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| Presentation | 2024-01-19 15:45 Factor Analysis of Dialogue Intent through Monocular Camera-based 3D Pose Estimation Wataru Kawaguchi, Junji Yamato (Kogakuin Univ)  CNR2023-33 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In dialogues with conversational systems, there are occasions when inappropriate responses, such as unnatural replies to questions or outright ignoring them, occur. These issues can diminish the user's expectation of the dialogue, potentially leading to a decrease in their willingness to engage in conversation. This study aims to estimate conversational willingness using multimodal information, including linguistic and non-linguistic data, obtained from a monocular camera, and to identify objective indicators effective in estimating conversational willingness. For this purpose, we measured six factors: body posture inclination angle and its temporal change, head tilt angle, and its temporal change, and the extent of right-hand motion and its temporal change. We analyzed the correlation of these factors with conversational willingness. The results revealed that the temporal changes in body posture inclination angle and right-hand motion are related to conversational willingness, particularly in the last 30 seconds of the conversation, which are more susceptible to its influence. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Verbal information / Non-verbal information / Multimodal / Conversational willingness / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 347, CNR2023-33, pp. 41-46, Jan. 2024. | |
| Paper # | CNR2023-33 | |
| Date of Issue | 2024-01-12 (CNR) | |
| 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 | CNR2023-33 |
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| Conference Information | |
| Committee | CNR |
| Conference Date | 2024-01-19 - 2024-01-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fureai Plaza Nanohana-Kan Meeting Room 1 (IBUSUKI City) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Cloud Network Robotics and General |
| Paper Information | |
| Registration To | CNR |
| Conference Code | 2024-01-CNR |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Factor Analysis of Dialogue Intent through Monocular Camera-based 3D Pose Estimation |
| Sub Title (in English) | |
| Keyword(1) | Verbal information |
| Keyword(2) | Non-verbal information |
| Keyword(3) | Multimodal |
| Keyword(4) | Conversational willingness |
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| 1st Author's Name | Wataru Kawaguchi |
| 1st Author's Affiliation | Kogakuin University (Kogakuin Univ) |
| 2nd Author's Name | Junji Yamato |
| 2nd Author's Affiliation | Kogakuin University (Kogakuin Univ) |
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| Speaker | Author-1 |
| Date Time | 2024-01-19 15:45:00 |
| Presentation Time | 30 minutes |
| Registration for | CNR |
| Paper # | CNR2023-33 |
| Volume (vol) | vol.123 |
| Number (no) | no.347 |
| Page | pp.41-46 |
| #Pages | 6 |
| Date of Issue | 2024-01-12 (CNR) |
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