| Presentation | 2015-10-04 Abductive Inference in Hierarchical Structured Semantic Space Model. Akinori Takada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | natural language processing / abduction / Japanese dialogue / Hierarchical Structured Semantic Space / channel theory |
| Paper # | TL2015-36 |
| Date of Issue | 2015-09-27 (TL) |
| Conference Information | |
| Committee | TL |
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| Conference Date | 2015/10/4(1days) |
| 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. |
| Chair | Tadahisa Kondo(Kogakuin Univ.) |
| Vice Chair | Chiaki Kubomura(Yamano College of Aesthetics) / Masami Suzuki(KDDI R&D Labs.) |
| Secretary | Chiaki Kubomura(Univ. of Tsukuba) / Masami Suzuki(Kyorin Univ.) |
| Assistant | Eiji Tomida(Ehime Univ.) / Yasushi Tsubota(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Thought and Language |
|---|---|
| Language | JPN |
| 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 |
| 1st Author's Name | Akinori Takada |
| 1st Author's Affiliation | Ferris University(Ferris Univ.) |
| Date | 2015-10-04 |
| Paper # | TL2015-36 |
| Volume (vol) | vol.115 |
| Number (no) | TL-238 |
| Page | pp.pp.13-18(TL), |
| #Pages | 6 |
| Date of Issue | 2015-09-27 (TL) |