| Paper Abstract and Keywords |
| Presentation |
2016-02-20 11:15
Analysis of Interaction between Concepts and Language in Concept Learning Based on Multimodal LDA
Miyuki Funada, Tomoaki Nakamura, Takayuki Nagai, Masahide Kaneko (UEC) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
It is considered that concepts are not only formed based on perceptual information in a bottom-up fashion but also affected by language and culture in a top-down fashion. Different concepts depending on each culture can be formed by such interaction between concepts and language. In this paper, we target a concept formation of colors based on multimodal LDA, which we have proposed, and analyze the interaction between concepts and language. Furthermore, we verify a validity of the proposed method by comparison with a human concept formation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Concept formation / Mulitimodal LDA / Word meaning acquisition / Symbol emergent system / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 40, no. 5, ME2016-4, pp. 13-16, Feb. 2016. |
| Paper # |
ME2016-4 |
| Date of Issue |
2016-02-13 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Notes on Review |
This article is a technical report without peer review, and its polished version will be published elsewhere. |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2016-02-20 - 2016-02-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kanto Gakuin Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2016-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of Interaction between Concepts and Language in Concept Learning Based on Multimodal LDA |
| Sub Title (in English) |
|
| Keyword(1) |
Concept formation |
| Keyword(2) |
Mulitimodal LDA |
| Keyword(3) |
Word meaning acquisition |
| Keyword(4) |
Symbol emergent system |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Miyuki Funada |
| 1st Author's Affiliation |
The University of Electro-Communications (UEC) |
| 2nd Author's Name |
Tomoaki Nakamura |
| 2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 3rd Author's Name |
Takayuki Nagai |
| 3rd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 4th Author's Name |
Masahide Kaneko |
| 4th Author's Affiliation |
The University of Electro-Communications (UEC) |
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| Speaker |
Author-1 |
| Date Time |
2016-02-20 11:15:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2016-4 |
| Volume (vol) |
vol.40 |
| Number (no) |
no.5 |
| Page |
pp.13-16 |
| #Pages |
4 |
| Date of Issue |
2016-02-13 (ME) |