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| Presentation | 2021-01-27 13:55 Coloration of Emotional Expressions in Texts Based on Hue Circle Kuniaki Yuba, Tsunenori Mine (Kyushu Univ)  AI2020-16 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | When having a conversation using only text, there is sometimes a discrepancy in emotions when using only the written word. Therefore, we tried to solve this problem by visualizing the emotions. To solve this problem, we used the method of coloring emotions by RGB values, assuming that it will be used as an internal emotion value for Chatbot in the future. As a start, we created a color-emotion model by assigning emotions to each of the seven colors except for white, which can be represented by RGB values of [0,255]. We then combined bidirectional GRU with MLP and Attention to learn and measure accuracy. As a result, although the overall accuracy was not as good as the conventional method, we were able to create a model with local superiority. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | RGB / Emotion Learning / GRU / MLP / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 344, AI2020-16, pp. 13-18, Jan. 2021. | |
| Paper # | AI2020-16 | |
| Date of Issue | 2021-01-20 (AI) | |
| ISSN | 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 | AI2020-16 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2021-01-27 - 2021-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2021-01-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Coloration of Emotional Expressions in Texts Based on Hue Circle |
| Sub Title (in English) | |
| Keyword(1) | RGB |
| Keyword(2) | Emotion Learning |
| Keyword(3) | GRU |
| Keyword(4) | MLP |
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| 1st Author's Name | Kuniaki Yuba |
| 1st Author's Affiliation | Kyushu University (Kyushu Univ) |
| 2nd Author's Name | Tsunenori Mine |
| 2nd Author's Affiliation | Kyushu University (Kyushu Univ) |
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| Speaker | Author-1 |
| Date Time | 2021-01-27 13:55:00 |
| Presentation Time | 25 minutes |
| Registration for | AI |
| Paper # | AI2020-16 |
| Volume (vol) | vol.120 |
| Number (no) | no.344 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2021-01-20 (AI) |
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