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| Presentation | 2017-06-23 17:40 Kansei analysis of landscape images by Tensor SOM -- Simultaneous analysis of evaluators, subjects, and evaluation words -- Kyouhei Itonaga (Kyutech), Tohru Iwasaki (Colorcle), Kaori Yoshida, Tetsuo Furukawa (Kyutech)  NC2017-12 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the field of Kansei evaluation, it is investigated and analyzed by using evaluation words with various subjects and objects. However, the combination of the subjects, the objects, and the evaluation words is enormous, and exhaustive analysis is not easy. In this paper, we propose a method to simultaneously analyze their relationship. Tensor SOM, the proposed method, enables to visualize the relation by simultaneously generating three maps corresponding to subjects, objects, and evaluation words. Furthermore, Tensor SOM enables to visualize the relationship by coloring. We show the results of visualization of the relationship among subject, object, and evaluation word by analyzing the set of landscape images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Tensor SOM / kansei analysis / self-organizing map / tensor analysis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 109, NC2017-12, pp. 45-50, June 2017. | |
| Paper # | NC2017-12 | |
| Date of Issue | 2017-06-16 (NC) | |
| 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 | NC2017-12 |
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| Conference Information | |
| Committee | NC IPSJ-BIO IBISML IPSJ-MPS |
| Conference Date | 2017-06-23 - 2017-06-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning Approach to Biodata Mining, and General |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2017-06-NC-BIO-IBISML-MPS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Kansei analysis of landscape images by Tensor SOM |
| Sub Title (in English) | Simultaneous analysis of evaluators, subjects, and evaluation words |
| Keyword(1) | Tensor SOM |
| Keyword(2) | kansei analysis |
| Keyword(3) | self-organizing map |
| Keyword(4) | tensor analysis |
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| 1st Author's Name | Kyouhei Itonaga |
| 1st Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 2nd Author's Name | Tohru Iwasaki |
| 2nd Author's Affiliation | Colorcle Inc. (Colorcle) |
| 3rd Author's Name | Kaori Yoshida |
| 3rd Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 4th Author's Name | Tetsuo Furukawa |
| 4th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
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| Speaker | Author-1 |
| Date Time | 2017-06-23 17:40:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2017-12 |
| Volume (vol) | vol.117 |
| Number (no) | no.109 |
| Page | pp.45-50 |
| #Pages | 6 |
| Date of Issue | 2017-06-16 (NC) |
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