---
_id: '4336'
abstract:
- lang: eng
text: "Prolonged life expectancy along with the increasing complexity of medicine
and health services raises health costs worldwide dramatically. Whilst the smart
health concept has much potential to support the concept of the emerging P4-medicine
(preventive, participatory, predictive, and personalized), such high-tech medicine
produces large amounts of high-dimensional, weakly-structured data sets and massive
amounts of unstructured information. All these technological approaches along
with “big data” are turning the medical sciences into a data-intensive science.
To keep pace with the growing amounts of complex data, smart hospital approaches
are a commandment of the future, necessitating context aware computing along with
advanced interaction paradigms in new physical-digital ecosystems.\r\n\r\nThe
very successful synergistic combination of methodologies and approaches from Human-Computer
Interaction (HCI) and Knowledge Discovery and Data Mining (KDD) offers ideal conditions
for the vision to support human intelligence with machine learning.\r\n\r\nThe
papers selected for this volume focus on hot topics in smart health; they discuss
open problems and future challenges in order to provide a research agenda to stimulate
further research and progress."
citation:
ama: 'Holzinger A, Röcker C, Ziefle M, eds. Smart Health: Open Problems and Future
Challenges. Vol 8700. Heidelberg: Springer; 2015. doi:10.1007/978-3-319-16226-3'
apa: 'Holzinger, A., Röcker, C., & Ziefle, M. (Eds.). (2015). Smart Health:
Open Problems and Future Challenges (Vol. 8700). Heidelberg: Springer. https://doi.org/10.1007/978-3-319-16226-3'
bjps: 'Holzinger A, Röcker C and Ziefle M (eds) (2015) Smart Health: Open
Problems and Future Challenges. Heidelberg: Springer.'
chicago: 'Holzinger, Andreas, Carsten Röcker, and Martina Ziefle, eds. Smart
Health: Open Problems and Future Challenges. Vol. 8700. Lecture Notes in Computer
Science / Information Systems and Applications, Incl. Internet/Web, and HCI.
Heidelberg: Springer, 2015. https://doi.org/10.1007/978-3-319-16226-3.'
chicago-de: 'Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015.
Smart Health: Open Problems and Future Challenges. Bd. 8700. Lecture Notes
in Computer Science / Information Systems and Applications, incl. Internet/Web,
and HCI. Heidelberg: Springer. doi:10.1007/978-3-319-16226-3,
.'
din1505-2-1: 'Holzinger, A. ; Röcker, C. ; Ziefle,
M. (Hrsg.): Smart Health: Open Problems and Future Challenges, Lecture
Notes in Computer Science / Information Systems and Applications, incl. Internet/Web,
and HCI. Bd. 8700. Heidelberg : Springer, 2015'
havard: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
Future Challenges, Springer, Heidelberg, 2015.'
ieee: 'A. Holzinger, C. Röcker, and M. Ziefle, Eds., Smart Health: Open Problems
and Future Challenges, vol. 8700. Heidelberg: Springer, 2015.'
mla: 'Holzinger, Andreas, et al., editors. Smart Health: Open Problems and Future
Challenges. Vol. 8700, Springer, 2015, doi:10.1007/978-3-319-16226-3.'
short: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
Future Challenges, Springer, Heidelberg, 2015.'
ufg: 'Holzinger, Andreas et. al. (Hgg.) (2015): Smart Health: Open Problems
and Future Challenges (=Lecture Notes in Computer Science / Information Systems
and Applications, incl. Internet/Web, and HCI 8700), Heidelberg.'
van: 'Holzinger A, Röcker C, Ziefle M, editors. Smart Health: Open Problems and
Future Challenges. Heidelberg: Springer; 2015. 275 p. (Lecture Notes in Computer
Science / Information Systems and Applications, incl. Internet/Web, and HCI;
vol. 8700).'
date_created: 2021-01-08T12:03:52Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-16226-3
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:
- HCI
- ambient assisted living
- big data
- computational intelligence
- context awareness
- data centric medicine
- decision support
- interactive data mining
- keyword detection
- knoweldge bases
- knoweldge discovery
- machine learning
- medical decision support
- medical informatics
- natural language processing
- pervasive health
- smart home
- ubiquitous computing
- visualization
- wearable sensors
language:
- iso: eng
main_file_link:
- open_access: '1'
url: 'http://www.springerlink.com/content/978-3-319-16226-3 '
oa: '1'
page: '275'
place: Heidelberg
publication_identifier:
eisbn:
- 978-3-319-16226-3
eissn:
- 1611-3349
isbn:
- 978-3-319-16225-6
issn:
- 0302-9743
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science / Information Systems and Applications,
incl. Internet/Web, and HCI
status: public
title: 'Smart Health: Open Problems and Future Challenges'
type: book_editor
user_id: '15514'
volume: 8700
year: 2015
...
---
_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
...
---
_id: '4338'
abstract:
- lang: eng
text: Prolonged life expectancy along with the increasing complexity of medicine
and health services raises health costs worldwide dramatically. Advancements in
ubiquitous computing applications in combination with the use of sophisticated
intelligent sensor networks may provide a basis for help. Whilst the smart health
concept has much potential to support the concept of the emerging P4-medicine
(preventive, participatory, predictive, and personalized), such high-tech medicine
produces large amounts of high-dimensional, weakly-structured data sets and massive
amounts of unstructured information. All these technological approaches along
with “big data” are turning the medical sciences into a data-intensive science.
To keep pace with the growing amounts of complex data, smart hospital approaches
are a commandment of the future, necessitating context aware computing along with
advanced interaction paradigms in new physical-digital ecosystems. In such a system
the medical doctors are supported by their smart mobile medical assistants on
managing their floods of data semi-automatically by following the human-in-the-loop
concept. At the same time patients are supported by their health assistants to
facilitate a healthier life, wellness and wellbeing.
author:
- 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
citation:
ama: 'Holzinger A, Röcker C, Ziefle M. From Smart Health to Smart Hospitals. In:
Holzinger A, Röcker C, Ziefle M, eds. Smart Health : Open Problems and Future
Challenges. Vol 8700. Lecture Notes in Computer Science. Heidelberg: Springer;
2015:1-20. doi:10.1007/978-3-319-16226-3_1'
apa: 'Holzinger, A., Röcker, C., & Ziefle, M. (2015). From Smart Health to Smart
Hospitals. In A. Holzinger, C. Röcker, & M. Ziefle (Eds.), Smart Health :
Open Problems and Future Challenges (Vol. 8700, pp. 1–20). Heidelberg: Springer.
https://doi.org/10.1007/978-3-319-16226-3_1'
bjps: 'Holzinger A, Röcker C and Ziefle M (2015) From Smart Health to Smart
Hospitals. In Holzinger A, Röcker C and Ziefle M (eds), Smart Health : Open
Problems and Future Challenges, vol. 8700. Heidelberg: Springer, pp. 1–20.'
chicago: 'Holzinger, Andreas, Carsten Röcker, and Martina Ziefle. “From Smart Health
to Smart Hospitals.” In Smart Health : Open Problems and Future Challenges,
edited by Andreas Holzinger, Carsten Röcker, and Martina Ziefle, 8700:1–20. Lecture
Notes in Computer Science. Heidelberg: Springer, 2015. https://doi.org/10.1007/978-3-319-16226-3_1.'
chicago-de: 'Holzinger, Andreas, Carsten Röcker und Martina Ziefle. 2015. From Smart
Health to Smart Hospitals. In: Smart Health : Open Problems and Future Challenges,
hg. von Andreas Holzinger, Carsten Röcker, und Martina Ziefle, 8700:1–20. Lecture
Notes in Computer Science. Heidelberg: Springer. doi:10.1007/978-3-319-16226-3_1,
.'
din1505-2-1: 'Holzinger, Andreas ;
Röcker, Carsten ; Ziefle,
Martina: From Smart Health to Smart Hospitals. 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. 1–20'
havard: 'A. Holzinger, C. Röcker, M. Ziefle, From Smart Health to Smart Hospitals,
in: A. Holzinger, C. Röcker, M. Ziefle (Eds.), Smart Health : Open Problems and
Future Challenges, Springer, Heidelberg, 2015: pp. 1–20.'
ieee: 'A. Holzinger, C. Röcker, and M. Ziefle, “From Smart Health to Smart Hospitals,”
in Smart Health : Open Problems and Future Challenges, vol. 8700, A. Holzinger,
C. Röcker, and M. Ziefle, Eds. Heidelberg: Springer, 2015, pp. 1–20.'
mla: 'Holzinger, Andreas, et al. “From Smart Health to Smart Hospitals.” Smart
Health : Open Problems and Future Challenges, edited by Andreas Holzinger
et al., vol. 8700, Springer, 2015, pp. 1–20, doi:10.1007/978-3-319-16226-3_1.'
short: 'A. Holzinger, C. Röcker, M. Ziefle, in: A. Holzinger, C. Röcker, M. Ziefle
(Eds.), Smart Health : Open Problems and Future Challenges, Springer, Heidelberg,
2015, pp. 1–20.'
ufg: 'Holzinger, Andreas et. al. (2015): From Smart Health to Smart Hospitals,
in: Andreas Holzinger et. al. (Hgg.): Smart Health : Open Problems and Future
Challenges (=Lecture Notes in Computer Science 8700), Heidelberg, S.
1–20.'
van: 'Holzinger A, Röcker C, Ziefle M. From Smart Health to Smart Hospitals. In:
Holzinger A, Röcker C, Ziefle M, editors. Smart Health : Open Problems and Future
Challenges. Heidelberg: Springer; 2015. p. 1–20. (Lecture Notes in Computer Science;
vol. 8700).'
date_created: 2021-01-08T12:03:55Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-16226-3_1
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:
- Smart health
- Smart hospital
- Ubiquitous computing
- Pervasive health
- P4 medicine
- Context awareness
- Computational intelligence
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 1 - 20
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: From Smart Health to Smart Hospitals
type: book_chapter
user_id: '15514'
volume: 8700
year: 2015
...