---
_id: '4312'
abstract:
- lang: eng
text: Computer-aided assistance systems are entering the world of work and production.
Such systems utilize augmented- and virtual-reality for operator training and
live guidance as well as mobile maintenance and support. This is particularly
important in the modern production reality of ever-changing products and `lot
size one' customization of production.This paper focuses on the application of
machine learning approach to extend the functionality of assistance systems. Machine
learning provides tools to analyse large amounts of data and extract meaningful
information. The goal here is to recognize the movement of an operator which would
enable automatic display of instructions relevant to them.We present the challenges
facing machine learning applications in human-centered assistance systems and
a framework to assess machine learning approaches feasible for this scenario.
The approach is assessed on a historical data set and then deployed in a work
station for live testing. The post-hoc, or historical, analysis yields promising
results. The ad-hoc, or live, analysis is a complex task and the results are affected
by multiple factors, most of which are introduced by the human influence.The contribution
of this paper is an approach to adapt state- of-the-art machine learning to operator
movement recognition with a special focus on approaches to spatial time series
data pre-processing. Presented experiment results validate the approach and show
that it performs well in a real-world scenario.
author:
- first_name: Marta
full_name: Fullen, Marta
last_name: Fullen
- first_name: Alexander
full_name: Maier, Alexander
id: '11158'
last_name: Maier
- first_name: Arthur
full_name: Nazarenko, Arthur
last_name: Nazarenko
- first_name: Sascha
full_name: Jenderny, Sascha
last_name: Jenderny
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Fullen M, Maier A, Nazarenko A, Jenderny S, Röcker C. Machine Learning for
Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: IEEE,
ed. 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).
Piscataway, NJ : IEEE; 2019:296-302. doi:10.1109/INDIN41052.2019.8972122'
apa: 'Fullen, M., Maier, A., Nazarenko, A., Jenderny, S., & Röcker, C. (2019).
Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step
Recognition. In IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial
Informatics (INDIN) (pp. 296–302). Piscataway, NJ : IEEE. https://doi.org/10.1109/INDIN41052.2019.8972122'
bjps: 'Fullen M et al. (2019) Machine Learning for Assistance Systems:
Pattern-Based Approach to Online Step Recognition. In IEEE (ed.), 2019 IEEE
17th International Conference on Industrial Informatics (INDIN). Piscataway,
NJ : IEEE, pp. 296–302.'
chicago: 'Fullen, Marta, Alexander Maier, Arthur Nazarenko, Sascha Jenderny, and
Carsten Röcker. “Machine Learning for Assistance Systems: Pattern-Based Approach
to Online Step Recognition.” In 2019 IEEE 17th International Conference on
Industrial Informatics (INDIN), edited by IEEE, 296–302. Piscataway, NJ :
IEEE, 2019. https://doi.org/10.1109/INDIN41052.2019.8972122.'
chicago-de: 'Fullen, Marta, Alexander Maier, Arthur Nazarenko, Sascha Jenderny und
Carsten Röcker. 2019. Machine Learning for Assistance Systems: Pattern-Based Approach
to Online Step Recognition. In: 2019 IEEE 17th International Conference on
Industrial Informatics (INDIN), hg. von IEEE, 296–302. Piscataway, NJ : IEEE.
doi:10.1109/INDIN41052.2019.8972122,
.'
din1505-2-1: 'Fullen, Marta ; Maier, Alexander ; Nazarenko,
Arthur ; Jenderny, Sascha
; Röcker, Carsten: Machine Learning
for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In:
IEEE (Hrsg.): 2019 IEEE 17th
International Conference on Industrial Informatics (INDIN). Piscataway, NJ
: IEEE, 2019, S. 296–302'
havard: 'M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, Machine Learning
for Assistance Systems: Pattern-Based Approach to Online Step Recognition, in:
IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial Informatics
(INDIN), IEEE, Piscataway, NJ , 2019: pp. 296–302.'
ieee: 'M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, and C. Röcker, “Machine Learning
for Assistance Systems: Pattern-Based Approach to Online Step Recognition,” in
2019 IEEE 17th International Conference on Industrial Informatics (INDIN),
IEEE, Ed. Piscataway, NJ : IEEE, 2019, pp. 296–302.'
mla: 'Fullen, Marta, et al. “Machine Learning for Assistance Systems: Pattern-Based
Approach to Online Step Recognition.” 2019 IEEE 17th International Conference
on Industrial Informatics (INDIN), edited by IEEE, IEEE, 2019, pp. 296–302,
doi:10.1109/INDIN41052.2019.8972122.'
short: 'M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, in: IEEE (Ed.),
2019 IEEE 17th International Conference on Industrial Informatics (INDIN), IEEE,
Piscataway, NJ , 2019, pp. 296–302.'
ufg: 'Fullen, Marta et. al. (2019): Machine Learning for Assistance Systems:
Pattern-Based Approach to Online Step Recognition, in: IEEE (Hg.): 2019 IEEE
17th International Conference on Industrial Informatics (INDIN), Piscataway,
NJ , S. 296–302.'
van: 'Fullen M, Maier A, Nazarenko A, Jenderny S, Röcker C. Machine Learning for
Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: IEEE,
editor. 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).
Piscataway, NJ : IEEE; 2019. p. 296–302.'
conference:
end_date: 2019-07-25
location: Helsinki, Finland,
name: 17th International Conference on Industrial Informatics (INDIN)
start_date: 2019-07-22
corporate_editor:
- IEEE
date_created: 2021-01-06T13:59:10Z
date_updated: 2023-03-15T13:49:51Z
department:
- _id: DEP5023
doi: 10.1109/INDIN41052.2019.8972122
keyword:
- augmented reality
- computer based training
- data handling
- industrial training
- learning (artificial intelligence)
- time series
language:
- iso: eng
page: 296 - 302
place: 'Piscataway, NJ '
publication: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN)
publication_identifier:
isbn:
- 978-1-7281-2927-3
issn:
- 2378-363X
publication_status: published
publisher: IEEE
status: public
title: 'Machine Learning for Assistance Systems: Pattern-Based Approach to Online
Step Recognition'
type: book_chapter
user_id: '15514'
year: 2019
...
---
_id: '9752'
abstract:
- lang: ger
text: Kommunikation gilt als Schlüssel, sich der Wahrnehmung von Landschaften zu
nähern. In der räumlichen Planung wird Beteiligung, als Mittel angesehen, um mögliche
Konflikte frühzeitig zu erkennen, zu lösen oder vorzubeugen. Online-Partizipation
bietet in Bezug auf das Thema Landschaft besondere Chancen und Grenzen. Dementsprechend
empfiehlt sich auch bei landschaftlichen Themen ein Methoden- und Medienmix, der
abgestimmt ist auf den vorhandenen Kontext, das Ziel der Beteiligung und die Planungsphase.
author:
- first_name: Franziska
full_name: Bernstein, Franziska
id: '71900'
last_name: Bernstein
- first_name: Lucas
full_name: Kaußen, Lucas
id: '52183'
last_name: Kaußen
- first_name: Boris
full_name: Stemmer, Boris
id: '64889'
last_name: Stemmer
citation:
ama: 'Bernstein F, Kaußen L, Stemmer B. Online-Partizipation und Landschaft. In:
Kühne O, Weber F, Berr K, Jenal C, eds. Handbuch Landschaft. RaumFragen:
Stadt – Region – Landschaft. Springer Fachmedien Wiesbaden; 2019:547-558. doi:https://doi.org/10.1007/978-3-658-25746-0_43'
apa: Bernstein, F., Kaußen, L., & Stemmer, B. (2019). Online-Partizipation und
Landschaft. In O. Kühne, F. Weber, K. Berr, & C. Jenal (Eds.), Handbuch
Landschaft (pp. 547–558). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-25746-0_43
bjps: 'Bernstein F, Kaußen L and Stemmer B (2019) Online-Partizipation und
Landschaft. In Kühne O et al. (eds), Handbuch Landschaft. Wiesbaden: Springer
Fachmedien Wiesbaden, pp. 547–558.'
chicago: 'Bernstein, Franziska, Lucas Kaußen, and Boris Stemmer. “Online-Partizipation
und Landschaft.” In Handbuch Landschaft, edited by Olaf Kühne, Florian
Weber, Karsten Berr, and Corinna Jenal, 547–58. RaumFragen: Stadt – Region – Landschaft.
Wiesbaden: Springer Fachmedien Wiesbaden, 2019. https://doi.org/10.1007/978-3-658-25746-0_43.'
chicago-de: 'Bernstein, Franziska, Lucas Kaußen und Boris Stemmer. 2019. Online-Partizipation
und Landschaft. In: Handbuch Landschaft, hg. von Olaf Kühne, Florian Weber,
Karsten Berr, und Corinna Jenal, 547–558. RaumFragen: Stadt – Region – Landschaft.
Wiesbaden: Springer Fachmedien Wiesbaden. doi:https://doi.org/10.1007/978-3-658-25746-0_43,
.'
din1505-2-1: 'Bernstein, Franziska
; Kaußen, Lucas ; Stemmer,
Boris: Online-Partizipation und Landschaft. In: Kühne,
O. ; Weber, F. ; Berr,
K. ; Jenal, C. (Hrsg.): Handbuch
Landschaft, RaumFragen: Stadt – Region – Landschaft. Wiesbaden : Springer
Fachmedien Wiesbaden, 2019, S. 547–558'
havard: 'F. Bernstein, L. Kaußen, B. Stemmer, Online-Partizipation und Landschaft,
in: O. Kühne, F. Weber, K. Berr, C. Jenal (Eds.), Handbuch Landschaft, Springer
Fachmedien Wiesbaden, Wiesbaden, 2019: pp. 547–558.'
ieee: 'F. Bernstein, L. Kaußen, and B. Stemmer, “Online-Partizipation und Landschaft,”
in Handbuch Landschaft, O. Kühne, F. Weber, K. Berr, and C. Jenal, Eds.
Wiesbaden: Springer Fachmedien Wiesbaden, 2019, pp. 547–558. doi: https://doi.org/10.1007/978-3-658-25746-0_43.'
mla: Bernstein, Franziska, et al. “Online-Partizipation und Landschaft.” Handbuch
Landschaft, edited by Olaf Kühne et al., Springer Fachmedien Wiesbaden, 2019,
pp. 547–58, https://doi.org/10.1007/978-3-658-25746-0_43.
short: 'F. Bernstein, L. Kaußen, B. Stemmer, in: O. Kühne, F. Weber, K. Berr, C.
Jenal (Eds.), Handbuch Landschaft, Springer Fachmedien Wiesbaden, Wiesbaden, 2019,
pp. 547–558.'
ufg: 'Bernstein, Franziska/Kaußen, Lucas/Stemmer, Boris: Online-Partizipation
und Landschaft, in: Kühne, Olaf u. a. (Hgg.): Handbuch Landschaft, Wiesbaden
2019 (RaumFragen: Stadt – Region – Landschaft), S. 547–558.'
van: 'Bernstein F, Kaußen L, Stemmer B. Online-Partizipation und Landschaft. In:
Kühne O, Weber F, Berr K, Jenal C, editors. Handbuch Landschaft. Wiesbaden: Springer
Fachmedien Wiesbaden; 2019. p. 547–58. (RaumFragen: Stadt – Region – Landschaft).'
date_created: 2023-04-24T09:10:13Z
date_updated: 2024-12-04T14:43:58Z
department:
- _id: DEP9013
- _id: DEP1310
doi: https://doi.org/10.1007/978-3-658-25746-0_43
editor:
- first_name: Olaf
full_name: Kühne, Olaf
last_name: Kühne
- first_name: Florian
full_name: Weber, Florian
last_name: Weber
- first_name: Karsten
full_name: Berr, Karsten
last_name: Berr
- first_name: Corinna
full_name: Jenal, Corinna
last_name: Jenal
keyword:
- Landschaft
- Kommunikation
- Online-Partizipation
- Web 2.0
- Landschaftsplanung
language:
- iso: ger
page: 547–558
place: Wiesbaden
popular_science: '1'
publication: Handbuch Landschaft
publication_identifier:
eisbn:
- '978-3-658-25746-0 '
isbn:
- 978-3-658-25745-3
publication_status: published
publisher: Springer Fachmedien Wiesbaden
series_title: 'RaumFragen: Stadt – Region – Landschaft'
status: public
title: Online-Partizipation und Landschaft
type: book_chapter
user_id: '83781'
year: '2019'
...
---
_id: '9782'
abstract:
- lang: ger
text: 'In einer empirischen Studie sollte der Zusammenhang zwischen der Ortsidentität
bzw. heimatlichen Bindung und des wahrgenommenen Erholungswerts untersucht werden.
Hierfür wurden Ansätze des Ortsbindungsmodells von Scannell und Gifford (Journal
of Environmental Psychology, 30(1), 1–10, 2010a) sowie für der Erholungswert die
Attention Restoration Theory von Kaplan und Kaplan (The experience of nature.
A psychological perspective. Cambridge: Cambridge University Press) operationalisiert.
Mit einem auf Fotos und Visualisierungen aus dem Forschungsvorhaben „Szenarien
für den Ausbau der Erneuerbaren Energien aus Naturschutzsicht“, das durch das
BfN aus Mitteln des BMUB gefördert wird, aufgebauten Onlinefragebogen wurden 452
Personen erreicht. Es zeigte sich ein starker Zusammenhang zwischen heimatlicher
Bindung und Erholungswert über alle dargestellten Landschaften. Der durchgehend
negative Effekt von Windenergieanlagen auf Erholungswert und der Bindung an die
Heimat fiel je nach Landschaft jedoch sehr unterschiedlich aus. Insbesondere Hinweise
auf einen Zusammenhang zwischen tatsächlichem Wohnort und der Wahrnehmung der
Veränderungen werfen weitere Fragen auf.'
author:
- first_name: Holger
full_name: Böse, Holger
last_name: Böse
- first_name: Boris
full_name: Stemmer, Boris
id: '64889'
last_name: Stemmer
- first_name: Nicola
full_name: Moczek, Nicola
last_name: Moczek
- first_name: Mathias
full_name: Hofmann, Mathias
last_name: Hofmann
citation:
ama: 'Böse H, Stemmer B, Moczek N, Hofmann M. Die Bedeutung der Ortsidentität für
die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: Hülz M, Kühne
O, Weber F, eds. Heimat : ein vielfältiges Konstrukt. RaumFragen: Stadt
- Region - Landschaft. Springer VS; 2019:179-202. doi:doi.org/10.1007/978-3-658-24161-2_10'
apa: 'Böse, H., Stemmer, B., Moczek, N., & Hofmann, M. (2019). Die Bedeutung
der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen.
In M. Hülz, O. Kühne, & F. Weber (Eds.), Heimat : ein vielfältiges Konstrukt
(pp. 179–202). Springer VS. https://doi.org/doi.org/10.1007/978-3-658-24161-2_10'
bjps: 'Böse H et al. (2019) Die Bedeutung der Ortsidentität für die
Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In Hülz M, Kühne O
and Weber F (eds), Heimat : ein vielfältiges Konstrukt. Wiesbaden: Springer
VS, pp. 179–202.'
chicago: 'Böse, Holger, Boris Stemmer, Nicola Moczek, and Mathias Hofmann. “Die
Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen.”
In Heimat : ein vielfältiges Konstrukt, edited by Martina Hülz, Olaf Kühne,
and Florian Weber, 179–202. RaumFragen: Stadt - Region - Landschaft. Wiesbaden:
Springer VS, 2019. https://doi.org/doi.org/10.1007/978-3-658-24161-2_10.'
chicago-de: 'Böse, Holger, Boris Stemmer, Nicola Moczek und Mathias Hofmann. 2019.
Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von
Windenergieanlagen. In: Heimat : ein vielfältiges Konstrukt, hg. von Martina
Hülz, Olaf Kühne, und Florian Weber, 179–202. RaumFragen: Stadt - Region - Landschaft.
Wiesbaden: Springer VS. doi:doi.org/10.1007/978-3-658-24161-2_10,
.'
din1505-2-1: 'Böse, Holger ; Stemmer, Boris ; Moczek,
Nicola ; Hofmann, Mathias:
Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von
Windenergieanlagen. In: Hülz, M.
; Kühne, O. ; Weber,
F. (Hrsg.): Heimat : ein vielfältiges Konstrukt, RaumFragen:
Stadt - Region - Landschaft. Wiesbaden : Springer VS, 2019, S. 179–202'
havard: 'H. Böse, B. Stemmer, N. Moczek, M. Hofmann, Die Bedeutung der Ortsidentität
für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen, in: M. Hülz,
O. Kühne, F. Weber (Eds.), Heimat : ein vielfältiges Konstrukt, Springer VS, Wiesbaden,
2019: pp. 179–202.'
ieee: 'H. Böse, B. Stemmer, N. Moczek, and M. Hofmann, “Die Bedeutung der Ortsidentität
für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen,” in Heimat :
ein vielfältiges Konstrukt, M. Hülz, O. Kühne, and F. Weber, Eds. Wiesbaden:
Springer VS, 2019, pp. 179–202. doi: doi.org/10.1007/978-3-658-24161-2_10.'
mla: 'Böse, Holger, et al. “Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung
am Beispiel von Windenergieanlagen.” Heimat : ein vielfältiges Konstrukt,
edited by Martina Hülz et al., Springer VS, 2019, pp. 179–202, https://doi.org/doi.org/10.1007/978-3-658-24161-2_10.'
short: 'H. Böse, B. Stemmer, N. Moczek, M. Hofmann, in: M. Hülz, O. Kühne, F. Weber
(Eds.), Heimat : ein vielfältiges Konstrukt, Springer VS, Wiesbaden, 2019, pp.
179–202.'
ufg: 'Böse, Holger u. a.: Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung
am Beispiel von Windenergieanlagen, in: Hülz, Martina/Kühne, Olaf/Weber, Florian
(Hgg.): Heimat : ein vielfältiges Konstrukt, Wiesbaden 2019 (RaumFragen: Stadt
- Region - Landschaft), S. 179–202.'
van: 'Böse H, Stemmer B, Moczek N, Hofmann M. Die Bedeutung der Ortsidentität für
die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: Hülz M, Kühne
O, Weber F, editors. Heimat : ein vielfältiges Konstrukt. Wiesbaden: Springer
VS; 2019. p. 179–202. (RaumFragen: Stadt - Region - Landschaft).'
date_created: 2023-04-24T09:10:39Z
date_updated: 2024-04-18T09:18:15Z
department:
- _id: DEP9013
- _id: DEP1310
doi: doi.org/10.1007/978-3-658-24161-2_10
editor:
- first_name: Martina
full_name: Hülz, Martina
last_name: Hülz
- first_name: Olaf
full_name: Kühne, Olaf
last_name: Kühne
- first_name: Florian
full_name: Weber, Florian
last_name: Weber
keyword:
- Landschaftswahrnehmung
- Windenergie
- Energiewende
- Empirische Sozialforschung
- Online-Befragung
- Landschaftsplanung
language:
- iso: ger
page: 179-202
place: Wiesbaden
publication: 'Heimat : ein vielfältiges Konstrukt'
publication_identifier:
eisbn:
- 978-3-658-24161-2
isbn:
- 978-3-658-24160-5
publication_status: published
publisher: Springer VS
series_title: 'RaumFragen: Stadt - Region - Landschaft'
status: public
title: Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel
von Windenergieanlagen
type: book_chapter
user_id: '64889'
year: '2019'
...
---
_id: '4327'
abstract:
- lang: eng
text: In ever changing world, the industrial systems become more and more complex.
Machine feedback in the form of alarms and notifications, due to its growing volume,
becomes overwhelming for the operator. In addition, expectations in relation to
system availability are growing as well. Therefore, there exists strong need for
new solutions guaranteeing fast troubleshooting of problems that arise during
system operation. The approach proposed in this study uses advantages of the Asset
Administration Shell, machine learning, and human-machine interaction in order
to create the assistance system which holistically addresses the issue of troubleshooting
complex industrial systems.
author:
- first_name: Dorota
full_name: Lang, Dorota
id: '68941'
last_name: Lang
- first_name: Paul
full_name: Wunderlich, Paul
id: '52317'
last_name: Wunderlich
- first_name: Mario
full_name: Heinz, Mario
id: '68913'
last_name: Heinz
- first_name: Lukasz
full_name: Wisniewski, Lukasz
id: '1710'
last_name: Wisniewski
- first_name: Jürgen
full_name: Jasperneite, Jürgen
id: '1899'
last_name: Jasperneite
- first_name: Oliver
full_name: Niggemann, Oliver
id: '10876'
last_name: Niggemann
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Lang D, Wunderlich P, Heinz M, et al. Assistance System to Support Troubleshooting
of Complex Industrial Systems. In: 14th IEEE International Workshop on Factory
Communication Systems (WFCS). Piscataway, NJ: IEEE; 2018. doi:10.1109/WFCS.2018.8402380'
apa: 'Lang, D., Wunderlich, P., Heinz, M., Wisniewski, L., Jasperneite, J., Niggemann,
O., & Röcker, C. (2018). Assistance System to Support Troubleshooting of Complex
Industrial Systems. In 14th IEEE International Workshop on Factory Communication
Systems (WFCS). Piscataway, NJ: IEEE. https://doi.org/10.1109/WFCS.2018.8402380'
bjps: 'Lang D et al. (2018) Assistance System to Support Troubleshooting
of Complex Industrial Systems. 14th IEEE International Workshop on Factory
Communication Systems (WFCS). Piscataway, NJ: IEEE.'
chicago: 'Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen
Jasperneite, Oliver Niggemann, and Carsten Röcker. “Assistance System to Support
Troubleshooting of Complex Industrial Systems.” In 14th IEEE International
Workshop on Factory Communication Systems (WFCS). Piscataway, NJ: IEEE, 2018.
https://doi.org/10.1109/WFCS.2018.8402380.'
chicago-de: 'Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen
Jasperneite, Oliver Niggemann und Carsten Röcker. 2018. Assistance System to Support
Troubleshooting of Complex Industrial Systems. In: 14th IEEE International
Workshop on Factory Communication Systems (WFCS). Piscataway, NJ: IEEE. doi:10.1109/WFCS.2018.8402380,
.'
din1505-2-1: 'Lang, Dorota ; Wunderlich, Paul ; Heinz,
Mario ; Wisniewski, Lukasz
; Jasperneite, Jürgen ; Niggemann,
Oliver ; Röcker, Carsten:
Assistance System to Support Troubleshooting of Complex Industrial Systems. In:
14th IEEE International Workshop on Factory Communication Systems (WFCS).
Piscataway, NJ : IEEE, 2018'
havard: 'D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann,
C. Röcker, Assistance System to Support Troubleshooting of Complex Industrial
Systems, in: 14th IEEE International Workshop on Factory Communication Systems
(WFCS), IEEE, Piscataway, NJ, 2018.'
ieee: D. Lang et al., “Assistance System to Support Troubleshooting of Complex
Industrial Systems,” in 14th IEEE International Workshop on Factory Communication
Systems (WFCS), Imperia, Italy , 2018.
mla: Lang, Dorota, et al. “Assistance System to Support Troubleshooting of Complex
Industrial Systems.” 14th IEEE International Workshop on Factory Communication
Systems (WFCS), IEEE, 2018, doi:10.1109/WFCS.2018.8402380.
short: 'D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann,
C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems
(WFCS), IEEE, Piscataway, NJ, 2018.'
ufg: 'Lang, Dorota et. al. (2018): Assistance System to Support Troubleshooting
of Complex Industrial Systems, in: 14th IEEE International Workshop on Factory
Communication Systems (WFCS), Piscataway, NJ.'
van: 'Lang D, Wunderlich P, Heinz M, Wisniewski L, Jasperneite J, Niggemann O, et
al. Assistance System to Support Troubleshooting of Complex Industrial Systems.
In: 14th IEEE International Workshop on Factory Communication Systems (WFCS).
Piscataway, NJ: IEEE; 2018.'
conference:
end_date: 2018-06-15
location: 'Imperia, Italy '
name: 14th IEEE International Workshop on Factory Communication Systems (WFCS)
start_date: 2018-06-13
date_created: 2021-01-08T08:26:30Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
- _id: DEP5019
doi: 10.1109/WFCS.2018.8402380
keyword:
- Maintenance engineering
- Adaptation models
- Machine learning
- Data models
- Standards
- Software
- Bayes methods
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Piscataway, NJ
publication: 14th IEEE International Workshop on Factory Communication Systems (WFCS)
publication_identifier:
eisbn:
- 978-1-5386-1066-4
publication_status: published
publisher: IEEE
status: public
title: Assistance System to Support Troubleshooting of Complex Industrial Systems
type: conference
user_id: '45673'
year: 2018
...
---
_id: '9650'
abstract:
- lang: eng
text: "In Germany, there is much academic discourse on and scientific inquiry into
pedagogical issues of science teaching and learning at the school level. Concepts
like ‘Bildung’ (inquiry-based self-formation) or ‘Didaktik’ (instruction-based
reflections on teaching) are almost directly associated with institutions or actors
rooted in pedagogical departments. Unfortunately, those departments rarely focus
on issues of science teaching and learning at the University level – and if they
do so, they most often try to apply conceptions and models borrowed from upper
or post-secondary education. The few research-based institutions that address
specific issues of higher education are commonly fitted out so that they are nowhere
near the impacts of research institutions covering teaching methodology in primary
or secondary education, for example. Yet from an international perspective, the
university as an institution does hold a great potential to improve educational
practice in a systematic, cross-disciplinary and research-based way. Around the
globe, more and more institutions rely on the notion of scholarship in this context:
‘The improvement of learning and teaching is dependent upon the development of
scholarship and research in teaching’ (Prosser & Trigwell, 1999, p. 8). If incorporated
at the heart of tertiary education, scholarship could contribute to develop new
faculty in the German higher-educational sector.\r\n"
author:
- first_name: Tobias
full_name: Schmohl, Tobias
id: '71782'
last_name: Schmohl
orcid: https://orcid.org/0000-0002-7043-5582
citation:
ama: Schmohl T. Towards a New Scholarship of German Science Education. 7th
ed. (PIXEL, ed.). libreriauniversitaria.it edizioni; 2018.
apa: Schmohl, T. (2018). Towards a New Scholarship of German Science Education.
In PIXEL (Ed.), International Conference New Perspectives in Science Education
(7th ed.). libreriauniversitaria.it edizioni.
bjps: 'Schmohl T (2018) Towards a New Scholarship of German Science Education,
7th ed., PIXEL (ed.). Padova: libreriauniversitaria.it edizioni.'
chicago: 'Schmohl, Tobias. Towards a New Scholarship of German Science Education.
Edited by PIXEL. International Conference New Perspectives in Science Education
. 7th ed. Padova: libreriauniversitaria.it edizioni, 2018.'
chicago-de: 'Schmohl, Tobias. 2018. Towards a New Scholarship of German Science
Education. Hg. von PIXEL. International Conference New Perspectives in
Science Education . 7. Aufl. Padova: libreriauniversitaria.it edizioni.'
din1505-2-1: 'Schmohl, Tobias ; PIXEL (Hrsg.): Towards a New Scholarship
of German Science Education. 7. Aufl. Padova : libreriauniversitaria.it edizioni,
2018'
havard: T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed.,
libreriauniversitaria.it edizioni, Padova, 2018.
ieee: 'T. Schmohl, Towards a New Scholarship of German Science Education,
7th ed. Padova: libreriauniversitaria.it edizioni, 2018.'
mla: Schmohl, Tobias. “Towards a New Scholarship of German Science Education.”
International Conference New Perspectives in Science Education , edited by
PIXEL, 7th ed., libreriauniversitaria.it edizioni, 2018.
short: T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed.,
libreriauniversitaria.it edizioni, Padova, 2018.
ufg: 'Schmohl, Tobias: Towards a New Scholarship of German Science Education,
hg. von PIXEL, Padova 72018.'
van: 'Schmohl T. Towards a New Scholarship of German Science Education. 7th ed.
PIXEL, editor. International Conference New Perspectives in Science Education
. Padova: libreriauniversitaria.it edizioni; 2018.'
conference:
end_date: 2018-03-23
location: Florence, Italy
name: 'New Perspectives in Science Education - 7th Edition '
start_date: 2018-03-22
corporate_editor:
- PIXEL
date_created: 2023-03-23T09:16:24Z
date_updated: 2023-04-05T09:17:06Z
department:
- _id: DEP2000
edition: '7'
keyword:
- Scholarship of Teaching and Learning
- Scholarship of Academic Development
- Higher Education
- community building
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Padova
publication: ' International Conference New Perspectives in Science Education '
publication_identifier:
eisbn:
- 978-88-6292-976-9
publication_status: published
publisher: libreriauniversitaria.it edizioni
related_material:
link:
- relation: other
url: https://conference.pixel-online.net/library_scheda.php?id_abs=2911
- relation: other
url: https://conference.pixel-online.net/files/npse/ed0007/FP/3516-SSE2911-FP-NPSE7.pdf
status: public
title: Towards a New Scholarship of German Science Education
type: conference_editor_article
user_id: '45673'
year: '2018'
...
---
_id: '7592'
author:
- first_name: Tobias
full_name: Schmohl, Tobias
id: '71782'
last_name: Schmohl
orcid: https://orcid.org/0000-0002-7043-5582
citation:
ama: 'Schmohl T. The Research—Education Nexus: Basic Premises and Practical Application
of the “Scholarship” Movement. Vol 7. Bologna: Libreriauniversitaria.it; 2017:317-321.'
apa: 'Schmohl, T. (2017). The research—education nexus: Basic premises and practical
application of the “Scholarship” movement. The Future of Education
(Vol. 7, pp. 317–321). Bologna: Libreriauniversitaria.it.'
bjps: 'Schmohl T (2017) The Research—Education Nexus: Basic Premises and
Practical Application of the ‘Scholarship’ Movement. Bologna: Libreriauniversitaria.it.'
chicago: 'Schmohl, Tobias. The Research—Education Nexus: Basic Premises and Practical
Application of the “Scholarship” Movement. The Future of Education.
Vol. 7. Bologna: Libreriauniversitaria.it, 2017.'
chicago-de: 'Schmohl, Tobias. 2017. The research—education nexus: Basic premises
and practical application of the „Scholarship“ movement. The Future of
Education. Bd. 7. Bologna: Libreriauniversitaria.it.'
din1505-2-1: 'Schmohl, Tobias: The
research—education nexus: Basic premises and practical application of the „Scholarship“
movement. Bd. 7. Bologna : Libreriauniversitaria.it, 2017'
havard: 'T. Schmohl, The research—education nexus: Basic premises and practical
application of the “Scholarship” movement, Libreriauniversitaria.it, Bologna,
2017.'
ieee: 'T. Schmohl, The research—education nexus: Basic premises and practical
application of the “Scholarship” movement, vol. 7. Bologna: Libreriauniversitaria.it,
2017, pp. 317–321.'
mla: 'Schmohl, Tobias. “The Research—Education Nexus: Basic Premises and Practical
Application of the ‘Scholarship’ Movement.” The Future of Education, vol.
7, Libreriauniversitaria.it, 2017, pp. 317–21.'
short: 'T. Schmohl, The Research—Education Nexus: Basic Premises and Practical Application
of the “Scholarship” Movement, Libreriauniversitaria.it, Bologna, 2017.'
ufg: 'Schmohl, Tobias (2017): The research—education nexus: Basic premises
and practical application of the „Scholarship“ movement (= 7), Bologna.'
van: 'Schmohl T. The research—education nexus: Basic premises and practical application
of the “Scholarship” movement. Vol. 7, The Future of Education. Bologna: Libreriauniversitaria.it;
2017.'
conference:
end_date: 2017-06-09
location: Florenz
name: The Future of Education
start_date: 2017-06-08
date_created: 2022-04-14T11:05:45Z
date_updated: 2023-03-15T13:50:10Z
department:
- _id: DEP2000
- _id: DEP1200
intvolume: ' 7'
keyword:
- Scholarship of Academic Development
- Scholarship of Teaching and Learning
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://conference.pixel-online.net/FOE/files/foe/ed0007/FP/3516-ICL2488-FP-FOE7.pdf
oa: '1'
page: 317-321
place: Bologna
publication: The Future of Education
publication_identifier:
isbn:
- ' 978-8862928687'
publication_status: published
publisher: Libreriauniversitaria.it
quality_controlled: '1'
status: public
title: 'The research—education nexus: Basic premises and practical application of
the "Scholarship" movement'
type: conference_editor_article
user_id: '79260'
volume: 7
year: 2017
...
---
_id: '4254'
abstract:
- lang: eng
text: The current trend of integrating machines and factories into cyber-physical
systems (CPS) creates an enormous complexity for operators of such systems. Especially
the search for the root cause of cascading failures becomes highly time-consuming.
Within this paper, we address the question on how to help human users to better
and faster understand root causes of such situations. We propose a concept of
interactive alarm flood reduction and present the implementation of a first vertical
prototype for such a system. We consider this prototype as a first artifact to
be discussed by the research community and aim towards an incremental further
development of the system in order to support humans in complex error situations.
author:
- first_name: Sebastian
full_name: Büttner, Sebastian
id: '61868'
last_name: Büttner
- first_name: Paul
full_name: Wunderlich, Paul
id: '52317'
last_name: Wunderlich
- first_name: Mario
full_name: Heinz, Mario
id: '68913'
last_name: Heinz
- first_name: Oliver
full_name: Niggemann, Oliver
id: '10876'
last_name: Niggemann
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger A, ed. Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings. Vol 10410. Lecture Notes
in Computer Science . Cham: Springer; 2017:69-82.'
apa: 'Büttner, S., Wunderlich, P., Heinz, M., Niggemann, O., & Röcker, C. (2017).
Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive
Alarm Flood Reduction. In A. Holzinger (Ed.), Machine Learning and Knowledge
Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference,
CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings (Vol.
10410, pp. 69–82). Cham: Springer.'
bjps: 'Büttner S et al. (2017) Managing Complexity: Towards Intelligent
Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In Holzinger
A (ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4,
8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy,
August 29 – September 1, 2017, Proceedings, vol. 10410. Cham: Springer, pp.
69–82.'
chicago: 'Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann, and
Carsten Röcker. “Managing Complexity: Towards Intelligent Error-Handling Assistance
Trough Interactive Alarm Flood Reduction.” In Machine Learning and Knowledge
Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference,
CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, edited
by Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham: Springer,
2017.'
chicago-de: 'Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann
und Carsten Röcker. 2017. Managing Complexity: Towards Intelligent Error-Handling
Assistance Trough Interactive Alarm Flood Reduction. In: Machine Learning
and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain
Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings,
hg. von Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham:
Springer.'
din1505-2-1: 'Büttner, Sebastian ;
Wunderlich, Paul ; Heinz,
Mario ; Niggemann, Oliver
; Röcker, Carsten: Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger, A. (Hrsg.): Machine
Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International
Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1,
2017, Proceedings, Lecture Notes in Computer Science . Bd. 10410. Cham :
Springer, 2017, S. 69–82'
havard: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, Managing
Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm
Flood Reduction, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction :
First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE
2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham,
2017: pp. 69–82.'
ieee: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, and C. Röcker, “Managing
Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm
Flood Reduction,” in Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings, Reggio, Italy, 2017, vol.
10410, pp. 69–82.'
mla: 'Büttner, Sebastian, et al. “Managing Complexity: Towards Intelligent Error-Handling
Assistance Trough Interactive Alarm Flood Reduction.” Machine Learning and
Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain
Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings,
edited by Andreas Holzinger, vol. 10410, Springer, 2017, pp. 69–82.'
short: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, in: A. Holzinger
(Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9,
12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August
29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 69–82.'
ufg: 'Büttner, Sebastian et. al. (2017): Managing Complexity: Towards Intelligent
Error-Handling Assistance Trough Interactive Alarm Flood Reduction, in: Andreas
Holzinger (Hg.): Machine Learning and Knowledge Extraction : First IFIP TC
5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings (=Lecture Notes in Computer
Science 10410), Cham, S. 69–82.'
van: 'Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger A, editor. Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 84, 89, 129 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings. Cham: Springer; 2017. p. 69–82.
(Lecture Notes in Computer Science ; vol. 10410).'
conference:
end_date: 2017-09-01
location: Reggio, Italy
name: International Cross-Domain Conference, CD-MAKE 2017
start_date: 2017-08-29
date_created: 2020-12-10T13:40:04Z
date_updated: 2023-03-15T13:49:51Z
department:
- _id: DEP5023
editor:
- first_name: Andreas
full_name: Holzinger, Andreas
last_name: Holzinger
intvolume: ' 10410'
keyword:
- Alarm flood reduction
- Machine learning
- Assistive system
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 69-82
place: Cham
publication: ' Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4,
8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August
29 – September 1, 2017, Proceedings'
publication_identifier:
eisbn:
- '9783319668086 '
isbn:
- 978-3-319-66807-9
publication_status: published
publisher: Springer
series_title: 'Lecture Notes in Computer Science '
status: public
title: 'Managing Complexity: Towards Intelligent Error-Handling Assistance Trough
Interactive Alarm Flood Reduction'
type: conference
user_id: '15514'
volume: 10410
year: 2017
...
---
_id: '811'
author:
- first_name: Freda
full_name: Böhl, Freda
id: '60139'
last_name: Böhl
citation:
ama: 'Böhl F. eLearning in der Hochschullehre: Entwicklung eines Leitfadens für
den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe; 2017.'
apa: 'Böhl, F. (2017). eLearning in der Hochschullehre: Entwicklung eines Leitfadens
für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe.'
bjps: 'Böhl F (2017) eLearning in der Hochschullehre: Entwicklung eines
Leitfadens für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe.'
chicago: 'Böhl, Freda. eLearning in der Hochschullehre: Entwicklung eines Leitfadens
für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe,
2017.'
chicago-de: 'Böhl, Freda. 2017. eLearning in der Hochschullehre: Entwicklung
eines Leitfadens für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe.'
din1505-2-1: 'Böhl, Freda: eLearning
in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion.
Lemgo : Hochschule Ostwestfalen-Lippe, 2017'
havard: 'F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens
für den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017.'
ieee: 'F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens
für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe,
2017.'
mla: 'Böhl, Freda. eLearning in der Hochschullehre: Entwicklung eines Leitfadens
für den Studiengang Medienproduktion. Hochschule Ostwestfalen-Lippe, 2017.'
short: 'F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens für
den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017.'
ufg: 'Böhl, Freda (2017): eLearning in der Hochschullehre: Entwicklung eines
Leitfadens für den Studiengang Medienproduktion, Lemgo.'
van: 'Böhl F. eLearning in der Hochschullehre: Entwicklung eines Leitfadens für
den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe; 2017.
60 p.'
date_created: 2019-04-05T13:36:50Z
date_updated: 2023-03-15T13:50:13Z
ddc:
- '370'
department:
- _id: DEP2001
file:
- access_level: closed
content_type: application/pdf
creator: 6bl-f5s
date_created: 2019-04-05T13:36:10Z
date_updated: 2019-04-05T13:36:10Z
file_id: '812'
file_name: BA_eLearning in der Hochschullehre.pdf
file_size: 1626480
relation: main_file
file_date_updated: 2019-04-05T13:36:10Z
has_accepted_license: '1'
keyword:
- E-Learning
- eLearning
language:
- iso: ger
page: '60'
place: Lemgo
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
status: public
supervisor:
- first_name: Heizo
full_name: Schulze, Heizo
id: '29126'
last_name: Schulze
- first_name: Aristotelis
full_name: Had-jakos, Aristotelis
last_name: Had-jakos
title: 'eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang
Medienproduktion'
type: bachelor_thesis
user_id: '45673'
year: 2017
...
---
_id: '4298'
abstract:
- lang: eng
text: In this paper, we present the current state-of-the-art of decision making
(DM) and machine learning (ML) and bridge the two research domains to create an
integrated approach of complex problem solving based on human and computational
agents. We present a novel classification of ML, emphasizing the human-in-the-loop
in interactive ML (iML) and more specific on collaborative interactive ML (ciML),
which we understand as a deep integrated version of iML, where humans and algorithms
work hand in hand to solve complex problems. Both humans and computers have specific
strengths and weaknesses and integrating humans into machine learning processes
might be a very efficient way for tackling problems. This approach bears immense
research potential for various domains, e.g., in health informatics or in industrial
applications. We outline open questions and name future challenges that have to
be addressed by the research community to enable the use of collaborative interactive
machine learning for problem solving in a large scale.
author:
- first_name: Sebastian
full_name: Robert, Sebastian
last_name: Robert
- first_name: Sebastian
full_name: Büttner, Sebastian
id: '61868'
last_name: Büttner
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
- first_name: Andreas
full_name: Holzinger, Andreas
last_name: Holzinger
citation:
ama: 'Robert S, Büttner S, Röcker C, Holzinger A. Reasoning Under Uncertainty: Towards
Collaborative Interactive Machine Learning. In: Holzinger A, ed. Machine Learning
for Health Informatics : State-of-the-Art and Future Challenges . Vol 9605.
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence
. Cham, CH: Springer; 2016:357-376. doi:10.1007/978-3-319-50478-0_18'
apa: 'Robert, S., Büttner, S., Röcker, C., & Holzinger, A. (2016). Reasoning
Under Uncertainty: Towards Collaborative Interactive Machine Learning. In A. Holzinger
(Ed.), Machine Learning for Health Informatics : State-of-the-Art and Future
Challenges (Vol. 9605, pp. 357–376). Cham, CH: Springer. https://doi.org/10.1007/978-3-319-50478-0_18'
bjps: 'Robert S et al. (2016) Reasoning Under Uncertainty: Towards
Collaborative Interactive Machine Learning. In Holzinger A (ed.), Machine Learning
for Health Informatics : State-of-the-Art and Future Challenges , vol. 9605.
Cham, CH: Springer, pp. 357–376.'
chicago: 'Robert, Sebastian, Sebastian Büttner, Carsten Röcker, and Andreas Holzinger.
“Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.”
In Machine Learning for Health Informatics : State-of-the-Art and Future Challenges
, edited by Andreas Holzinger, 9605:357–76. Lecture Notes in Computer Science
/ Lecture Notes in Artificial Intelligence . Cham, CH: Springer, 2016. https://doi.org/10.1007/978-3-319-50478-0_18.'
chicago-de: 'Robert, Sebastian, Sebastian Büttner, Carsten Röcker und Andreas Holzinger.
2016. Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.
In: Machine Learning for Health Informatics : State-of-the-Art and Future Challenges
, hg. von Andreas Holzinger, 9605:357–376. Lecture Notes in Computer Science
/ Lecture Notes in Artificial Intelligence . Cham, CH: Springer. doi:10.1007/978-3-319-50478-0_18,
.'
din1505-2-1: 'Robert, Sebastian ;
Büttner, Sebastian ; Röcker,
Carsten ; Holzinger, Andreas:
Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.
In: Holzinger, A. (Hrsg.): Machine
Learning for Health Informatics : State-of-the-Art and Future Challenges ,
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence
. Bd. 9605. Cham, CH : Springer, 2016, S. 357–376'
havard: 'S. Robert, S. Büttner, C. Röcker, A. Holzinger, Reasoning Under Uncertainty:
Towards Collaborative Interactive Machine Learning, in: A. Holzinger (Ed.), Machine
Learning for Health Informatics : State-of-the-Art and Future Challenges , Springer,
Cham, CH, 2016: pp. 357–376.'
ieee: 'S. Robert, S. Büttner, C. Röcker, and A. Holzinger, “Reasoning Under Uncertainty:
Towards Collaborative Interactive Machine Learning,” in Machine Learning for
Health Informatics : State-of-the-Art and Future Challenges , vol. 9605, A.
Holzinger, Ed. Cham, CH: Springer, 2016, pp. 357–376.'
mla: 'Robert, Sebastian, et al. “Reasoning Under Uncertainty: Towards Collaborative
Interactive Machine Learning.” Machine Learning for Health Informatics : State-of-the-Art
and Future Challenges , edited by Andreas Holzinger, vol. 9605, Springer,
2016, pp. 357–76, doi:10.1007/978-3-319-50478-0_18.'
short: 'S. Robert, S. Büttner, C. Röcker, A. Holzinger, in: A. Holzinger (Ed.),
Machine Learning for Health Informatics : State-of-the-Art and Future Challenges
, Springer, Cham, CH, 2016, pp. 357–376.'
ufg: 'Robert, Sebastian et. al. (2016): Reasoning Under Uncertainty: Towards
Collaborative Interactive Machine Learning, in: Andreas Holzinger (Hg.): Machine
Learning for Health Informatics : State-of-the-Art and Future Challenges
(=Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence 9605),
Cham, CH, S. 357–376.'
van: 'Robert S, Büttner S, Röcker C, Holzinger A. Reasoning Under Uncertainty: Towards
Collaborative Interactive Machine Learning. In: Holzinger A, editor. Machine Learning
for Health Informatics : State-of-the-Art and Future Challenges . Cham, CH: Springer;
2016. p. 357–76. (Lecture Notes in Computer Science / Lecture Notes in Artificial
Intelligence ; vol. 9605).'
date_created: 2020-12-22T14:11:00Z
date_updated: 2023-03-15T13:49:51Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-50478-0_18
editor:
- first_name: Andreas
full_name: Holzinger, Andreas
last_name: Holzinger
intvolume: ' 9605'
keyword:
- Decision making
- Reasoning
- Interactive machine learning
- Collaborative interactive machine learning
language:
- iso: eng
page: 357-376
place: Cham, CH
publication: 'Machine Learning for Health Informatics : State-of-the-Art and Future
Challenges '
publication_identifier:
eisbn:
- '978-3-319-50478-0 '
isbn:
- '978-3-319-50477-3 '
publication_status: published
publisher: Springer
series_title: 'Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence '
status: public
title: 'Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning'
type: book_chapter
user_id: '15514'
volume: 9605
year: 2016
...
---
_id: '946'
abstract:
- lang: ger
text: 'Die Studierenden des Bachelorstudiengangs Medienproduktion an der Hochschule
Ostwestfalen-Lippe haben sich im Wintersemester 2015/16 gezielt mit der mobilen
Berichterstattung im Hörfunk, dem Bereich WebDoku oder auch dem Phänomen des Printmagazins
Landlust beschäftigt. Dabei haben Sie im Semesterverlauf neben Fachvorträgen und
selbst entwickelten Workshops erste eigene wissenschaftliche Artikel verfasst,
von denen eine Auswahl Eingang in diesen Seminarband gefunden hat. Sie spiegeln
sowohl unterschiedliche Erfahrungen der Studierenden als auch unterschiedliche
Herangehensweisen an die bearbeiteten Themen wider. Gleichzeitig sind sie eine
Momentaufnahme in Zeiten der ständig voranschreitenden Medienkonvergenz. '
author:
- first_name: Melina
full_name: Führer, Melina
id: '54971'
last_name: Führer
- first_name: Katharina Zoe
full_name: Nehrkorn, Katharina Zoe
id: '56827'
last_name: Nehrkorn
- first_name: Lutz
full_name: Rutkowski, Lutz
id: '57494'
last_name: Rutkowski
- first_name: Carolin
full_name: Wistinghausen, Carolin
id: '57332'
last_name: Wistinghausen
- first_name: Lena
full_name: Werner, Lena
id: '56678'
last_name: Werner
- first_name: Ole Vincent
full_name: Urfels, Ole Vincent
id: '57314'
last_name: Urfels
- first_name: Carolin
full_name: Werthschulte, Carolin
id: '51053'
last_name: Werthschulte
citation:
ama: Führer M, Nehrkorn KZ, Rutkowski L, et al. Perspektiven im Journalismus
Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule
Ostwestfalen-Lippe. (Lechtenberg F, ed.). epubli, Selbstverlag des Vereins
Medienwerk e.V.; 2016.
apa: Führer, M., Nehrkorn, K. Z., Rutkowski, L., Wistinghausen, C., Werner, L.,
Urfels, O. V., & Werthschulte, C. (2016). Perspektiven im Journalismus
Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule
Ostwestfalen-Lippe (F. Lechtenberg, Ed.). epubli, Selbstverlag des Vereins
Medienwerk e.V.
bjps: 'Führer M et al. (2016) Perspektiven im Journalismus Ein
Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule
Ostwestfalen-Lippe, Lechtenberg F (ed.). Berlin, Lemgo: epubli, Selbstverlag
des Vereins Medienwerk e.V.'
chicago: 'Führer, Melina, Katharina Zoe Nehrkorn, Lutz Rutkowski, Carolin Wistinghausen,
Lena Werner, Ole Vincent Urfels, and Carolin Werthschulte. Perspektiven im
Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015
an der Hochschule Ostwestfalen-Lippe. Edited by Frank Lechtenberg. Berlin,
Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V., 2016.'
chicago-de: 'Führer, Melina, Katharina Zoe Nehrkorn, Lutz Rutkowski, Carolin Wistinghausen,
Lena Werner, Ole Vincent Urfels und Carolin Werthschulte. 2016. Perspektiven
im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015
an der Hochschule Ostwestfalen-Lippe. Hg. von Frank Lechtenberg. Berlin, Lemgo:
epubli, Selbstverlag des Vereins Medienwerk e.V.'
din1505-2-1: 'Führer, Melina ; Nehrkorn, Katharina Zoe ; Rutkowski,
Lutz ; Wistinghausen, Carolin
; Werner, Lena ; Urfels,
Ole Vincent ; Werthschulte, Carolin
; Lechtenberg, F. (Hrsg.): Perspektiven
im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015
an der Hochschule Ostwestfalen-Lippe. Berlin, Lemgo : epubli, Selbstverlag
des Vereins Medienwerk e.V., 2016'
havard: M. Führer, K.Z. Nehrkorn, L. Rutkowski, C. Wistinghausen, L. Werner, O.V.
Urfels, C. Werthschulte, Perspektiven im Journalismus Ein Seminarband des Kurses
Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe, epubli,
Selbstverlag des Vereins Medienwerk e.V., Berlin, Lemgo, 2016.
ieee: 'M. Führer et al., Perspektiven im Journalismus Ein Seminarband
des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe.
Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V., 2016.'
mla: Führer, Melina, et al. Perspektiven im Journalismus Ein Seminarband des
Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe.
Edited by Frank Lechtenberg, epubli, Selbstverlag des Vereins Medienwerk e.V.,
2016.
short: M. Führer, K.Z. Nehrkorn, L. Rutkowski, C. Wistinghausen, L. Werner, O.V.
Urfels, C. Werthschulte, Perspektiven im Journalismus Ein Seminarband des Kurses
Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe, epubli,
Selbstverlag des Vereins Medienwerk e.V., Berlin, Lemgo, 2016.
ufg: 'Führer, Melina u. a.: Perspektiven im Journalismus Ein Seminarband
des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe,
hg. von Lechtenberg, Frank, Berlin, Lemgo 2016.'
van: 'Führer M, Nehrkorn KZ, Rutkowski L, Wistinghausen C, Werner L, Urfels OV,
et al. Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2
im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe. Lechtenberg F, editor.
Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V.; 2016. 212 p.'
date_created: 2019-04-09T12:11:14Z
date_updated: 2023-03-21T08:31:14Z
ddc:
- '070'
department:
- _id: DEP2007
editor:
- first_name: Frank
full_name: Lechtenberg, Frank
id: '10784'
last_name: Lechtenberg
keyword:
- Landlust
- Journalismus
- Journalisten
- Reportage
- Bildmanipulation
- Online
- Fernsehreportage
- Krisenberichterstattung
language:
- iso: ger
page: '212'
place: Berlin, Lemgo
publication_identifier:
eisbn:
- 978-3-7418-5001-1
isbn:
- '978-3-7418-6027-0 '
publication_status: published
publisher: epubli, Selbstverlag des Vereins Medienwerk e.V.
status: public
title: Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester
2015 an der Hochschule Ostwestfalen-Lippe
type: book
urn: urn:nbn:de:101:1-2017012027422
user_id: '15514'
year: '2016'
...
---
_id: '957'
author:
- first_name: Nadine
full_name: Krips, Nadine
last_name: Krips
citation:
ama: 'Krips N. Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik
Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten
Und Gründe Gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe; 2016.'
apa: 'Krips, N. (2016). Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik
anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten
und Gründe gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe.'
bjps: 'Krips N (2016) Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik
Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten
Und Gründe Gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe.'
chicago: 'Krips, Nadine. Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik
Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten
Und Gründe Gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe, 2016.'
chicago-de: 'Krips, Nadine. 2016. Vergleich von Virtual Reality mit ähnlicher
Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien :
Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge. Lemgo:
Hochschule Ostwestfalen-Lippe.'
din1505-2-1: 'Krips, Nadine: Vergleich
von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse
dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe
gegebener Misserfolge. Lemgo : Hochschule Ostwestfalen-Lippe, 2016'
havard: 'N. Krips, Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik
anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten
und Gründe gegebener Misserfolge, Hochschule Ostwestfalen-Lippe, Lemgo, 2016.'
ieee: 'N. Krips, Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik
anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten
und Gründe gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe, 2016.'
mla: 'Krips, Nadine. Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik
Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten
Und Gründe Gegebener Misserfolge. Hochschule Ostwestfalen-Lippe, 2016.'
short: 'N. Krips, Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik
Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten
Und Gründe Gegebener Misserfolge, Hochschule Ostwestfalen-Lippe, Lemgo, 2016.'
ufg: 'Krips, Nadine (2016): Vergleich von Virtual Reality mit ähnlicher
Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien :
Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge, Lemgo.'
van: 'Krips N. Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik
anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten
und Gründe gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe; 2016.
36 p.'
date_created: 2019-04-11T07:18:18Z
date_updated: 2023-03-15T13:50:18Z
ddc:
- '650'
department:
- _id: DEP2001
file:
- access_level: closed
content_type: application/pdf
creator: hemke
date_created: 2019-04-11T07:19:56Z
date_updated: 2019-04-11T07:19:56Z
file_id: '958'
file_name: Bachelorarbeit_NadineKrips.pdf
file_size: 825979
relation: main_file
file_date_updated: 2019-04-11T07:19:56Z
has_accepted_license: '1'
keyword:
- Marketingstrategie
- Online-Marketing
- Virtuelle Realität
language:
- iso: eng
page: '36'
place: Lemgo
publisher: Hochschule Ostwestfalen-Lippe
status: public
supervisor:
- first_name: Heizo
full_name: Schulze, Heizo
id: '29126'
last_name: Schulze
- first_name: Jan
full_name: Pieniak, Jan
id: '49037'
last_name: Pieniak
title: 'Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand
der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten
und Gründe gegebener Misserfolge'
type: bachelor_thesis
user_id: '15514'
year: 2016
...
---
_id: '2167'
abstract:
- lang: eng
text: "Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry
and politics: By applying new IT and new computer science solutions, production
systems will become more adaptable, more resource ef- ficient and more user friendly.
The analysis and diagnosis of such systems is a major part of this trend: Plants
should detect automatically wear, faults and suboptimal configurations. This paper
reflects the current state-of- the-art in diagnosis against the requirements of
CPPSs, identifies three main gaps and gives application scenarios to outline first
ideas for potential solutions to close these gaps.\r\n"
author:
- first_name: Oliver
full_name: Niggemann, Oliver
id: '10876'
last_name: Niggemann
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: 'Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems
- State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial
Intelligence (AAAI-15). Austin, Texas, USA; 2015.'
apa: Niggemann, O., & Lohweg, V. (2015). On the Diagnosis of Cyber-Physical
Production Systems - State-of-the-Art and Research Agenda. In Twenty-Ninth
Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA.
bjps: Niggemann O and Lohweg V (2015) On the Diagnosis of Cyber-Physical
Production Systems - State-of-the-Art and Research Agenda. Twenty-Ninth Conference
on Artificial Intelligence (AAAI-15). Austin, Texas, USA.
chicago: Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical
Production Systems - State-of-the-Art and Research Agenda.” In Twenty-Ninth
Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA, 2015.
chicago-de: 'Niggemann, Oliver und Volker Lohweg. 2015. On the Diagnosis of Cyber-Physical
Production Systems - State-of-the-Art and Research Agenda. In: Twenty-Ninth
Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA.'
din1505-2-1: 'Niggemann, Oliver ;
Lohweg, Volker: On the Diagnosis
of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In:
Twenty-Ninth Conference on Artificial Intelligence (AAAI-15). Austin, Texas,
USA, 2015'
havard: 'O. Niggemann, V. Lohweg, On the Diagnosis of Cyber-Physical Production
Systems - State-of-the-Art and Research Agenda, in: Twenty-Ninth Conference on
Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.'
ieee: O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production
Systems - State-of-the-Art and Research Agenda,” in Twenty-Ninth Conference
on Artificial Intelligence (AAAI-15), 2015.
mla: Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production
Systems - State-of-the-Art and Research Agenda.” Twenty-Ninth Conference on
Artificial Intelligence (AAAI-15), 2015.
short: 'O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence
(AAAI-15), Austin, Texas, USA, 2015.'
ufg: 'Niggemann, Oliver/Lohweg, Volker (2015): On the Diagnosis of Cyber-Physical
Production Systems - State-of-the-Art and Research Agenda, in: Twenty-Ninth
Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA.'
van: 'Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems
- State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial
Intelligence (AAAI-15). Austin, Texas, USA; 2015.'
date_created: 2019-12-04T12:43:12Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5023
keyword:
- Cyber-Physical Systems
- Machine Learning
- Diagnosis
- Anomaly Detection
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9530/9691
oa: '1'
place: Austin, Texas, USA
publication: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)
status: public
title: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and
Research Agenda
type: conference
user_id: '68554'
year: 2015
...
---
_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: '1047'
author:
- first_name: Konstantin
full_name: Krug, Konstantin
last_name: Krug
citation:
ama: 'Krug K. Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung.
Lemgo: Hochschule Ostwestfalen-Lippe; 2012.'
apa: 'Krug, K. (2012). Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und
Sportnahrung. Lemgo: Hochschule Ostwestfalen-Lippe.'
bjps: 'Krug K (2012) Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine
und Sportnahrung. Lemgo: Hochschule Ostwestfalen-Lippe.'
chicago: 'Krug, Konstantin. Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine
und Sportnahrung. Lemgo: Hochschule Ostwestfalen-Lippe, 2012.'
chicago-de: 'Krug, Konstantin. 2012. Ladychoise : Fitness-Shop f\"ur Frauen -
Vitamine und Sportnahrung. Lemgo: Hochschule Ostwestfalen-Lippe.'
din1505-2-1: 'Krug, Konstantin: Ladychoise :
Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung. Lemgo : Hochschule
Ostwestfalen-Lippe, 2012'
havard: 'K. Krug, Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung,
Hochschule Ostwestfalen-Lippe, Lemgo, 2012.'
ieee: 'K. Krug, Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung.
Lemgo: Hochschule Ostwestfalen-Lippe, 2012.'
mla: 'Krug, Konstantin. Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und
Sportnahrung. Hochschule Ostwestfalen-Lippe, 2012.'
short: 'K. Krug, Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung,
Hochschule Ostwestfalen-Lippe, Lemgo, 2012.'
ufg: 'Krug, Konstantin (2012): Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine
und Sportnahrung, Lemgo.'
van: 'Krug K. Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung.
Lemgo: Hochschule Ostwestfalen-Lippe; 2012. 41 p.'
date_created: 2019-04-16T09:20:21Z
date_updated: 2023-03-15T13:49:34Z
ddc:
- '650'
department:
- _id: DEP2001
file:
- access_level: local
content_type: application/pdf
creator: hemke
date_created: 2019-04-16T09:23:15Z
date_updated: 2019-04-16T09:23:15Z
file_id: '1048'
file_name: BA_Ladychoice_von_Konstantin_Krug.pdf
file_size: 2181502
relation: main_file
file_date_updated: 2019-04-16T09:23:15Z
has_accepted_license: '1'
keyword:
- Online-Shop
- Web Site
language:
- iso: ger
page: '41'
place: Lemgo
publisher: Hochschule Ostwestfalen-Lippe
status: public
supervisor:
- first_name: Guido
full_name: Falkemeier, Guido
id: '29084'
last_name: Falkemeier
- first_name: Jan
full_name: Rademaker, Jan
id: '1132'
last_name: Rademaker
title: 'Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung'
type: bachelor_thesis
user_id: '15514'
year: 2012
...
---
_id: '1218'
abstract:
- lang: ger
text: Virale Werbung für das GOP, in erster Linie für das Internet. Es durfte gern
etwas gewagter und unkonventionell sein.
author:
- first_name: Dominik
full_name: Junker, Dominik
last_name: Junker
citation:
ama: 'Junker D. Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne.
Lemgo: Hochschule Ostwestfalen-Lippe; 2011.'
apa: 'Junker, D. (2011). Stoppt die Show : Regie und Konzeption einer viralen
Marketingkampagne. Lemgo: Hochschule Ostwestfalen-Lippe.'
bjps: 'Junker D (2011) Stoppt die Show : Regie und Konzeption einer viralen
Marketingkampagne. Lemgo: Hochschule Ostwestfalen-Lippe.'
chicago: 'Junker, Dominik. Stoppt die Show : Regie und Konzeption einer viralen
Marketingkampagne. Lemgo: Hochschule Ostwestfalen-Lippe, 2011.'
chicago-de: 'Junker, Dominik. 2011. Stoppt die Show : Regie und Konzeption einer
viralen Marketingkampagne. Lemgo: Hochschule Ostwestfalen-Lippe.'
din1505-2-1: 'Junker, Dominik: Stoppt
die Show : Regie und Konzeption einer viralen Marketingkampagne. Lemgo : Hochschule
Ostwestfalen-Lippe, 2011'
havard: 'D. Junker, Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne,
Hochschule Ostwestfalen-Lippe, Lemgo, 2011.'
ieee: 'D. Junker, Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne.
Lemgo: Hochschule Ostwestfalen-Lippe, 2011.'
mla: 'Junker, Dominik. Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne.
Hochschule Ostwestfalen-Lippe, 2011.'
short: 'D. Junker, Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne,
Hochschule Ostwestfalen-Lippe, Lemgo, 2011.'
ufg: 'Junker, Dominik (2011): Stoppt die Show : Regie und Konzeption einer
viralen Marketingkampagne, Lemgo.'
van: 'Junker D. Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne.
Lemgo: Hochschule Ostwestfalen-Lippe; 2011. 93 p.'
date_created: 2019-05-21T13:30:36Z
date_updated: 2023-03-15T13:49:35Z
ddc:
- '650'
department:
- _id: DEP2001
file:
- access_level: local
content_type: application/pdf
creator: hemke
date_created: 2019-05-21T13:32:52Z
date_updated: 2019-05-21T13:32:52Z
file_id: '1219'
file_name: Bachelorarbeit_Dominik_Junker.pdf
file_size: 10973022
relation: main_file
file_date_updated: 2019-05-21T13:32:52Z
has_accepted_license: '1'
keyword:
- Marketing
- Online-Marketing
- Varieté
- Viral Marketing
language:
- iso: ger
page: '93'
place: Lemgo
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
status: public
supervisor:
- first_name: Heizo
full_name: Schulze, Heizo
id: '29126'
last_name: Schulze
- first_name: Frank
full_name: Lechtenberg, Frank
id: '10784'
last_name: Lechtenberg
title: 'Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne'
type: bachelor_thesis
user_id: '15514'
year: 2011
...
---
_id: '9856'
abstract:
- lang: eng
text: According to the Bologna Accord in 2006 the study courses for architecture,
urban planning and landscape planning at Kassel university were reformed to a
bachelor and master education programme. New courses – so called “modules” were
found. One of them “Wahrnehmung und Analyse von Räumen” – “landscape perception
and analysis” – is an interdisciplinary course teaching and comparing three different
perspectives – those of ecology, social science and landscape planning – on landscape.
To manage a high number of students the e-learning platform “Moodle” is used.
Also giving an introduction into GIS is a major part of the course. This article
– after “landscape perception and analysis” started four years ago – gives an
overview of the recent and future development of the course from a teachers perspective.
- lang: eng
text: Im Zuge des Bolognaprozesses wurde 2006 der Studiengang Landschaftsplanung
an der Universität Kassel auf das Bachelor- und Mastersystem umgestellt. Eines
der neuen „Lehrmodule“ ist „Wahrnehmung und Analyse von Räumen“, das interdis-ziplinär
angelegt ist, und den Studierenden eine Einführung in die Erfassung von Landschaften
gibt. Drei unterschiedliche Perspektiven auf Landschaft – ökologisch, sozialwissenschaftlich
und landschaftsplanerisch – werden gelehrt und gegenübergestellt. Um die große
Zahl der Studierenden zu betreuen, wird die E-Learning-Plattform „Moodle“ eingesetzt.
Auch die Heranführung an Geographische Informationssysteme ist ein wesentlicher
Teil der Ausbildung. Dieser Beitrag stellt nach nun vier Jahren „Wahrnehmung und
Analyse von Räumen“ die Entwicklung des Moduls dar, und zeigt die wichtigsten
Erkenntnisse aus der Sicht der Lehrenden.
alternative_title:
- WAHRNEHMUNG UND ANALYSE VON RÄUMEN – EIN INTERDISZIPLINÄRES LEHRMODUL IN DER UNIVERSITÄREN
LANDSCHAFTSPLANUNGSAUSBILDUNG
author:
- first_name: Claas
full_name: Leiner, Claas
last_name: Leiner
- first_name: Boris
full_name: Stemmer, Boris
id: '64889'
last_name: Stemmer
citation:
ama: Leiner C, Stemmer B. Teaching Landscape Planning - Landscape Perception and
Analysis. gisScience. 2011;(4):105-110.
apa: Leiner, C., & Stemmer, B. (2011). Teaching Landscape Planning - Landscape
Perception and Analysis. Gis.Science, 4, 105–110.
bjps: Leiner C and Stemmer B (2011) Teaching Landscape Planning - Landscape
Perception and Analysis. gis.Science 105–110.
chicago: 'Leiner, Claas, and Boris Stemmer. “Teaching Landscape Planning - Landscape
Perception and Analysis.” Gis.Science, no. 4 (2011): 105–10.'
chicago-de: 'Leiner, Claas und Boris Stemmer. 2011. Teaching Landscape Planning
- Landscape Perception and Analysis. gis.Science, Nr. 4: 105–110.'
din1505-2-1: 'Leiner, Claas ; Stemmer, Boris: Teaching Landscape Planning
- Landscape Perception and Analysis. In: gis.Science. Berlin, Wichmann
(2011), Nr. 4, S. 105–110'
havard: C. Leiner, B. Stemmer, Teaching Landscape Planning - Landscape Perception
and Analysis, Gis.Science. (2011) 105–110.
ieee: C. Leiner and B. Stemmer, “Teaching Landscape Planning - Landscape Perception
and Analysis,” gis.Science, no. 4, pp. 105–110, 2011.
mla: Leiner, Claas, and Boris Stemmer. “Teaching Landscape Planning - Landscape
Perception and Analysis.” Gis.Science, no. 4, 2011, pp. 105–10.
short: C. Leiner, B. Stemmer, Gis.Science (2011) 105–110.
ufg: 'Leiner, Claas/Stemmer, Boris: Teaching Landscape Planning - Landscape
Perception and Analysis, in: gis.Science (2011), H. 4, S. 105–110.'
van: Leiner C, Stemmer B. Teaching Landscape Planning - Landscape Perception and
Analysis. gisScience. 2011;(4):105–10.
date_created: 2023-04-24T09:11:32Z
date_updated: 2023-05-11T14:46:20Z
department:
- _id: DEP9013
extern: '1'
issue: '4'
keyword:
- Universitarian teaching
- GIS
- e-learning
- bologna process
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://gispoint.de/index.php?eID=dumpFile&t=f&f=13220&token=34e95e0810ebc46f00cd15f2b8ccdaa2d92d60f7&download=
oa: '1'
page: 105–110
place: Berlin
publication: gis.Science
publication_identifier:
eissn:
- 2698-4571
issn:
- '1869-9391 '
publication_status: published
publisher: Wichmann
status: public
title: Teaching Landscape Planning - Landscape Perception and Analysis
type: scientific_journal_article
user_id: '15514'
year: '2011'
...
---
_id: '2087'
abstract:
- lang: eng
text: It is likely in real-world applications that only little data isavailable
for training a knowledge-based system. We present a method forautomatically training
the knowledge-representing membership functionsof a Fuzzy-Pattern-Classification
system that works also when only littledata is available and the universal set
is described insufficiently. Actually,this paper presents how the Modified-Fuzzy-Pattern-Classifier’s
member-ship functions are trained using probability distribution functions.
author:
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
- first_name: Denis
full_name: Petker, Denis
last_name: Petker
citation:
ama: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
Data Sets. In: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02
July 2010, Dortmund, Germany; 2010.'
apa: Mönks, U., Lohweg, V., & Petker, D. (2010). Fuzzy-Pattern-Classifier Training
with Small Data Sets. In IPMU 2010 - International Conference on Information
Processing and Management of Uncertainty in Knowledge Based Systems. 28 Jun
2010 - 02 July 2010, Dortmund, Germany.
bjps: Mönks U, Lohweg V and Petker D (2010) Fuzzy-Pattern-Classifier Training
with Small Data Sets. IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02
July 2010, Dortmund, Germany.
chicago: Mönks, Uwe, Volker Lohweg, and Denis Petker. “Fuzzy-Pattern-Classifier
Training with Small Data Sets.” In IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems.
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.
chicago-de: 'Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. Fuzzy-Pattern-Classifier
Training with Small Data Sets. In: IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems.
28 Jun 2010 - 02 July 2010, Dortmund, Germany.'
din1505-2-1: 'Mönks, Uwe ; Lohweg,
Volker ; Petker, Denis: Fuzzy-Pattern-Classifier
Training with Small Data Sets. In: IPMU 2010 - International Conference on
Information Processing and Management of Uncertainty in Knowledge Based Systems :
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010'
havard: 'U. Mönks, V. Lohweg, D. Petker, Fuzzy-Pattern-Classifier Training with
Small Data Sets, in: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July
2010, Dortmund, Germany, 2010.'
ieee: U. Mönks, V. Lohweg, and D. Petker, “Fuzzy-Pattern-Classifier Training with
Small Data Sets,” in IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems, 2010.
mla: Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.”
IPMU 2010 - International Conference on Information Processing and Management
of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund,
Germany, 2010.
short: 'U. Mönks, V. Lohweg, D. Petker, in: IPMU 2010 - International Conference
on Information Processing and Management of Uncertainty in Knowledge Based Systems,
28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.'
ufg: 'Mönks, Uwe et. al. (2010): Fuzzy-Pattern-Classifier Training with Small
Data Sets, in: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems.'
van: 'Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small
Data Sets. In: IPMU 2010 - International Conference on Information Processing
and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02 July
2010, Dortmund, Germany; 2010.'
date_created: 2019-12-02T08:15:18Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
keyword:
- Fuzzy Logic
- Probability Theory
- Fuzzy-Pattern-Classification
- Machine Learning
- Artificial Intelligence
- Pattern Recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.th-owl.de/init/uploads/tx_initdb/00800426_01.pdf
oa: '1'
publication: IPMU 2010 - International Conference on Information Processing and Management
of Uncertainty in Knowledge Based Systems
publication_status: published
publisher: 28 Jun 2010 - 02 July 2010, Dortmund, Germany
status: public
title: Fuzzy-Pattern-Classifier Training with Small Data Sets
type: conference
user_id: '45673'
year: 2010
...