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

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationMUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings
EditorsTimo Ojala, Florian Alt, Niels Henze, Jonna Hakkila
PublisherAssociation for Computing Machinery
Pages327-329
Number of pages3
ISBN (Electronic)9781450348607
DOIs
Publication statusPublished - Dec 12 2016
Externally publishedYes
Event15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016 - Rovaniemi, Finland
Duration: Dec 12 2016Dec 15 2016

Publication series

NameACM International Conference Proceeding Series

Conference

Conference15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016
CountryFinland
CityRovaniemi
Period12/12/1612/15/16

All Science Journal Classification (ASJC) codes

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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