Paper Abstract and Keywords |
Presentation |
2022-01-22 09:50
Integration Analysis of Heterogeneous Data on Mind Externalization of Elderly People at Home Sinan Chen, Hayato Ozono, Masahide Nakamura (Kobe Univ.) NLP2021-97 MICT2021-72 MBE2021-58 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
As the aging population around the world, analyzing reasons for changes in the health status of elderly people at home has been urgent. In our research group, to realize scientific self-care of elderly people at home, mind externalization that talk about thoughts as much as possible using spoken dialogue agent technology has been developing. In this paper, we aim to elucidate reasons of health changes in the elderly at home, by adding health data collected from wearable health devices and integrating heterogeneous data (i.e., health data and dialogue data). More specifically, an application for extracting the feature of changes in health data (i.e., heart rate, stress, sleep quality, step, and activity level from wearable device) every day is developed. Then, the contexts before and after the period of the site, by integrating health data and dialogue data (i.e., text logs, audio, and images) are estimated. Our key idea is to integrate the results of health status, dialogue logs, and emotional values (recognized from images and audio during the spoken dialogue) into a time series. In this way, assisting elderly people at home by grasping their daily living in detail can be realized. Moreover, realizing accurate self-management is promising. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Elderly at home / Mind externalization / Spoken dialogue / Wearable / Smart healthcare / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 336, MICT2021-72, pp. 109-114, Jan. 2022. |
Paper # |
MICT2021-72 |
Date of Issue |
2022-01-14 (NLP, MICT, MBE) |
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) |
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NLP2021-97 MICT2021-72 MBE2021-58 |
Conference Information |
Committee |
NLP MICT MBE NC |
Conference Date |
2022-01-21 - 2022-01-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
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Paper Information |
Registration To |
MICT |
Conference Code |
2022-01-NLP-MICT-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Integration Analysis of Heterogeneous Data on Mind Externalization of Elderly People at Home |
Sub Title (in English) |
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Elderly at home |
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Mind externalization |
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Spoken dialogue |
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Wearable |
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Smart healthcare |
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1st Author's Name |
Sinan Chen |
1st Author's Affiliation |
Kobe University (Kobe Univ.) |
2nd Author's Name |
Hayato Ozono |
2nd Author's Affiliation |
Kobe University (Kobe Univ.) |
3rd Author's Name |
Masahide Nakamura |
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Kobe University (Kobe Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-01-22 09:50:00 |
Presentation Time |
25 minutes |
Registration for |
MICT |
Paper # |
NLP2021-97, MICT2021-72, MBE2021-58 |
Volume (vol) |
vol.121 |
Number (no) |
no.335(NLP), no.336(MICT), no.337(MBE) |
Page |
pp.109-114 |
#Pages |
6 |
Date of Issue |
2022-01-14 (NLP, MICT, MBE) |
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