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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.
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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)  
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  
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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
Date Time 2016-02-20 11:15:00 
Presentation Time 15 
Registration for ME 
Paper # ITE-ME2016-4 
Volume (vol) ITE-40 
Number (no) no.5 
Page pp.13-16 
#Pages ITE-4 
Date of Issue ITE-ME-2016-02-13 


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