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| Presentation | 2018-03-14 15:20 Development of Decision Support Agent That Utilizes Probe Actions Yuta Ishizaki, Natsuki Oka, Kazuaki Tanaka (KIT)  HCS2017-117 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Maeda et al. (2016) built a system that answers a light consultation such as "Which do you think is better?", and conducted an evaluation experiment. They used a method to estimate hidden preferences of the participants by moving an agent according to the delayed unconscious muscle movement. The estimation success rate was 75%. In this research, in order to improve the preference estimation accuracy of the participants, we analyzed from the following methods. The first method is to estimate the preference from the time series information of the inclination of the tablet obtained by Maeda's system and the coordinate data of the agent. The second method is to introduce probe behavior into the agent and perform preference estimation from time series information on how the tablet's slope and agent coordinate data changed with respect to probe behavior. In first method, despite the instructions to instruct the participants to keep level, the inclination of the tablets tends to coincide with the preference of participants by about 65% at the beginning of consultation. In the proposed method, it is suggested that when the direction of movement of the agent due to probe behavior matches, the initial stage of consultation may coincide with the preference of the consultant. In the future, we plan to realize preference estimation with higher precision based on these findings. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | decision support / probe action / preference estimation / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 509, HCS2017-117, pp. 145-150, March 2018. | |
| Paper # | HCS2017-117 | |
| Date of Issue | 2018-03-06 (HCS) | |
| 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 | HCS2017-117 |
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| Conference Information | |
| Committee | HCS |
| Conference Date | 2018-03-13 - 2018-03-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Research Institute of Electrical Communication, Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | HCS |
| Conference Code | 2018-03-HCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of Decision Support Agent That Utilizes Probe Actions |
| Sub Title (in English) | |
| Keyword(1) | decision support |
| Keyword(2) | probe action |
| Keyword(3) | preference estimation |
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| 1st Author's Name | Yuta Ishizaki |
| 1st Author's Affiliation | Kyoto Institute of Technology (KIT) |
| 2nd Author's Name | Natsuki Oka |
| 2nd Author's Affiliation | Kyoto Institute of Technology (KIT) |
| 3rd Author's Name | Kazuaki Tanaka |
| 3rd Author's Affiliation | Kyoto Institute of Technology (KIT) |
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| Speaker | Author-1 |
| Date Time | 2018-03-14 15:20:00 |
| Presentation Time | 25 minutes |
| Registration for | HCS |
| Paper # | HCS2017-117 |
| Volume (vol) | vol.117 |
| Number (no) | no.509 |
| Page | pp.145-150 |
| #Pages | 6 |
| Date of Issue | 2018-03-06 (HCS) |
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