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  1. B200 工学部/工学研究科
  2. B200e 会議資料
  3. 国際会議

A visualization method of third-order tensor for knowledge extraction from questionnaire data

http://hdl.handle.net/2237/20712
http://hdl.handle.net/2237/20712
1bb52690-d272-4ea2-a19e-63c219c2d64c
名前 / ファイル ライセンス アクション
8_Visualization_Method_of_Third-Order_Tensor.pdf 8_Visualization_Method_of_Third-Order_Tensor.pdf (686.5 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2014-11-06
タイトル
タイトル A visualization method of third-order tensor for knowledge extraction from questionnaire data
言語 en
著者 Masai, Hiroaki

× Masai, Hiroaki

WEKO 54119

en Masai, Hiroaki

Search repository
Yoshikawa, Tomohiro

× Yoshikawa, Tomohiro

WEKO 54120

en Yoshikawa, Tomohiro

Search repository
Furuhashi, Takeshi

× Furuhashi, Takeshi

WEKO 54121

en Furuhashi, Takeshi

Search repository
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
権利
言語 en
権利情報 © 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
抄録
内容記述 This paper presents a new visualization method based on Higher Order Singular Value Decomposition(HOSVD). This method enables us to select any pairs of vectors from loading matrices, and visualizes features of loading vectors in the form of hi plots of respondents, questions and objects. An experiment is carried out using artificial data. The results shows that the proposed method can visualize the interrelationships between features of selected loading vectors and we can find respondent groups who marked uniquely on particular objects and questions. Some groups are unable to be found by the conventional PCA.
言語 en
内容記述タイプ Abstract
出版者
言語 en
出版者 IEEE
言語
言語 eng
資源タイプ
資源タイプresource http://purl.org/coar/resource_type/c_6501
タイプ journal article
出版タイプ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 https://doi.org/10.1109/IFSA-NAFIPS.2013.6608530
書誌情報 en : 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

p. 962-967, 発行日 2013-06
著者版フラグ
値 author
URI
識別子 http://dx.doi.org/10.1109/IFSA-NAFIPS.2013.6608530
識別子タイプ DOI
URI
識別子 http://hdl.handle.net/2237/20712
識別子タイプ HDL
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