---
_id: '4337'
abstract:
- lang: eng
text: Our goal is to develop a system for coaching human motions (e.g., for rehabilitation
and daily health maintenance). This paper focuses on how to coach a user so that
his/her motion gets closer to the good template of a target motion. It is important
to efficiently advise the user to emulate the crucial features that define the
good template. The proposed system (1) automatically mines the crucial features
of any kind of motion from a set of motion features and (2) gives the user feedback
about how to modify the motion through an intuitive interface. The crucial features
are mined by feature sparsification through binary classification between the
samples of good and other motions. An interface for motion coaching is designed
to give feedback via different channels (e.g., visually, aurally), depending on
the type of error. To use the total system, all the user must do is just move
and then get feedback on the motion. Following experimental results, open problems
for future work are discussed.
author:
- first_name: Norimichi
full_name: Ukita, Norimichi
last_name: Ukita
- first_name: 'Daniel '
full_name: 'Kaulen, Daniel '
last_name: Kaulen
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Ukita N, Kaulen D, Röcker C. A User-Centered Design Approach to Physical Motion
Coaching Systems for Pervasive Health. In: Holzinger A, Röcker C, Ziefle M, eds.
Smart Health : Open Problems and Future Challenges. Vol 8700. Lecture Notes
in Computer Science. Heidelberg: Springer; 2015:189-208. doi:10.1007/978-3-319-16226-3_8'
apa: 'Ukita, N., Kaulen, D., & Röcker, C. (2015). A User-Centered Design Approach
to Physical Motion Coaching Systems for Pervasive Health. In A. Holzinger, C.
Röcker, & M. Ziefle (Eds.), Smart Health : Open Problems and Future Challenges
(Vol. 8700, pp. 189–208). Heidelberg: Springer. https://doi.org/10.1007/978-3-319-16226-3_8'
bjps: 'Ukita N, Kaulen D and Röcker C (2015) A User-Centered Design Approach
to Physical Motion Coaching Systems for Pervasive Health. In Holzinger A, Röcker
C and Ziefle M (eds), Smart Health : Open Problems and Future Challenges,
vol. 8700. Heidelberg: Springer, pp. 189–208.'
chicago: 'Ukita, Norimichi, Daniel Kaulen, and Carsten Röcker. “A User-Centered
Design Approach to Physical Motion Coaching Systems for Pervasive Health.” In
Smart Health : Open Problems and Future Challenges, edited by Andreas Holzinger,
Carsten Röcker, and Martina Ziefle, 8700:189–208. Lecture Notes in Computer Science.
Heidelberg: Springer, 2015. https://doi.org/10.1007/978-3-319-16226-3_8.'
chicago-de: 'Ukita, Norimichi, Daniel Kaulen und Carsten Röcker. 2015. A User-Centered
Design Approach to Physical Motion Coaching Systems for Pervasive Health. In:
Smart Health : Open Problems and Future Challenges, hg. von Andreas Holzinger,
Carsten Röcker, und Martina Ziefle, 8700:189–208. Lecture Notes in Computer Science.
Heidelberg: Springer. doi:10.1007/978-3-319-16226-3_8,
.'
din1505-2-1: 'Ukita, Norimichi ; Kaulen, Daniel ; Röcker,
Carsten: A User-Centered Design Approach to Physical Motion Coaching Systems
for Pervasive Health. In: Holzinger, A.
; Röcker, C. ; Ziefle,
M. (Hrsg.): Smart Health : Open Problems and Future Challenges,
Lecture Notes in Computer Science. Bd. 8700. Heidelberg : Springer, 2015,
S. 189–208'
havard: 'N. Ukita, D. Kaulen, C. Röcker, A User-Centered Design Approach to Physical
Motion Coaching Systems for Pervasive Health, in: A. Holzinger, C. Röcker, M.
Ziefle (Eds.), Smart Health : Open Problems and Future Challenges, Springer, Heidelberg,
2015: pp. 189–208.'
ieee: 'N. Ukita, D. Kaulen, and C. Röcker, “A User-Centered Design Approach to Physical
Motion Coaching Systems for Pervasive Health,” in Smart Health : Open Problems
and Future Challenges, vol. 8700, A. Holzinger, C. Röcker, and M. Ziefle,
Eds. Heidelberg: Springer, 2015, pp. 189–208.'
mla: 'Ukita, Norimichi, et al. “A User-Centered Design Approach to Physical Motion
Coaching Systems for Pervasive Health.” Smart Health : Open Problems and Future
Challenges, edited by Andreas Holzinger et al., vol. 8700, Springer, 2015,
pp. 189–208, doi:10.1007/978-3-319-16226-3_8.'
short: 'N. Ukita, D. Kaulen, C. Röcker, in: A. Holzinger, C. Röcker, M. Ziefle (Eds.),
Smart Health : Open Problems and Future Challenges, Springer, Heidelberg, 2015,
pp. 189–208.'
ufg: 'Ukita, Norimichi et. al. (2015): A User-Centered Design Approach to
Physical Motion Coaching Systems for Pervasive Health, in: Andreas Holzinger et.
al. (Hgg.): Smart Health : Open Problems and Future Challenges (=Lecture
Notes in Computer Science 8700), Heidelberg, S. 189–208.'
van: 'Ukita N, Kaulen D, Röcker C. A User-Centered Design Approach to Physical Motion
Coaching Systems for Pervasive Health. In: Holzinger A, Röcker C, Ziefle M, editors.
Smart Health : Open Problems and Future Challenges. Heidelberg: Springer; 2015.
p. 189–208. (Lecture Notes in Computer Science; vol. 8700).'
date_created: 2021-01-08T12:03:53Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-16226-3_8
editor:
- first_name: Andreas
full_name: Holzinger, Andreas
last_name: Holzinger
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
- first_name: Martina
full_name: Ziefle, Martina
last_name: Ziefle
intvolume: ' 8700'
keyword:
- Motion coaching
- Error feedback
- Physical rehabilitation
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: ' 189 - 208'
place: Heidelberg
publication: 'Smart Health : Open Problems and Future Challenges'
publication_identifier:
eisbn:
- 978-3-319-16226-3
isbn:
- 978-3-319-16225-6
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive
Health
type: book_chapter
user_id: '15514'
volume: 8700
year: 2015
...