| Presentation | 2023-08-25 Modeling of Expressed Emotions in Puzzle Tasks and Estimation of the Emotion based on Laban Movement Analysis Akari Kubota, Sota Fujiwara, Saizo Aoyagi, MIchiya Yamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Research to recognize and estimate human emotions using such as facial expressions has been vigorously conducted. By focusing on the difficulty in expressing body movement intentionally as expressions, we have been proposed an original emotion recognition method using Laban Movement Analysis and showed effectiveness of that. In detail, the results on various tasks from small movements to large suggests the individual variations of bodily expressions are large and they can be clustered. In this study, we performed a study on puzzle tasks in which various emotions are evoked in short time for such clustering. First, we picked up emotional words in puzzle play from review of web, and constructed core affect model. Then, we estimated emotions using machine learning, and the results showed low estimation rate than ever. This suggests that the task of troubling in solving puzzles is unpleasant in the process, but it changes to pleasant after that. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | emotion estimation / Lavan Movement Analysis / puzzle / face expression / brain wave / body expression |
| Paper # | HCS2023-48 |
| Date of Issue | 2023-08-18 (HCS) |
| Conference Information | |
| Committee | HCS |
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| Conference Date | 2023/8/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tomoko Kanda(Osaka Inst. of Tech.) |
| Vice Chair | Sachiko Takagi(Tokiwa Univ.) / Masashi Komori(Osaka Electro-Comm. Univ.) |
| Secretary | Sachiko Takagi(Ritsumeikan Univ.) / Masashi Komori(Kanagawa Univ.) |
| Assistant | HUANG HUNGHSUAN(Univ. of Fukuchiyama) / Jun Ichikawa(Shizuoka Univ.) / Kazuki Takashima(Tohoku Univ.) / Hiroto Saito(Tokyo Denki Univ.) / Ryo Ishii(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Human Communication Science |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Modeling of Expressed Emotions in Puzzle Tasks and Estimation of the Emotion based on Laban Movement Analysis |
| Sub Title (in English) | |
| Keyword(1) | emotion estimation |
| Keyword(2) | Lavan Movement Analysis |
| Keyword(3) | puzzle |
| Keyword(4) | face expression |
| Keyword(5) | brain wave |
| Keyword(6) | body expression |
| 1st Author's Name | Akari Kubota |
| 1st Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| 2nd Author's Name | Sota Fujiwara |
| 2nd Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| 3rd Author's Name | Saizo Aoyagi |
| 3rd Author's Affiliation | Komazawa University(Komazawa Univ.) |
| 4th Author's Name | MIchiya Yamamoto |
| 4th Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| Date | 2023-08-25 |
| Paper # | HCS2023-48 |
| Volume (vol) | vol.123 |
| Number (no) | HCS-165 |
| Page | pp.pp.29-34(HCS), |
| #Pages | 6 |
| Date of Issue | 2023-08-18 (HCS) |