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| Presentation | 2015-10-04 14:40 Abductive Inference in Hierarchical Structured Semantic Space Model. Akinori Takada (Ferris Univ.)  TL2015-36 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this article I propose a method of abductive inference for "Hierarchical Structured Semantic Space Model" as a model to construct natural language based question-answering system. In building natural language processing application we need to transform sentences into meta-form format, and inferences need to be done with those available format data properly. There have been many researches about inference system or inference engine , researches about abductive inference are thought to be an important issue especially. Because when we build intelligent information processing system, abductive inference plays an important role in inductive inference and/or in emergent logic. Also many procedures or algorithms of abductive inference have been proposed in the research field of ILP in the 1980s, recently those researches are widely noticed as a basic mechanism which can generate emergent and scientific discovering. There also exist many problems and difficulties in adapting to build Japanese natural language processing system. Thus, in this research, I propose a method of abductive inference which can be used to build Japanese dialogue system. Implemented abductive inference procedures are explained and some further problems are discussed. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | natural language processing / abduction / Japanese dialogue / Hierarchical Structured Semantic Space / channel theory / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 238, TL2015-36, pp. 13-18, Oct. 2015. | |
| Paper # | TL2015-36 | |
| Date of Issue | 2015-09-27 (TL) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | TL2015-36 |
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| Conference Information | |
| Committee | TL |
| Conference Date | 2015-10-04 - 2015-10-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | WASEDA University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | resource, language and learning, co-creation in a place, thought and language, etc. |
| Paper Information | |
| Registration To | TL |
| Conference Code | 2015-10-TL |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Abductive Inference in Hierarchical Structured Semantic Space Model. |
| Sub Title (in English) | |
| Keyword(1) | natural language processing |
| Keyword(2) | abduction |
| Keyword(3) | Japanese dialogue |
| Keyword(4) | Hierarchical Structured Semantic Space |
| Keyword(5) | channel theory |
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| 1st Author's Name | Akinori Takada |
| 1st Author's Affiliation | Ferris University (Ferris Univ.) |
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| Speaker | Author-1 |
| Date Time | 2015-10-04 14:40:00 |
| Presentation Time | 30 minutes |
| Registration for | TL |
| Paper # | TL2015-36 |
| Volume (vol) | vol.115 |
| Number (no) | no.238 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2015-09-27 (TL) |
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