Implementation and evaluation of daycare report generation system based on BLE tag

Yukitoshi Kashimoto, Tatsuya Morita, Manato Fujimoto, Yutaka Arakawa, Hirohiko Suwa, Keiichi Yasumoto

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

2 被引用数 (Scopus)

抄録

Recently, as elderly people population grows, the burdens on caretakers are getting larger. In daycare center, caretakers make a daycare report aiming to improve the senior citizen's Quality of Life. However, in the aged society, it is difficult for caretakers to record the senior citizen's activity in detail, since each caretaker needs to take care of several senior citizens at the same time. In this paper, we propose a semi-automatic daycare report generation system. Our proposed system estimates the present area and activity of the senior citizen by utilizing the accelerometer-implemented-BLE-beacon tags and generate the daycare report. Based on the generated report, the caretaker works effectively. Evaluation result in a daycare center showed that our system estimated the subject's present area with F-measure: 80.6% and activity with F-measure: 73.8% and automatically generated the daycare report.

本文言語英語
ホスト出版物のタイトルMUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings
編集者Timo Ojala, Florian Alt, Niels Henze, Jonna Hakkila
出版社Association for Computing Machinery
ページ327-329
ページ数3
ISBN(電子版)9781450348607
DOI
出版ステータス出版済み - 12 12 2016
外部発表はい
イベント15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016 - Rovaniemi, フィンランド
継続期間: 12 12 201612 15 2016

出版物シリーズ

名前ACM International Conference Proceeding Series

会議

会議15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016
国/地域フィンランド
CityRovaniemi
Period12/12/1612/15/16

All Science Journal Classification (ASJC) codes

  • ソフトウェア
  • 人間とコンピュータの相互作用
  • コンピュータ ビジョンおよびパターン認識
  • コンピュータ ネットワークおよび通信

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