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 | |
| 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 |
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All Science Journal Classification (ASJC) codes
- Human-Computer Interaction
- Computer Networks and Communications
- Computer Vision and Pattern Recognition
- Software
Cite this
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
}
TY - GEN
T1 - Implementation and evaluation of daycare report generation system based on BLE tag
AU - Kashimoto, Yukitoshi
AU - Morita, Tatsuya
AU - Fujimoto, Manato
AU - Arakawa, Yutaka
AU - Suwa, Hirohiko
AU - Yasumoto, Keiichi
PY - 2016/12/12
Y1 - 2016/12/12
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85014863375&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85014863375&partnerID=8YFLogxK
U2 - 10.1145/3012709.3016072
DO - 10.1145/3012709.3016072
M3 - Conference contribution
T3 - ACM International Conference Proceeding Series
SP - 327
EP - 329
BT - MUM 2016 - 15th International Conference on Mobile and Ubiquitous Multimedia, Proceedings
A2 - Ojala, Timo
A2 - Alt, Florian
A2 - Henze, Niels
A2 - Hakkila, Jonna
PB - Association for Computing Machinery
ER -