---
_id: '12695'
abstract:
- lang: eng
text: Previous CSCW research has paid increasing attention to regional innovation
systems providing the context for CSCW research and design. In this paper we provide
insights into attempts to intervene in such a regional innovation system via practice-oriented
activities. Our findings describe experiences of co-creating knowledge around
digitization of SMEs on a regional level, beyond individual company contexts.
We reflect on the benefits and challenges such an approach affords and highlight
the importance of interpersonal relationships and similarities between practices
in different contexts to enable intended but also initially unexpected knowledge
spillovers. Our findings highlight how a praxeological approach to CSCW can be
influential in regional development programs, and open this field to CSCW research
and design. We draw out lessons for similar interventions and outline fruitful
avenues for future research.
author:
- first_name: Muhamed
full_name: Kudic, Muhamed
id: '87331'
last_name: Kudic
- first_name: Max
full_name: Krüger, Max
last_name: Krüger
- first_name: Marc
full_name: Gerbracht, Marc
last_name: Gerbracht
- first_name: Michael
full_name: Ahmadi, Michael
last_name: Ahmadi
- first_name: Alexander
full_name: Boden, Alexander
last_name: Boden
- first_name: Martin
full_name: Stein, Martin
last_name: Stein
- first_name: Christoph
full_name: Kotthaus, Christoph
last_name: Kotthaus
- first_name: Nico
full_name: Vitt, Nico
last_name: Vitt
- first_name: David
full_name: Unbehaun, David
last_name: Unbehaun
- first_name: Peter
full_name: Tolmie, Peter
last_name: Tolmie
- first_name: Volker
full_name: Wulf, Volker
last_name: Wulf
citation:
ama: 'Kudic M, Krüger M, Gerbracht M, et al. Knowledge Spillover: Between Serendipity
and Strategic Planning - Lessons for Practice-Oriented Interventions into Regional
Innovation Systems. Vol 8. (Nichols J, Association for Computing Machinery,
eds.). Association for Computing Machinery (ACM); 2024:Article No.: 86, Pages
1-26. doi:10.1145/3637363'
apa: 'Kudic, M., Krüger, M., Gerbracht, M., Ahmadi, M., Boden, A., Stein, M., Kotthaus,
C., Vitt, N., Unbehaun, D., Tolmie, P., & Wulf, V. (2024). Knowledge Spillover:
Between Serendipity and Strategic Planning - Lessons for Practice-oriented Interventions
into Regional Innovation Systems. In J. Nichols & Association for Computing
Machinery (Eds.), Proceedings of the ACM on Human-Computer Interaction
(Vol. 8, p. Article No.: 86, Pages 1-26). Association for Computing Machinery
(ACM). https://doi.org/10.1145/3637363'
bjps: 'Kudic M et al. (2024) Knowledge Spillover: Between Serendipity
and Strategic Planning - Lessons for Practice-Oriented Interventions into Regional
Innovation Systems, Nichols J and Association for Computing Machinery (eds).
New York, NY: Association for Computing Machinery (ACM).'
chicago: 'Kudic, Muhamed, Max Krüger, Marc Gerbracht, Michael Ahmadi, Alexander
Boden, Martin Stein, Christoph Kotthaus, et al. Knowledge Spillover: Between
Serendipity and Strategic Planning - Lessons for Practice-Oriented Interventions
into Regional Innovation Systems. Edited by Jeff Nichols and Association for
Computing Machinery. Proceedings of the ACM on Human-Computer Interaction.
Vol. 8. New York, NY: Association for Computing Machinery (ACM), 2024. https://doi.org/10.1145/3637363.'
chicago-de: 'Kudic, Muhamed, Max Krüger, Marc Gerbracht, Michael Ahmadi, Alexander
Boden, Martin Stein, Christoph Kotthaus, u. a. 2024. Knowledge Spillover: Between
Serendipity and Strategic Planning - Lessons for Practice-oriented Interventions
into Regional Innovation Systems. Hg. von Jeff Nichols und Association for
Computing Machinery. Proceedings of the ACM on Human-Computer Interaction.
Bd. 8. New York, NY: Association for Computing Machinery (ACM). doi:10.1145/3637363,
.'
din1505-2-1: 'Kudic,
Muhamed ; Krüger, Max ; Gerbracht, Marc ; Ahmadi,
Michael ; Boden, Alexander
; Stein, Martin ; Kotthaus,
Christoph ; Vitt, Nico ;
u. a. ; Nichols, J. ; Association for Computing Machinery (Hrsg.):
Knowledge Spillover: Between Serendipity and Strategic Planning - Lessons for
Practice-oriented Interventions into Regional Innovation Systems. Bd. 8. New
York, NY : Association for Computing Machinery (ACM), 2024'
havard: 'M. Kudic, M. Krüger, M. Gerbracht, M. Ahmadi, A. Boden, M. Stein, C. Kotthaus,
N. Vitt, D. Unbehaun, P. Tolmie, V. Wulf, Knowledge Spillover: Between Serendipity
and Strategic Planning - Lessons for Practice-oriented Interventions into Regional
Innovation Systems, Association for Computing Machinery (ACM), New York, NY, 2024.'
ieee: 'M. Kudic et al., Knowledge Spillover: Between Serendipity and Strategic
Planning - Lessons for Practice-oriented Interventions into Regional Innovation
Systems, vol. 8. New York, NY: Association for Computing Machinery (ACM),
2024, p. Article No.: 86, Pages 1-26. doi: 10.1145/3637363.'
mla: 'Kudic, Muhamed, et al. “Knowledge Spillover: Between Serendipity and Strategic
Planning - Lessons for Practice-Oriented Interventions into Regional Innovation
Systems.” Proceedings of the ACM on Human-Computer Interaction, edited
by Jeff Nichols and Association for Computing Machinery, vol. 8, Association for
Computing Machinery (ACM), 2024, p. Article No.: 86, Pages 1-26, https://doi.org/10.1145/3637363.'
short: 'M. Kudic, M. Krüger, M. Gerbracht, M. Ahmadi, A. Boden, M. Stein, C. Kotthaus,
N. Vitt, D. Unbehaun, P. Tolmie, V. Wulf, Knowledge Spillover: Between Serendipity
and Strategic Planning - Lessons for Practice-Oriented Interventions into Regional
Innovation Systems, Association for Computing Machinery (ACM), New York, NY, 2024.'
ufg: 'Kudic, Muhamed u. a.: Knowledge Spillover: Between Serendipity and
Strategic Planning - Lessons for Practice-oriented Interventions into Regional
Innovation Systems, Bd. 8, hg. von Nichols, Jeff, Association for Computing Machinery,
New York, NY 2024.'
van: 'Kudic M, Krüger M, Gerbracht M, Ahmadi M, Boden A, Stein M, et al. Knowledge
Spillover: Between Serendipity and Strategic Planning - Lessons for Practice-oriented
Interventions into Regional Innovation Systems. Nichols J, Association for Computing
Machinery, editors. Vol. 8, Proceedings of the ACM on Human-Computer Interaction.
New York, NY: Association for Computing Machinery (ACM); 2024.'
conference:
end_date: 2024-04-01
name: PACMHCI V8, CSCW1
start_date: 2024-04-01
corporate_editor:
- Association for Computing Machinery
date_created: 2025-03-12T07:45:36Z
date_updated: 2025-03-14T07:54:46Z
department:
- _id: DEP5000
- _id: DEP5032
doi: 10.1145/3637363
editor:
- first_name: Jeff
full_name: Nichols, Jeff
last_name: Nichols
extern: '1'
intvolume: ' 8'
jel:
- D80
keyword:
- Regional Development
- Co-creation
- Spillover
- Knowledge Management
language:
- iso: eng
page: 'Article No.: 86, Pages 1 - 26'
place: New York, NY
publication: Proceedings of the ACM on Human-Computer Interaction
publication_identifier:
issn:
- 2573-0142
publication_status: published
publisher: Association for Computing Machinery (ACM)
quality_controlled: '1'
status: public
title: 'Knowledge Spillover: Between Serendipity and Strategic Planning - Lessons
for Practice-oriented Interventions into Regional Innovation Systems'
type: conference_editor_article
user_id: '83781'
volume: 8
year: '2024'
...
---
_id: '11402'
abstract:
- lang: eng
text: In diesem Artikel geht es um die Bedeutung von Selbstbildung im Hochschulstudium
und wie Studierende ihre Fähigkeit zur Selbstbildung verbessern können. Der Artikel
diskutiert verschiedene Lehrmethoden und Initiativen, die dazu beitragen können,
die Selbstkompetenzförderung strukturell zu verankern. Es werden auch adaptive,
lernzielorientierte Kurse vorgestellt, die den Einsatz von Algorithmen der künstlichen
Intelligenz nutzen, um Studierenden hochgradig individualisierte Bildungswege
zu ermöglichen. Der Artikel schließt mit einer Diskussion darüber, wie die Hochschuldidaktik
dazu beitragen kann, die Selbstbildungskompetenz der Studierenden zu fördern.
(Autor); This article is about the importance of self-education in higher education
and how students can improve their ability to self-educate. The article discusses
various teaching methods and initiatives that can help to structurally embed self-education.
It also presents adaptive learning goal-oriented courses that leverage the use
of artificial intelligence algorithms to provide students with highly individualized
educational pathways. The article concludes with a discussion of how higher education
didactics can help promote students’ self-education skills.
author:
- first_name: Tobias
full_name: Schmohl, Tobias
id: '71782'
last_name: Schmohl
orcid: https://orcid.org/0000-0002-7043-5582
- first_name: Stefanie
full_name: Go, Stefanie
id: '81255'
last_name: Go
citation:
ama: 'Schmohl T, Go S. Selbstbildung als Proprium akademischer Didaktik? Ein kritischer
Zwischenruf. In: Haberer M, Günther D, Köhler J, eds. (Selbst-)Lernkompetenzen
Studierender stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband
zur Fachtagung “(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am
15. und 16.10.2020 an der Technischen Universität Kaiserslautern. Rheinland-Pfälzische
Technische Universität Kaiserslautern-Landau, Zentrum für Innovation und Digitalisierung
in Studium und Lehre (ZIDiS) ; 2023:35-45. doi:https://doi.org/10.25656/01:27948'
apa: 'Schmohl, T., & Go, S. (2023). Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf. In M. Haberer, D. Günther, & J. Köhler (Eds.),
(Selbst-)Lernkompetenzen Studierender stärken: Unterstützungsangebote – Beratung
– Lernräume. Sammelband zur Fachtagung “(Selbst-)Lernunterstützung an Hochschulen
– wieso noch mal?” am 15. und 16.10.2020 an der Technischen Universität Kaiserslautern
(pp. 35–45). Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau,
Zentrum für Innovation und Digitalisierung in Studium und Lehre (ZIDiS) . https://doi.org/10.25656/01:27948'
bjps: 'Schmohl T and Go S (2023) Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf. In Haberer M, Günther D and Köhler J (eds),
(Selbst-)Lernkompetenzen Studierender stärken: Unterstützungsangebote – Beratung
– Lernräume. Sammelband zur Fachtagung ‘(Selbst-)Lernunterstützung an Hochschulen
– wieso noch mal?’ am 15. und 16.10.2020 an der Technischen Universität Kaiserslautern.
Kaiserslautern-Landau: Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau,
Zentrum für Innovation und Digitalisierung in Studium und Lehre (ZIDiS) , pp.
35–45.'
chicago: 'Schmohl, Tobias, and Stefanie Go. “Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf.” In (Selbst-)Lernkompetenzen Studierender
stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband zur Fachtagung
“(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am 15. und 16.10.2020
an der Technischen Universität Kaiserslautern, edited by Monika Haberer,
Dorit Günther, and Janina Köhler , 35–45. Kaiserslautern-Landau: Rheinland-Pfälzische
Technische Universität Kaiserslautern-Landau, Zentrum für Innovation und Digitalisierung
in Studium und Lehre (ZIDiS) , 2023. https://doi.org/10.25656/01:27948.'
chicago-de: 'Schmohl, Tobias und Stefanie Go. 2023. Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf. In: (Selbst-)Lernkompetenzen Studierender
stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband zur Fachtagung
„(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?“ am 15. und 16.10.2020
an der Technischen Universität Kaiserslautern, hg. von Monika Haberer, Dorit Günther,
und Janina Köhler , 35–45. Kaiserslautern-Landau: Rheinland-Pfälzische Technische
Universität Kaiserslautern-Landau, Zentrum für Innovation und Digitalisierung
in Studium und Lehre (ZIDiS) . doi:https://doi.org/10.25656/01:27948,
.'
din1505-2-1: 'Schmohl, Tobias ; Go, Stefanie: Selbstbildung als Proprium
akademischer Didaktik? Ein kritischer Zwischenruf. In: Haberer,
M. ; Günther, D. ; Köhler , J. (Hrsg.): (Selbst-)Lernkompetenzen
Studierender stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband
zur Fachtagung „(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?“ am
15. und 16.10.2020 an der Technischen Universität Kaiserslautern. Kaiserslautern-Landau :
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Zentrum für
Innovation und Digitalisierung in Studium und Lehre (ZIDiS) , 2023, S. 35–45'
havard: 'T. Schmohl, S. Go, Selbstbildung als Proprium akademischer Didaktik? Ein
kritischer Zwischenruf, in: M. Haberer, D. Günther, J. Köhler (Eds.), (Selbst-)Lernkompetenzen
Studierender stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband
zur Fachtagung “(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am
15. und 16.10.2020 an der Technischen Universität Kaiserslautern, Rheinland-Pfälzische
Technische Universität Kaiserslautern-Landau, Zentrum für Innovation und Digitalisierung
in Studium und Lehre (ZIDiS) , Kaiserslautern-Landau, 2023: pp. 35–45.'
ieee: 'T. Schmohl and S. Go, “Selbstbildung als Proprium akademischer Didaktik?
Ein kritischer Zwischenruf,” in (Selbst-)Lernkompetenzen Studierender stärken:
Unterstützungsangebote – Beratung – Lernräume. Sammelband zur Fachtagung “(Selbst-)Lernunterstützung
an Hochschulen – wieso noch mal?” am 15. und 16.10.2020 an der Technischen Universität
Kaiserslautern, M. Haberer, D. Günther, and J. Köhler , Eds. Kaiserslautern-Landau:
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Zentrum für
Innovation und Digitalisierung in Studium und Lehre (ZIDiS) , 2023, pp. 35–45.
doi: https://doi.org/10.25656/01:27948.'
mla: 'Schmohl, Tobias, and Stefanie Go. “Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf.” (Selbst-)Lernkompetenzen Studierender
stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband zur Fachtagung
“(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am 15. und 16.10.2020
an der Technischen Universität Kaiserslautern, edited by Monika Haberer et
al., Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Zentrum
für Innovation und Digitalisierung in Studium und Lehre (ZIDiS) , 2023, pp. 35–45,
https://doi.org/10.25656/01:27948.'
short: 'T. Schmohl, S. Go, in: M. Haberer, D. Günther, J. Köhler (Eds.), (Selbst-)Lernkompetenzen
Studierender stärken: Unterstützungsangebote – Beratung – Lernräume. Sammelband
zur Fachtagung “(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am
15. und 16.10.2020 an der Technischen Universität Kaiserslautern, Rheinland-Pfälzische
Technische Universität Kaiserslautern-Landau, Zentrum für Innovation und Digitalisierung
in Studium und Lehre (ZIDiS) , Kaiserslautern-Landau, 2023, pp. 35–45.'
ufg: 'Schmohl, Tobias/Go, Stefanie: Selbstbildung als Proprium akademischer
Didaktik? Ein kritischer Zwischenruf, in: Haberer, Monika/Günther, Dorit/Köhler
, Janina (Hgg.): (Selbst-)Lernkompetenzen Studierender stärken: Unterstützungsangebote
– Beratung – Lernräume. Sammelband zur Fachtagung „(Selbst-)Lernunterstützung
an Hochschulen – wieso noch mal?“ am 15. und 16.10.2020 an der Technischen Universität
Kaiserslautern, Kaiserslautern-Landau 2023, S. 35–45.'
van: 'Schmohl T, Go S. Selbstbildung als Proprium akademischer Didaktik? Ein kritischer
Zwischenruf. In: Haberer M, Günther D, Köhler J, editors. (Selbst-)Lernkompetenzen
Studierender stärken: Unterstützungsangebote – Beratung – Lernräume Sammelband
zur Fachtagung “(Selbst-)Lernunterstützung an Hochschulen – wieso noch mal?” am
15 und 16102020 an der Technischen Universität Kaiserslautern. Kaiserslautern-Landau:
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Zentrum für
Innovation und Digitalisierung in Studium und Lehre (ZIDiS) ; 2023. p. 35–45.'
date_created: 2024-04-30T18:11:12Z
date_updated: 2024-05-15T12:31:49Z
department:
- _id: DEP2000
doi: https://doi.org/10.25656/01:27948
editor:
- first_name: 'Monika '
full_name: 'Haberer, Monika '
last_name: Haberer
- first_name: 'Dorit '
full_name: 'Günther, Dorit '
last_name: Günther
- first_name: 'Janina '
full_name: 'Köhler , Janina '
last_name: 'Köhler '
keyword:
- Selbstbildung
- Studium
- Selbstkompetenz
- Lehrmethode
- Adaptiver Unterricht
- Künstliche Intelligenz
- Hochschuldidaktik
- Lerngegenstand
- Wissen
- Bildungsbiografie
- Hochschule
- Student
- Self-education
- Academic studies
- Teaching method
- Artificial intelligence
- University didactics
- Knowledge
- School career
- Higher education institute
- Male student
language:
- iso: ger
page: 35-45
place: Kaiserslautern-Landau
publication: '(Selbst-)Lernkompetenzen Studierender stärken: Unterstützungsangebote
– Beratung – Lernräume. Sammelband zur Fachtagung "(Selbst-)Lernunterstützung an
Hochschulen – wieso noch mal?" am 15. und 16.10.2020 an der Technischen Universität
Kaiserslautern'
publication_status: published
publisher: 'Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Zentrum
für Innovation und Digitalisierung in Studium und Lehre (ZIDiS) '
quality_controlled: '1'
status: public
title: Selbstbildung als Proprium akademischer Didaktik? Ein kritischer Zwischenruf
type: book_chapter
user_id: '83781'
year: '2023'
...
---
_id: '7458'
abstract:
- lang: eng
text: Smart services have become increasingly important in the last few years. The
provision of smart services combined with product portfolios is advantageous because
individual contexts of customers who use the products are addressed. While various
and frequently changing data are collected and analyzed, specific knowledge is
necessary to turn data into valuable information. A knowledge management system
(KMS) adapted to requirements of provided smart services is necessary to aggregate,
maintain, and provide knowledge. With a comprehensive literature review over 157
papers, we extracted requirements for KMS for smart services (Smart Service KMS).
We present ten design principles derived from the requirements focusing on how
tailored Smart Service KMS can be designed. We contribute to the theory by providing
an overview about crucial requirements of Smart Service KMS. Practitioners can
use our design principles to develop efficient Smart Service KMS
article_type: original
author:
- first_name: Sonja
full_name: Dreyer, Sonja
last_name: Dreyer
- first_name: 'Oliver '
full_name: 'Werth, Oliver '
last_name: Werth
- first_name: Daniel
full_name: Olivotti, Daniel
last_name: Olivotti
- first_name: Nadine
full_name: Guhr, Nadine
id: '77748'
last_name: Guhr
orcid: 0000-0001-8812-1488
- first_name: Michael H.
full_name: Breitner, Michael H.
last_name: Breitner
citation:
ama: 'Dreyer S, Werth O, Olivotti D, Guhr N, Breitner MH. Knowledge Management Systems
for Smart Services: A Synthesis of Design Principles . e-Service Journal.
2021;13(2):27-67. doi:10.2979/eservicej.13.2.02'
apa: 'Dreyer, S., Werth, O., Olivotti, D., Guhr, N., & Breitner, M. H. (2021).
Knowledge Management Systems for Smart Services: A Synthesis of Design Principles
. E-Service Journal, 13(2), 27–67. https://doi.org/10.2979/eservicej.13.2.02'
bjps: 'Dreyer S et al. (2021) Knowledge Management Systems for Smart
Services: A Synthesis of Design Principles . e-Service Journal 13,
27–67.'
chicago: 'Dreyer, Sonja, Oliver Werth, Daniel Olivotti, Nadine Guhr, and Michael
H. Breitner. “Knowledge Management Systems for Smart Services: A Synthesis of
Design Principles .” E-Service Journal 13, no. 2 (2021): 27–67. https://doi.org/10.2979/eservicej.13.2.02.'
chicago-de: 'Dreyer, Sonja, Oliver Werth, Daniel Olivotti, Nadine Guhr und Michael
H. Breitner. 2021. Knowledge Management Systems for Smart Services: A Synthesis
of Design Principles . e-Service Journal 13, Nr. 2: 27–67. doi:10.2979/eservicej.13.2.02,
.'
din1505-2-1: 'Dreyer, Sonja ; Werth, Oliver ; Olivotti,
Daniel ; Guhr, Nadine ; Breitner, Michael H.: Knowledge Management
Systems for Smart Services: A Synthesis of Design Principles . In: e-Service
Journal Bd. 13. Bloomington, Ind., Indiana University Press (2021), Nr. 2,
S. 27–67'
havard: 'S. Dreyer, O. Werth, D. Olivotti, N. Guhr, M.H. Breitner, Knowledge Management
Systems for Smart Services: A Synthesis of Design Principles , E-Service Journal.
13 (2021) 27–67.'
ieee: 'S. Dreyer, O. Werth, D. Olivotti, N. Guhr, and M. H. Breitner, “Knowledge
Management Systems for Smart Services: A Synthesis of Design Principles ,” e-Service
Journal, vol. 13, no. 2, pp. 27–67, 2021, doi: 10.2979/eservicej.13.2.02.'
mla: 'Dreyer, Sonja, et al. “Knowledge Management Systems for Smart Services: A
Synthesis of Design Principles .” E-Service Journal, vol. 13, no. 2, 2021,
pp. 27–67, https://doi.org/10.2979/eservicej.13.2.02.'
short: S. Dreyer, O. Werth, D. Olivotti, N. Guhr, M.H. Breitner, E-Service Journal
13 (2021) 27–67.
ufg: 'Dreyer, Sonja u. a.: Knowledge Management Systems for Smart Services:
A Synthesis of Design Principles , in: e-Service Journal 13 (2021), H.
2, S. 27–67.'
van: 'Dreyer S, Werth O, Olivotti D, Guhr N, Breitner MH. Knowledge Management Systems
for Smart Services: A Synthesis of Design Principles . e-Service Journal. 2021;13(2):27–67.'
date_created: 2022-04-06T11:32:53Z
date_updated: 2024-08-23T06:09:13Z
department:
- _id: DEP1523
doi: 10.2979/eservicej.13.2.02
intvolume: ' 13'
issue: '2'
keyword:
- Design Principles
- Design Science Research
- Knowledge Management Systems
- Smart Service KMS
- Smart Services
language:
- iso: eng
page: 27-67
place: Bloomington, Ind.
publication: e-Service Journal
publication_identifier:
eissn:
- 1528-8234
issn:
- '1528-8226 '
publication_status: published
publisher: Indiana University Press
quality_controlled: '1'
status: public
title: 'Knowledge Management Systems for Smart Services: A Synthesis of Design Principles '
type: scientific_journal_article
user_id: '83781'
volume: 13
year: '2021'
...
---
_id: '7985'
abstract:
- lang: eng
text: Bioprocess modeling has become a useful tool for prediction of the process
future with the aim to deduce operating decisions (e.g. transfer or feeds). Due
to variabilities, which often occur between and within batches, updating (re-estimation)
of model parameters is required at certain time intervals (dynamic parameter estimation)
to obtain reliable predictions. This can be challenging in the presence of low
sampling frequencies (e.g. every 24 h), different consecutive scales and large
measurement errors, as in the case of cell culture seed trains. This contribution
presents an iterative learning workflow which generates and incorporates knowledge
concerning cell growth during the process by using a moving horizon estimation
(MHE) approach for updating of model parameters. This estimation technique is
compared to a classical weighted least squares estimation (WLSE) approach in the
context of model updating over three consecutive cultivation scales (40–2160 L)
of an industrial cell culture seed train. Both techniques were investigated regarding
robustness concerning the aforementioned challenges and the required amount of
experimental data (estimation horizon). It is shown how the proposed MHE can deal
with the aforementioned difficulties by the integration of prior knowledge, even
if only data at two sampling points are available, outperforming the classical
WLSE approach. This workflow allows to adequately integrate current process behavior
into the model and can therefore be a suitable component of a digital twin.
author:
- first_name: Tanja
full_name: Hernández Rodriguez, Tanja
id: '52466'
last_name: Hernández Rodriguez
- first_name: Christoph
full_name: Posch, Christoph
last_name: Posch
- first_name: Ralf
full_name: Pörtner, Ralf
last_name: Pörtner
- first_name: Björn
full_name: Frahm, Björn
id: '45666'
last_name: Frahm
citation:
ama: Hernández Rodriguez T, Posch C, Pörtner R, Frahm B. Dynamic parameter estimation
and prediction over consecutive scales, based on moving horizon estimation - applied
to an industrial cell culture seed train. Bioprocess and Biosystems Engineering.
2021;44(4):793-808. doi:10.1007/s00449-020-02488-1
apa: Hernández Rodriguez, T., Posch, C., Pörtner, R., & Frahm, B. (2021). Dynamic
parameter estimation and prediction over consecutive scales, based on moving horizon
estimation - applied to an industrial cell culture seed train. Bioprocess and
Biosystems Engineering, 44(4), 793–808. https://doi.org/10.1007/s00449-020-02488-1
bjps: Hernández Rodriguez T et al. (2021) Dynamic Parameter Estimation
and Prediction over Consecutive Scales, Based on Moving Horizon Estimation - Applied
to an Industrial Cell Culture Seed Train. Bioprocess and Biosystems Engineering
44, 793–808.
chicago: 'Hernández Rodriguez, Tanja, Christoph Posch, Ralf Pörtner, and Björn Frahm.
“Dynamic Parameter Estimation and Prediction over Consecutive Scales, Based on
Moving Horizon Estimation - Applied to an Industrial Cell Culture Seed Train.”
Bioprocess and Biosystems Engineering 44, no. 4 (2021): 793–808. https://doi.org/10.1007/s00449-020-02488-1 .'
chicago-de: 'Hernández Rodriguez, Tanja, Christoph Posch, Ralf Pörtner und Björn
Frahm. 2021. Dynamic parameter estimation and prediction over consecutive scales,
based on moving horizon estimation - applied to an industrial cell culture seed
train. Bioprocess and Biosystems Engineering 44, Nr. 4: 793–808. doi:10.1007/s00449-020-02488-1
, .'
din1505-2-1: 'Hernández Rodriguez, Tanja
; Posch, Christoph ; Pörtner,
Ralf ; Frahm, Björn: Dynamic
parameter estimation and prediction over consecutive scales, based on moving horizon
estimation - applied to an industrial cell culture seed train. In: Bioprocess
and Biosystems Engineering Bd. 44. Berlin ; Heidelberg [u.a.], Springer (2021),
Nr. 4, S. 793–808'
havard: T. Hernández Rodriguez, C. Posch, R. Pörtner, B. Frahm, Dynamic parameter
estimation and prediction over consecutive scales, based on moving horizon estimation
- applied to an industrial cell culture seed train, Bioprocess and Biosystems
Engineering. 44 (2021) 793–808.
ieee: 'T. Hernández Rodriguez, C. Posch, R. Pörtner, and B. Frahm, “Dynamic parameter
estimation and prediction over consecutive scales, based on moving horizon estimation
- applied to an industrial cell culture seed train,” Bioprocess and Biosystems
Engineering, vol. 44, no. 4, pp. 793–808, 2021, doi: 10.1007/s00449-020-02488-1 .'
mla: Hernández Rodriguez, Tanja, et al. “Dynamic Parameter Estimation and Prediction
over Consecutive Scales, Based on Moving Horizon Estimation - Applied to an Industrial
Cell Culture Seed Train.” Bioprocess and Biosystems Engineering, vol. 44,
no. 4, 2021, pp. 793–808, https://doi.org/10.1007/s00449-020-02488-1 .
short: T. Hernández Rodriguez, C. Posch, R. Pörtner, B. Frahm, Bioprocess and Biosystems
Engineering 44 (2021) 793–808.
ufg: 'Hernández Rodriguez, Tanja u. a.: Dynamic parameter estimation and
prediction over consecutive scales, based on moving horizon estimation - applied
to an industrial cell culture seed train, in: Bioprocess and Biosystems Engineering
44 (2021), H. 4, S. 793–808.'
van: Hernández Rodriguez T, Posch C, Pörtner R, Frahm B. Dynamic parameter estimation
and prediction over consecutive scales, based on moving horizon estimation - applied
to an industrial cell culture seed train. Bioprocess and Biosystems Engineering.
2021;44(4):793–808.
date_created: 2022-05-05T13:06:12Z
date_updated: 2023-08-21T07:51:38Z
department:
- _id: DEP4021
doi: '10.1007/s00449-020-02488-1 '
intvolume: ' 44'
issue: '4'
keyword:
- Dynamic parameter estimation
- Bioprocess
- Cell cultures
- Moving horizon estimation
- Prior knowledge
language:
- iso: eng
page: 793-808
place: Berlin ; Heidelberg [u.a.]
publication: Bioprocess and Biosystems Engineering
publication_identifier:
eissn:
- 1615-7605
issn:
- 1615-7591
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Dynamic parameter estimation and prediction over consecutive scales, based
on moving horizon estimation - applied to an industrial cell culture seed train
type: scientific_journal_article
user_id: '83781'
volume: 44
year: '2021'
...
---
_id: '2014'
abstract:
- lang: eng
text: Industrial applications are in transition towards modular and flexible architectures
that are capable of self-configuration and -optimisation. This is due to the demand
of mass customisation and the increasing complexity of industrial systems. The
conversion to modular systems is related to challenges in all disciplines. Consequently,
diverse tasks such as information processing, extensive networking, or system
monitoring using sensor and information fusion systems need to be reconsidered.
The focus of this contribution is on distributed sensor and information fusion
systems for system monitoring, which must reflect the increasing flexibility of
fusion systems. This contribution thus proposes an approach, which relies on a
network of self-descriptive intelligent sensor nodes, for the automatic design
and update of sensor and information fusion systems. This article encompasses
the fusion system configuration and adaptation as well as communication aspects.
Manual interaction with the flexibly changing system is reduced to a minimum.
article_number: '601'
author:
- first_name: Alexander
full_name: Fritze, Alexander
last_name: Fritze
- first_name: Uwe
full_name: Mönks, Uwe
id: '1825'
last_name: Mönks
- first_name: Christoph-Alexander
full_name: Holst, Christoph-Alexander
id: '64782'
last_name: Holst
- first_name: Volker
full_name: Lohweg, Volker
id: '1804'
last_name: Lohweg
orcid: 0000-0002-3325-7887
citation:
ama: Fritze A, Mönks U, Holst C-A, Lohweg V. An Approach to Automated Fusion System
Design and Adaptation. Sensors. 2017;17(3). doi: https://doi.org/10.3390/s17030601
apa: Fritze, A., Mönks, U., Holst, C.-A., & Lohweg, V. (2017). An Approach to
Automated Fusion System Design and Adaptation. Sensors, 17(3). https://doi.org/ https://doi.org/10.3390/s17030601
bjps: Fritze A et al. (2017) An Approach to Automated Fusion System
Design and Adaptation. Sensors 17.
chicago: Fritze, Alexander, Uwe Mönks, Christoph-Alexander Holst, and Volker Lohweg.
“An Approach to Automated Fusion System Design and Adaptation.” Sensors
17, no. 3 (2017). https://doi.org/
https://doi.org/10.3390/s17030601.
chicago-de: Fritze, Alexander, Uwe Mönks, Christoph-Alexander Holst und Volker Lohweg.
2017. An Approach to Automated Fusion System Design and Adaptation. Sensors
17, Nr. 3. doi:
https://doi.org/10.3390/s17030601, .
din1505-2-1: 'Fritze, Alexander ;
Mönks, Uwe ; Holst,
Christoph-Alexander ; Lohweg, Volker:
An Approach to Automated Fusion System Design and Adaptation. In: Sensors
Bd. 17 (2017), Nr. 3'
havard: A. Fritze, U. Mönks, C.-A. Holst, V. Lohweg, An Approach to Automated Fusion
System Design and Adaptation, Sensors. 17 (2017).
ieee: A. Fritze, U. Mönks, C.-A. Holst, and V. Lohweg, “An Approach to Automated
Fusion System Design and Adaptation,” Sensors, vol. 17, no. 3, 2017.
mla: Fritze, Alexander, et al. “An Approach to Automated Fusion System Design and
Adaptation.” Sensors, vol. 17, no. 3, 601, 2017, doi: https://doi.org/10.3390/s17030601.
short: A. Fritze, U. Mönks, C.-A. Holst, V. Lohweg, Sensors 17 (2017).
ufg: 'Fritze, Alexander et. al. (2017): An Approach to Automated Fusion System
Design and Adaptation, in: Sensors 17 (3).'
van: Fritze A, Mönks U, Holst C-A, Lohweg V. An Approach to Automated Fusion System
Design and Adaptation. Sensors. 2017;17(3).
date_created: 2019-11-25T08:52:14Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: ' https://doi.org/10.3390/s17030601'
intvolume: ' 17'
issue: '3'
keyword:
- information fusion
- intelligent sensor
- knowledge-based system
- self-configuration
- sensor fusion
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/1424-8220/17/3/601/htm
oa: '1'
publication: Sensors
publication_identifier:
issn:
- 1424-8220
publication_status: published
status: public
title: An Approach to Automated Fusion System Design and Adaptation
type: journal_article
user_id: '15514'
volume: 17
year: 2017
...
---
_id: '4674'
abstract:
- lang: eng
text: More and more knowledge-based enterprises start to integrate Ambient Intelligence
technologies into their business processes. While the usage of such technologies
can lead to considerable benefits in a variety of business areas, the envisioned
applications have to meet fundamental user needs, otherwise the negative side
effects will overshadow the prospective benefits. This paper illustrates the benefits
as well as potential risks of implementing Ambient Intelligence applications in
knowledge-based enterprises and identifies the crucial aspects of successful system
design.
author:
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Röcker C. Toward Smart Office Environments - Benefits and Drawbacks of Using
Ambient Intelligence Technologies in Knowledge-Based Enterprises. In: Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, Pp. 17 - 21. ; 2009:17-21.'
apa: Röcker, C. (2009). Toward Smart Office Environments - Benefits and Drawbacks
of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises. In
Proceedings of the International Conference on Economics, Business, Management
and Marketing (EBMM’09), October 9 -11, Singapore, pp. 17 - 21 (pp. 17–21).
Signapore.
bjps: Röcker C (2009) Toward Smart Office Environments - Benefits and Drawbacks
of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises. Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, Pp. 17 - 21. pp. 17–21.
chicago: Röcker, Carsten. “Toward Smart Office Environments - Benefits and Drawbacks
of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises.” In
Proceedings of the International Conference on Economics, Business, Management
and Marketing (EBMM’09), October 9 -11, Singapore, Pp. 17 - 21, 17–21, 2009.
chicago-de: 'Röcker, Carsten. 2009. Toward Smart Office Environments - Benefits
and Drawbacks of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises.
In: Proceedings of the International Conference on Economics, Business, Management
and Marketing (EBMM’09), October 9 -11, Singapore, pp. 17 - 21, 17–21.'
din1505-2-1: 'Röcker, Carsten: Toward
Smart Office Environments - Benefits and Drawbacks of Using Ambient Intelligence
Technologies in Knowledge-Based Enterprises. In: Proceedings of the International
Conference on Economics, Business, Management and Marketing (EBMM’09), October
9 -11, Singapore, pp. 17 - 21, 2009, S. 17–21'
havard: 'C. Röcker, Toward Smart Office Environments - Benefits and Drawbacks of
Using Ambient Intelligence Technologies in Knowledge-Based Enterprises, in: Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, Pp. 17 - 21, 2009: pp. 17–21.'
ieee: C. Röcker, “Toward Smart Office Environments - Benefits and Drawbacks of Using
Ambient Intelligence Technologies in Knowledge-Based Enterprises,” in Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, pp. 17 - 21, Signapore, 2009, pp. 17–21.
mla: Röcker, Carsten. “Toward Smart Office Environments - Benefits and Drawbacks
of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises.” Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, Pp. 17 - 21, 2009, pp. 17–21.
short: 'C. Röcker, in: Proceedings of the International Conference on Economics,
Business, Management and Marketing (EBMM’09), October 9 -11, Singapore, Pp. 17
- 21, 2009, pp. 17–21.'
ufg: 'Röcker, Carsten (2009): Toward Smart Office Environments - Benefits
and Drawbacks of Using Ambient Intelligence Technologies in Knowledge-Based Enterprises,
in: Proceedings of the International Conference on Economics, Business, Management
and Marketing (EBMM’09), October 9 -11, Singapore, pp. 17 - 21, S. 17–21.'
van: 'Röcker C. Toward Smart Office Environments - Benefits and Drawbacks of Using
Ambient Intelligence Technologies in Knowledge-Based Enterprises. In: Proceedings
of the International Conference on Economics, Business, Management and Marketing
(EBMM’09), October 9 -11, Singapore, pp 17 - 21. 2009. p. 17–21.'
conference:
end_date: 2009-10-11
location: Signapore
name: 'International Conference on Economics, Business, Management and Marketing
: EBMM 2009 '
start_date: 200910-09
date_created: 2021-01-28T11:53:47Z
date_updated: 2023-03-15T13:49:54Z
department:
- _id: DEP5023
extern: '1'
keyword:
- Ambient Intelligence
- Ubiquitous Computing
- Technology-Enhanced Environments
- Smart Spaces
- Intellectual Teamwork
- Knowledge-Based Enterprises
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 17-21
publication: Proceedings of the International Conference on Economics, Business, Management
and Marketing (EBMM'09), October 9 -11, Singapore, pp. 17 - 21
publication_identifier:
isbn:
- '978-9-8108-3816-4 '
publication_status: published
related_material:
link:
- relation: research_paper
url: https://www.researchgate.net/profile/Carsten_Roecker/publication/228732107_Toward_Smart_Office_Environments-Benefits_and_Drawbacks_of_Using_Ambient_Intelligence_Technologies_in_Knowledge-Based_Enterprises/links/0f317535a2476a6c95000000/Toward-Smart-Office-Environments-Benefits-and-Drawbacks-of-Using-Ambient-Intelligence-Technologies-in-Knowledge-Based-Enterprises.pdf
status: public
title: Toward Smart Office Environments - Benefits and Drawbacks of Using Ambient
Intelligence Technologies in Knowledge-Based Enterprises
type: conference
user_id: '15514'
year: 2009
...
---
_id: '622'
abstract:
- lang: eng
text: The objective of this paper is to depict the knowledge array of standards.
This is done by identifying and analyzing external effects, specifically spillover
effects. The database used is Perinorm. We use a cluster analysis in order to
create groups of technology fields for German standards according to the fields
of the International Classification of Standards. Methodologically, the distances
between these objects or clusters are defined by the chosen distance measure,
which in turn is determined by the sum of their cross references. The applied
joining clustering method uses these distances between the objects and allows
the data to be mapped within a two dimensional space. The results of this mapping
show the existence of structures within the standards data fitting to the well-known
structure of patent spillovers.
article_type: original
author:
- first_name: Thilo Gerhard
full_name: Gamber, Thilo Gerhard
id: '71451'
last_name: Gamber
- first_name: MNonika
full_name: Friedrich-Nishio, MNonika
last_name: Friedrich-Nishio
- first_name: Hariolf
full_name: Grupp, Hariolf
last_name: Grupp
citation:
ama: 'Gamber TG, Friedrich-Nishio Mn, Grupp H. Science and Technology in Standardization:
a Statistical Analysis of Merging Knowledge Structures. Scientometrics.
2008;74(1):89-108. doi:https://doi.org/10.1007/s11192-008-0105-4'
apa: 'Gamber, T. G., Friedrich-Nishio, Mn., & Grupp, H. (2008). Science and
Technology in Standardization: a Statistical Analysis of Merging Knowledge Structures.
Scientometrics, 74(1), 89–108. https://doi.org/10.1007/s11192-008-0105-4'
bjps: 'Gamber TG, Friedrich-Nishio Mn and Grupp H (2008) Science and Technology
in Standardization: A Statistical Analysis of Merging Knowledge Structures. Scientometrics
74, 89–108.'
chicago: 'Gamber, Thilo Gerhard, MNonika Friedrich-Nishio, and Hariolf Grupp. “Science
and Technology in Standardization: A Statistical Analysis of Merging Knowledge
Structures.” Scientometrics 74, no. 1 (2008): 89–108. https://doi.org/10.1007/s11192-008-0105-4.'
chicago-de: 'Gamber, Thilo Gerhard, MNonika Friedrich-Nishio und Hariolf Grupp.
2008. Science and Technology in Standardization: a Statistical Analysis of Merging
Knowledge Structures. Scientometrics 74, Nr. 1: 89–108. doi:https://doi.org/10.1007/s11192-008-0105-4,
.'
din1505-2-1: 'Gamber, Thilo Gerhard
; Friedrich-Nishio, MNonika ; Grupp, Hariolf: Science and Technology
in Standardization: a Statistical Analysis of Merging Knowledge Structures. In:
Scientometrics Bd. 74. Berlin, Springer (2008), Nr. 1, S. 89–108'
havard: 'T.G. Gamber, Mn. Friedrich-Nishio, H. Grupp, Science and Technology in
Standardization: a Statistical Analysis of Merging Knowledge Structures, Scientometrics.
74 (2008) 89–108.'
ieee: 'T. G. Gamber, Mn. Friedrich-Nishio, and H. Grupp, “Science and Technology
in Standardization: a Statistical Analysis of Merging Knowledge Structures,” Scientometrics,
vol. 74, no. 1, pp. 89–108, 2008.'
mla: 'Gamber, Thilo Gerhard, et al. “Science and Technology in Standardization:
A Statistical Analysis of Merging Knowledge Structures.” Scientometrics,
vol. 74, no. 1, Springer, 2008, pp. 89–108, doi:https://doi.org/10.1007/s11192-008-0105-4.'
short: T.G. Gamber, Mn. Friedrich-Nishio, H. Grupp, Scientometrics 74 (2008) 89–108.
ufg: 'Gamber, Thilo Gerhard et. al. (2008): Science and Technology in Standardization:
a Statistical Analysis of Merging Knowledge Structures, in: Scientometrics
74 (1), S. 89–108.'
van: 'Gamber TG, Friedrich-Nishio Mn, Grupp H. Science and Technology in Standardization:
a Statistical Analysis of Merging Knowledge Structures. Scientometrics. 2008;74(1):89–108.'
date_created: 2019-03-04T13:54:13Z
date_updated: 2023-03-15T13:50:04Z
doi: https://doi.org/10.1007/s11192-008-0105-4
extern: '1'
intvolume: ' 74'
issue: '1'
keyword:
- Total Factor Productivity
- Technological Progress
- Spillover Effect
- Knowledge Spillover
- European Standard
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007%2Fs11192-008-0105-4.pdf
oa: '1'
page: 89-108
place: Berlin
publication: Scientometrics
publication_identifier:
eissn:
- 1588-2861
issn:
- 0138-9130
publication_status: published
publisher: Springer
status: public
title: 'Science and Technology in Standardization: a Statistical Analysis of Merging
Knowledge Structures'
type: journal_article
user_id: '74004'
volume: 74
year: 2008
...
---
_id: '4175'
abstract:
- lang: eng
text: '{The environmental labour market in the Czech Republic, Germany, Italy, Sweden
and the Netherlands was evaluated by analysing up to 120 job advertisements in
each country. The conditions and requirements were grouped into 11 categories
showing clear similarities and differences between the five countries. Further
evaluation of the data gives evidence that the private sector plays a significant
role for technical environmental professionals in Europe. As a central task, conclusions
regarding degree and knowledge requirements, respectively, and the importance
of a variety of skills are drawn. Suggestions are made how the findings can be
accounted for in environmental curricula. Furthermore the role of networks for
the graduates'' entry into the labour market is emphazised.}'
author:
- first_name: Joachim
full_name: Fettig, Joachim
id: '21018'
last_name: Fettig
citation:
ama: Fettig J. Some aspects of the environmental labour market in five European
countries and conclusions with respect to environmental curricula. Water Science
and Technology. 2004;49(8):109-116. doi:10.2166/wst.2004.0500
apa: Fettig, J. (2004). Some aspects of the environmental labour market in five
European countries and conclusions with respect to environmental curricula. Water
Science and Technology, 49(8), 109–116. https://doi.org/10.2166/wst.2004.0500
bjps: Fettig J (2004) Some Aspects of the Environmental Labour Market in
Five European Countries and Conclusions with Respect to Environmental Curricula.
Water Science and Technology 49, 109–116.
chicago: 'Fettig, Joachim. “Some Aspects of the Environmental Labour Market in Five
European Countries and Conclusions with Respect to Environmental Curricula.” Water
Science and Technology 49, no. 8 (2004): 109–16. https://doi.org/10.2166/wst.2004.0500.'
chicago-de: 'Fettig, Joachim. 2004. Some aspects of the environmental labour market
in five European countries and conclusions with respect to environmental curricula.
Water Science and Technology 49, Nr. 8: 109–116. doi:10.2166/wst.2004.0500,
.'
din1505-2-1: 'Fettig, Joachim: Some
aspects of the environmental labour market in five European countries and conclusions
with respect to environmental curricula. In: Water Science and Technology
Bd. 49. London, UK, IWA Publishing (2004), Nr. 8, S. 109–116'
havard: J. Fettig, Some aspects of the environmental labour market in five European
countries and conclusions with respect to environmental curricula, Water Science
and Technology. 49 (2004) 109–116.
ieee: J. Fettig, “Some aspects of the environmental labour market in five European
countries and conclusions with respect to environmental curricula,” Water Science
and Technology, vol. 49, no. 8, pp. 109–116, 2004.
mla: Fettig, Joachim. “Some Aspects of the Environmental Labour Market in Five European
Countries and Conclusions with Respect to Environmental Curricula.” Water Science
and Technology, vol. 49, no. 8, IWA Publishing, 2004, pp. 109–16, doi:10.2166/wst.2004.0500.
short: J. Fettig, Water Science and Technology 49 (2004) 109–116.
ufg: 'Fettig, Joachim (2004): Some aspects of the environmental labour market
in five European countries and conclusions with respect to environmental curricula,
in: Water Science and Technology 49 (8), S. 109–116.'
van: Fettig J. Some aspects of the environmental labour market in five European
countries and conclusions with respect to environmental curricula. Water Science
and Technology. 2004;49(8):109–16.
date_created: 2020-12-04T12:12:52Z
date_updated: 2023-03-15T13:49:50Z
department:
- _id: DEP8020
doi: 10.2166/wst.2004.0500
intvolume: ' 49'
issue: '8'
keyword:
- Environmental curricula
- knowledge requirements
- labour market
- professional skills
language:
- iso: eng
main_file_link:
- url: https://iwaponline.com/wst/article-abstract/49/8/109/10524/Some-aspects-of-the-environmental-labour-market-in?redirectedFrom=fulltext
page: 109-116
place: London, UK
publication: Water Science and Technology
publication_identifier:
issn:
- 0273-1223
publication_status: published
publisher: IWA Publishing
status: public
title: Some aspects of the environmental labour market in five European countries
and conclusions with respect to environmental curricula
type: journal_article
user_id: '74004'
volume: 49
year: 2004
...