| Presentation | 2017-06-23 Kansei analysis of landscape images by Tensor SOM Kyouhei Itonaga, Tohru Iwasaki, Kaori Yoshida, Tetsuo Furukawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Tensor SOM / kansei analysis / self-organizing map / tensor analysis |
| Paper # | NC2017-12 |
| Date of Issue | 2017-06-16 (NC) |
| Conference Information | |
| Committee | NC / IPSJ-BIO / IBISML / IPSJ-MPS |
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| Conference Date | 2017/6/23(3days) |
| 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 |
| Chair | Masafumi Hagiwara(Keio Univ.) / / Kenji Fukumizu(ISM) |
| Vice Chair | Yutaka Hirata(Chubu Univ.) / / Masashi Sugiyama(Univ. of Tokyo) |
| Secretary | Yutaka Hirata(Tokyo Inst. of Tech.) / (Nagoya Univ.) / Masashi Sugiyama / (Kyoto Univ.) |
| Assistant | Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / / Ichiro Takeuchi(Nagoya Inst. of Tech.) / Toshihiro Kamishima(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Special Interest Group on Bioinformatics and Genomics / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Mathematical Modeling and Problem Solving |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2017-06-23 |
| Paper # | NC2017-12 |
| Volume (vol) | vol.117 |
| Number (no) | NC-109 |
| Page | pp.pp.45-50(NC), |
| #Pages | 6 |
| Date of Issue | 2017-06-16 (NC) |