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

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

doi:10.1145/3012709.3016072

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 proceeding › Conference 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 language	English
Title of host publication	MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings
Editors	Timo Ojala, Florian Alt, Niels Henze, Jonna Hakkila
Publisher	Association for Computing Machinery
Pages	327-329
Number of pages	3
ISBN (Electronic)	9781450348607
DOIs	https://doi.org/10.1145/3012709.3016072
Publication status	Published - Dec 12 2016
Externally published	Yes
Event	15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016 - Rovaniemi, Finland Duration: Dec 12 2016 → Dec 15 2016

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016
Country	Finland
City	Rovaniemi
Period	12/12/16 → 12/15/16

All Science Journal Classification (ASJC) codes

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

Access to Document

10.1145/3012709.3016072

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Cite this

Kashimoto, Y., Morita, T., Fujimoto, M., Arakawa, Y., Suwa, H., & Yasumoto, K. (2016). Implementation and evaluation of daycare report generation system based on BLE tag. In T. Ojala, F. Alt, N. Henze, & J. Hakkila (Eds.), MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings (pp. 327-329). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3012709.3016072

Implementation and evaluation of daycare report generation system based on BLE tag. / Kashimoto, Yukitoshi; Morita, Tatsuya; Fujimoto, Manato; Arakawa, Yutaka; Suwa, Hirohiko; Yasumoto, Keiichi.

MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings. ed. / Timo Ojala; Florian Alt; Niels Henze; Jonna Hakkila. Association for Computing Machinery, 2016. p. 327-329 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kashimoto, Y, Morita, T, Fujimoto, M, Arakawa, Y, Suwa, H & Yasumoto, K 2016, Implementation and evaluation of daycare report generation system based on BLE tag. in T Ojala, F Alt, N Henze & J Hakkila (eds), MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 327-329, 15th International Conference on Mobile and Ubiquitous Multimedia, MUM 2016, Rovaniemi, Finland, 12/12/16. https://doi.org/10.1145/3012709.3016072

Kashimoto Y, Morita T, Fujimoto M, Arakawa Y, Suwa H, Yasumoto K. Implementation and evaluation of daycare report generation system based on BLE tag. In Ojala T, Alt F, Henze N, Hakkila J, editors, MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings. Association for Computing Machinery. 2016. p. 327-329. (ACM International Conference Proceeding Series). https://doi.org/10.1145/3012709.3016072

Kashimoto, Yukitoshi ; Morita, Tatsuya ; Fujimoto, Manato ; Arakawa, Yutaka ; Suwa, Hirohiko ; Yasumoto, Keiichi. / Implementation and evaluation of daycare report generation system based on BLE tag. MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings. editor / Timo Ojala ; Florian Alt ; Niels Henze ; Jonna Hakkila. Association for Computing Machinery, 2016. pp. 327-329 (ACM International Conference Proceeding Series).

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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.",

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