
| Keyword(2) |
Natural Language Processing |
| Keyword(3) |
Automatic Learning |
| Keyword(4) |
Posteriori Reasoning |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Masahiro Saito |
| 1st Author's Affiliation |
Keio University (Keio Univ.) |
| 2nd Author's Name |
Masafumi Hagiwara |
| 2nd Author's Affiliation |
Keio University (Keio Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-03-16 14:50:00 |
| Presentation Time |
20 minutes |
| Registration for |
NC |
| Paper # |
NC2006-211 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.590 |
| Page |
pp.137-142 |
| #Pages |
6 |
| Date of Issue |
2007-03-09 (NC) |