---
_id: '33150'
abstract:
- lang: eng
text: In this article, we build on previous work to present an optimization algorithm
for nonlinearly constrained multi-objective optimization problems. The algorithm
combines a surrogate-assisted derivative-free trust-region approach with the filter
method known from single-objective optimization. Instead of the true objective
and constraint functions, so-called fully linear models are employed and we show
how to deal with the gradient inexactness in the composite step setting, adapted
from single-objective optimization as well. Under standard assumptions, we prove
convergence of a subset of iterates to a quasi-stationary point and if constraint
qualifications hold, then the limit point is also a KKT-point of the multi-objective
problem.
author:
- first_name: Manuel Bastian
full_name: Berkemeier, Manuel Bastian
id: '51701'
last_name: Berkemeier
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Berkemeier MB, Peitz S. Multi-Objective Trust-Region Filter Method for Nonlinear
Constraints using Inexact Gradients. arXiv:220812094. Published online
2022.
apa: Berkemeier, M. B., & Peitz, S. (2022). Multi-Objective Trust-Region Filter
Method for Nonlinear Constraints using Inexact Gradients. In arXiv:2208.12094.
bibtex: '@article{Berkemeier_Peitz_2022, title={Multi-Objective Trust-Region Filter
Method for Nonlinear Constraints using Inexact Gradients}, journal={arXiv:2208.12094},
author={Berkemeier, Manuel Bastian and Peitz, Sebastian}, year={2022} }'
chicago: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Multi-Objective Trust-Region
Filter Method for Nonlinear Constraints Using Inexact Gradients.” ArXiv:2208.12094,
2022.
ieee: M. B. Berkemeier and S. Peitz, “Multi-Objective Trust-Region Filter Method
for Nonlinear Constraints using Inexact Gradients,” arXiv:2208.12094. 2022.
mla: Berkemeier, Manuel Bastian, and Sebastian Peitz. “Multi-Objective Trust-Region
Filter Method for Nonlinear Constraints Using Inexact Gradients.” ArXiv:2208.12094,
2022.
short: M.B. Berkemeier, S. Peitz, ArXiv:2208.12094 (2022).
date_created: 2022-08-26T06:08:06Z
date_updated: 2022-08-26T06:12:10Z
department:
- _id: '101'
- _id: '655'
external_id:
arxiv:
- '2208.12094'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2208.12094
oa: '1'
publication: arXiv:2208.12094
status: public
title: Multi-Objective Trust-Region Filter Method for Nonlinear Constraints using
Inexact Gradients
type: preprint
user_id: '47427'
year: '2022'
...
---
_id: '33230'
author:
- first_name: Joshua J.
full_name: Daymude, Joshua J.
last_name: Daymude
- first_name: Andréa W.
full_name: Richa, Andréa W.
last_name: Richa
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
citation:
ama: 'Daymude JJ, Richa AW, Scheideler C. Local Mutual Exclusion for Dynamic, Anonymous,
Bounded Memory Message Passing Systems. In: Aspnes J, Michail O, eds. 1st Symposium
on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022,
Virtual Conference. Vol 221. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für
Informatik; 2022:12:1–12:19. doi:10.4230/LIPIcs.SAND.2022.12'
apa: Daymude, J. J., Richa, A. W., & Scheideler, C. (2022). Local Mutual Exclusion
for Dynamic, Anonymous, Bounded Memory Message Passing Systems. In J. Aspnes &
O. Michail (Eds.), 1st Symposium on Algorithmic Foundations of Dynamic Networks,
SAND 2022, March 28-30, 2022, Virtual Conference (Vol. 221, p. 12:1–12:19).
Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SAND.2022.12
bibtex: '@inproceedings{Daymude_Richa_Scheideler_2022, series={LIPIcs}, title={Local
Mutual Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing Systems},
volume={221}, DOI={10.4230/LIPIcs.SAND.2022.12},
booktitle={1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND
2022, March 28-30, 2022, Virtual Conference}, publisher={Schloss Dagstuhl - Leibniz-Zentrum
für Informatik}, author={Daymude, Joshua J. and Richa, Andréa W. and Scheideler,
Christian}, editor={Aspnes, James and Michail, Othon}, year={2022}, pages={12:1–12:19},
collection={LIPIcs} }'
chicago: Daymude, Joshua J., Andréa W. Richa, and Christian Scheideler. “Local Mutual
Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing Systems.” In
1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March
28-30, 2022, Virtual Conference, edited by James Aspnes and Othon Michail,
221:12:1–12:19. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
https://doi.org/10.4230/LIPIcs.SAND.2022.12.
ieee: 'J. J. Daymude, A. W. Richa, and C. Scheideler, “Local Mutual Exclusion for
Dynamic, Anonymous, Bounded Memory Message Passing Systems,” in 1st Symposium
on Algorithmic Foundations of Dynamic Networks, SAND 2022, March 28-30, 2022,
Virtual Conference, 2022, vol. 221, p. 12:1–12:19, doi: 10.4230/LIPIcs.SAND.2022.12.'
mla: Daymude, Joshua J., et al. “Local Mutual Exclusion for Dynamic, Anonymous,
Bounded Memory Message Passing Systems.” 1st Symposium on Algorithmic Foundations
of Dynamic Networks, SAND 2022, March 28-30, 2022, Virtual Conference, edited
by James Aspnes and Othon Michail, vol. 221, Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2022, p. 12:1–12:19, doi:10.4230/LIPIcs.SAND.2022.12.
short: 'J.J. Daymude, A.W. Richa, C. Scheideler, in: J. Aspnes, O. Michail (Eds.),
1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022, March
28-30, 2022, Virtual Conference, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2022, p. 12:1–12:19.'
date_created: 2022-08-30T06:31:21Z
date_updated: 2022-08-30T06:33:44Z
department:
- _id: '79'
doi: 10.4230/LIPIcs.SAND.2022.12
editor:
- first_name: James
full_name: Aspnes, James
last_name: Aspnes
- first_name: Othon
full_name: Michail, Othon
last_name: Michail
intvolume: ' 221'
language:
- iso: eng
page: 12:1–12:19
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '2'
name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
name: 'SFB 901 - A1: SFB 901 - Subproject A1'
publication: 1st Symposium on Algorithmic Foundations of Dynamic Networks, SAND 2022,
March 28-30, 2022, Virtual Conference
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
series_title: LIPIcs
status: public
title: Local Mutual Exclusion for Dynamic, Anonymous, Bounded Memory Message Passing
Systems
type: conference
user_id: '15504'
volume: 221
year: '2022'
...
---
_id: '33240'
author:
- first_name: Thorsten
full_name: Götte, Thorsten
id: '34727'
last_name: Götte
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
citation:
ama: 'Götte T, Scheideler C. Brief Announcement: The (Limited) Power of Multiple
Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience
through Collusion. In: Agrawal K, Lee I-TA, eds. SPAA ’22: 34th ACM Symposium
on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11
- 14, 2022. ACM; 2022:99–101. doi:10.1145/3490148.3538556'
apa: 'Götte, T., & Scheideler, C. (2022). Brief Announcement: The (Limited)
Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
Resilience through Collusion. In K. Agrawal & I.-T. A. Lee (Eds.), SPAA
’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia,
PA, USA, July 11 - 14, 2022 (pp. 99–101). ACM. https://doi.org/10.1145/3490148.3538556'
bibtex: '@inproceedings{Götte_Scheideler_2022, title={Brief Announcement: The (Limited)
Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
Resilience through Collusion}, DOI={10.1145/3490148.3538556},
booktitle={SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures,
Philadelphia, PA, USA, July 11 - 14, 2022}, publisher={ACM}, author={Götte, Thorsten
and Scheideler, Christian}, editor={Agrawal, Kunal and Lee, I-Ting Angelina},
year={2022}, pages={99–101} }'
chicago: 'Götte, Thorsten, and Christian Scheideler. “Brief Announcement: The (Limited)
Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
Resilience through Collusion.” In SPAA ’22: 34th ACM Symposium on Parallelism
in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022,
edited by Kunal Agrawal and I-Ting Angelina Lee, 99–101. ACM, 2022. https://doi.org/10.1145/3490148.3538556.'
ieee: 'T. Götte and C. Scheideler, “Brief Announcement: The (Limited) Power of Multiple
Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience
through Collusion,” in SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms
and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022, 2022, pp. 99–101,
doi: 10.1145/3490148.3538556.'
mla: 'Götte, Thorsten, and Christian Scheideler. “Brief Announcement: The (Limited)
Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved
Resilience through Collusion.” SPAA ’22: 34th ACM Symposium on Parallelism
in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022,
edited by Kunal Agrawal and I-Ting Angelina Lee, ACM, 2022, pp. 99–101, doi:10.1145/3490148.3538556.'
short: 'T. Götte, C. Scheideler, in: K. Agrawal, I.-T.A. Lee (Eds.), SPAA ’22: 34th
ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA,
USA, July 11 - 14, 2022, ACM, 2022, pp. 99–101.'
date_created: 2022-09-01T07:55:00Z
date_updated: 2022-09-01T07:57:53Z
department:
- _id: '79'
doi: 10.1145/3490148.3538556
editor:
- first_name: Kunal
full_name: Agrawal, Kunal
last_name: Agrawal
- first_name: I-Ting Angelina
full_name: Lee, I-Ting Angelina
last_name: Lee
language:
- iso: eng
page: 99–101
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication: 'SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures,
Philadelphia, PA, USA, July 11 - 14, 2022'
publisher: ACM
status: public
title: 'Brief Announcement: The (Limited) Power of Multiple Identities: Asynchronous
Byzantine Reliable Broadcast with Improved Resilience through Collusion'
type: conference
user_id: '15504'
year: '2022'
...
---
_id: '30941'
abstract:
- lang: eng
text: "Decision support systems are crucial in helping decision makers to quickly
identify optimal business decisions in increasingly volatile and complex business
environments. However, the ideal DSS for one decision maker may not optimally
address the requirements for decision support of another decision maker. This
is due to differences between\r\ndecision makers in business goals, regulatory
restrictions or availability of resources such as data. By using a suboptimal
DSS, decision makers risk implementing suboptimal decision recommendations which
endanger the success of their business. This presents DSS developers with the
challenge to implement a customizable DSS which can be tailored to the individual
requirements for decision support of a single decision maker. In order to address
this challenge, we suggest a decision support ecosystem in which DSS developers,
decision makers and other domain experts collaborate using a shared platform to
provide and combine reusable decision support services into a tailored DSS. The
contribution of our paper is twofold: First, we define the concept of a decision
support ecosystem with respect to existing digital business ecosystems and discuss
expected benefits and challenges. Second, we present a reference architecture
for a shared platform supporting the realization of a decision support ecosystem.
We demonstrate our contributions in the example application domain of regional
energy distribution network planning."
author:
- first_name: Jonas
full_name: Kirchhoff, Jonas
id: '39928'
last_name: Kirchhoff
- first_name: Christoph
full_name: Weskamp, Christoph
last_name: Weskamp
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Kirchhoff J, Weskamp C, Engels G. Decision Support Ecosystems: Definition and
Platform Architecture. In: Decision Support Systems XII: Decision Support Addressing
Modern Industry, Business, and Societal Needs. Vol 447. Lecture Notes in Business
Information Processing . Springer; 2022. doi:10.1007/978-3-031-06530-9_8'
apa: 'Kirchhoff, J., Weskamp, C., & Engels, G. (2022). Decision Support Ecosystems:
Definition and Platform Architecture. In Decision Support Systems XII: Decision
Support Addressing Modern Industry, Business, and Societal Needs (Vol. 447).
Springer. https://doi.org/10.1007/978-3-031-06530-9_8'
bibtex: '@inbook{Kirchhoff_Weskamp_Engels_2022, series={Lecture Notes in Business
Information Processing }, title={Decision Support Ecosystems: Definition and Platform
Architecture}, volume={447}, DOI={10.1007/978-3-031-06530-9_8},
booktitle={Decision Support Systems XII: Decision Support Addressing Modern Industry,
Business, and Societal Needs}, publisher={Springer}, author={Kirchhoff, Jonas
and Weskamp, Christoph and Engels, Gregor}, year={2022}, collection={Lecture Notes
in Business Information Processing } }'
chicago: 'Kirchhoff, Jonas, Christoph Weskamp, and Gregor Engels. “Decision Support
Ecosystems: Definition and Platform Architecture.” In Decision Support Systems
XII: Decision Support Addressing Modern Industry, Business, and Societal Needs,
Vol. 447. Lecture Notes in Business Information Processing . Springer, 2022. https://doi.org/10.1007/978-3-031-06530-9_8.'
ieee: 'J. Kirchhoff, C. Weskamp, and G. Engels, “Decision Support Ecosystems: Definition
and Platform Architecture,” in Decision Support Systems XII: Decision Support
Addressing Modern Industry, Business, and Societal Needs, vol. 447, Springer,
2022.'
mla: 'Kirchhoff, Jonas, et al. “Decision Support Ecosystems: Definition and Platform
Architecture.” Decision Support Systems XII: Decision Support Addressing Modern
Industry, Business, and Societal Needs, vol. 447, Springer, 2022, doi:10.1007/978-3-031-06530-9_8.'
short: 'J. Kirchhoff, C. Weskamp, G. Engels, in: Decision Support Systems XII: Decision
Support Addressing Modern Industry, Business, and Societal Needs, Springer, 2022.'
conference:
name: 8th International Conference on Decision Support System Technology (ICDSST'22)
date_created: 2022-04-25T11:33:09Z
date_updated: 2022-09-07T08:56:38Z
ddc:
- '000'
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-06530-9_8
file:
- access_level: closed
content_type: application/pdf
creator: jonaskir
date_created: 2022-04-25T11:34:18Z
date_updated: 2022-04-25T11:34:18Z
file_id: '30942'
file_name: ICDSST22_5504_Paper.pdf
file_size: 425852
relation: main_file
success: 1
file_date_updated: 2022-04-25T11:34:18Z
has_accepted_license: '1'
intvolume: ' 447'
language:
- iso: eng
publication: 'Decision Support Systems XII: Decision Support Addressing Modern Industry,
Business, and Societal Needs'
publisher: Springer
series_title: 'Lecture Notes in Business Information Processing '
status: public
title: 'Decision Support Ecosystems: Definition and Platform Architecture'
type: book_chapter
user_id: '39928'
volume: 447
year: '2022'
...
---
_id: '33281'
abstract:
- lang: eng
text: Corporate decision makers have individual requirements for decision support
influenced by business goals, regulatory restrictions or access to resources such
as data. Ideally, decision makers could quickly create tailored decision support
systems (DSS) themselves which optimally address their individual requirements
for decision support. Although service-oriented architectures have been proposed
for DSS customization, they are primarily targeting trained software developers
and cannot immediately be adapted by decision makers or domain experts with little
to no software development knowledge. In this paper, we therefore motivate an
assisted process-based service composition approach which can be used by non-developers
to create tailored DSS. For assistance during service composition, we contribute
a meta-model for the formalization of both decision support requirements and functionality
of decision support services. Models created according to the meta-model can be
used to detect mismatches between a decision maker’s requirements for decision
support and services selected in the service composition representing a DSS. Furthermore,
the formalizations may even be used for automated service composition given a
decision maker’s decision support requirements. We demonstrate the expressiveness
of our meta-model in the domain of regional energy distribution network planning.
author:
- first_name: Jonas
full_name: Kirchhoff, Jonas
id: '39928'
last_name: Kirchhoff
- first_name: Christoph
full_name: Weskamp, Christoph
last_name: Weskamp
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Kirchhoff J, Weskamp C, Engels G. Requirements-Based Composition of Tailored
Decision Support Systems. In: Bernhaupt R, Ardito C, Sauer S, eds. Human-Centered
Software Engineering. Vol 13482. Lecture Notes in Computer Science . Springer
International Publishing; 2022:150–162. doi:10.1007/978-3-031-14785-2_10'
apa: Kirchhoff, J., Weskamp, C., & Engels, G. (2022). Requirements-Based Composition
of Tailored Decision Support Systems. In R. Bernhaupt, C. Ardito, & S. Sauer
(Eds.), Human-Centered Software Engineering (Vol. 13482, pp. 150–162).
Springer International Publishing. https://doi.org/10.1007/978-3-031-14785-2_10
bibtex: '@inproceedings{Kirchhoff_Weskamp_Engels_2022, place={Cham}, series={Lecture
Notes in Computer Science }, title={Requirements-Based Composition of Tailored
Decision Support Systems}, volume={13482}, DOI={10.1007/978-3-031-14785-2_10},
booktitle={Human-Centered Software Engineering}, publisher={Springer International
Publishing}, author={Kirchhoff, Jonas and Weskamp, Christoph and Engels, Gregor},
editor={Bernhaupt, Regina and Ardito, Carmelo and Sauer, Stefan}, year={2022},
pages={150–162}, collection={Lecture Notes in Computer Science } }'
chicago: 'Kirchhoff, Jonas, Christoph Weskamp, and Gregor Engels. “Requirements-Based
Composition of Tailored Decision Support Systems.” In Human-Centered Software
Engineering, edited by Regina Bernhaupt, Carmelo Ardito, and Stefan Sauer,
13482:150–162. Lecture Notes in Computer Science . Cham: Springer International
Publishing, 2022. https://doi.org/10.1007/978-3-031-14785-2_10.'
ieee: 'J. Kirchhoff, C. Weskamp, and G. Engels, “Requirements-Based Composition
of Tailored Decision Support Systems,” in Human-Centered Software Engineering,
2022, vol. 13482, pp. 150–162, doi: 10.1007/978-3-031-14785-2_10.'
mla: Kirchhoff, Jonas, et al. “Requirements-Based Composition of Tailored Decision
Support Systems.” Human-Centered Software Engineering, edited by Regina
Bernhaupt et al., vol. 13482, Springer International Publishing, 2022, pp. 150–162,
doi:10.1007/978-3-031-14785-2_10.
short: 'J. Kirchhoff, C. Weskamp, G. Engels, in: R. Bernhaupt, C. Ardito, S. Sauer
(Eds.), Human-Centered Software Engineering, Springer International Publishing,
Cham, 2022, pp. 150–162.'
conference:
name: Human-Centered Software Engineering
date_created: 2022-09-07T08:35:38Z
date_updated: 2022-09-07T08:55:43Z
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-14785-2_10
editor:
- first_name: Regina
full_name: Bernhaupt, Regina
last_name: Bernhaupt
- first_name: Carmelo
full_name: Ardito, Carmelo
last_name: Ardito
- first_name: Stefan
full_name: Sauer, Stefan
last_name: Sauer
intvolume: ' 13482'
language:
- iso: eng
page: 150–162
place: Cham
publication: Human-Centered Software Engineering
publication_identifier:
isbn:
- 978-3-031-14785-2
publisher: Springer International Publishing
series_title: 'Lecture Notes in Computer Science '
status: public
title: Requirements-Based Composition of Tailored Decision Support Systems
type: conference
user_id: '39928'
volume: 13482
year: '2022'
...
---
_id: '29872'
author:
- first_name: Marten
full_name: Maack, Marten
id: '88252'
last_name: Maack
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
- first_name: Simon
full_name: Pukrop, Simon
id: '44428'
last_name: Pukrop
citation:
ama: 'Maack M, Meyer auf der Heide F, Pukrop S. Server Cloud Scheduling. In: Approximation
and Online Algorithms. Springer International Publishing; 2022. doi:10.1007/978-3-030-92702-8_10'
apa: Maack, M., Meyer auf der Heide, F., & Pukrop, S. (2022). Server Cloud Scheduling.
In Approximation and Online Algorithms. Springer International Publishing.
https://doi.org/10.1007/978-3-030-92702-8_10
bibtex: '@inbook{Maack_Meyer auf der Heide_Pukrop_2022, place={Cham}, title={Server
Cloud Scheduling}, DOI={10.1007/978-3-030-92702-8_10},
booktitle={Approximation and Online Algorithms}, publisher={Springer International
Publishing}, author={Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop,
Simon}, year={2022} }'
chicago: 'Maack, Marten, Friedhelm Meyer auf der Heide, and Simon Pukrop. “Server
Cloud Scheduling.” In Approximation and Online Algorithms. Cham: Springer
International Publishing, 2022. https://doi.org/10.1007/978-3-030-92702-8_10.'
ieee: 'M. Maack, F. Meyer auf der Heide, and S. Pukrop, “Server Cloud Scheduling,”
in Approximation and Online Algorithms, Cham: Springer International Publishing,
2022.'
mla: Maack, Marten, et al. “Server Cloud Scheduling.” Approximation and Online
Algorithms, Springer International Publishing, 2022, doi:10.1007/978-3-030-92702-8_10.
short: 'M. Maack, F. Meyer auf der Heide, S. Pukrop, in: Approximation and Online
Algorithms, Springer International Publishing, Cham, 2022.'
date_created: 2022-02-18T09:31:54Z
date_updated: 2022-09-27T15:03:13Z
department:
- _id: '63'
doi: 10.1007/978-3-030-92702-8_10
language:
- iso: eng
place: Cham
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: Approximation and Online Algorithms
publication_identifier:
isbn:
- '9783030927011'
- '9783030927028'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: Server Cloud Scheduling
type: book_chapter
user_id: '44428'
year: '2022'
...
---
_id: '33503'
author:
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Theresa
full_name: Aring, Theresa
last_name: Aring
- first_name: Daniela
full_name: Hobscheidt, Daniela
last_name: Hobscheidt
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Gabriel S, Aring T, Hobscheidt D, Kühn A, Dumitrescu R. Handlungsfelder für
die KI-Einführung in der Arbeitswelt produzierender Unternehmen. In: Gesellschaft
für Arbeitswissenschaft e.V., ed. Tagungsband Des 68. Frühjahrskongress Der
Gesellschaft Für Arbeitswissenschaft. GfA-Press; 2022.'
apa: Gabriel, S., Aring, T., Hobscheidt, D., Kühn, A., & Dumitrescu, R. (2022).
Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen.
In Gesellschaft für Arbeitswissenschaft e.V. (Ed.), Tagungsband des 68. Frühjahrskongress
der Gesellschaft für Arbeitswissenschaft. GfA-Press.
bibtex: '@inproceedings{Gabriel_Aring_Hobscheidt_Kühn_Dumitrescu_2022, place={Sankt
Augustin}, title={Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender
Unternehmen}, booktitle={Tagungsband des 68. Frühjahrskongress der Gesellschaft
für Arbeitswissenschaft}, publisher={GfA-Press}, author={Gabriel, Stefan and Aring,
Theresa and Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman}, editor={Gesellschaft
für Arbeitswissenschaft e.V.}, year={2022} }'
chicago: 'Gabriel, Stefan, Theresa Aring, Daniela Hobscheidt, Arno Kühn, and Roman
Dumitrescu. “Handlungsfelder Für Die KI-Einführung in Der Arbeitswelt Produzierender
Unternehmen.” In Tagungsband Des 68. Frühjahrskongress Der Gesellschaft Für
Arbeitswissenschaft, edited by Gesellschaft für Arbeitswissenschaft e.V. Sankt
Augustin: GfA-Press, 2022.'
ieee: S. Gabriel, T. Aring, D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Handlungsfelder
für die KI-Einführung in der Arbeitswelt produzierender Unternehmen,” in Tagungsband
des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft, Magdeburg
02.03. - 04.03.2022, 2022.
mla: Gabriel, Stefan, et al. “Handlungsfelder Für Die KI-Einführung in Der Arbeitswelt
Produzierender Unternehmen.” Tagungsband Des 68. Frühjahrskongress Der Gesellschaft
Für Arbeitswissenschaft, edited by Gesellschaft für Arbeitswissenschaft e.V.,
GfA-Press, 2022.
short: 'S. Gabriel, T. Aring, D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Gesellschaft
für Arbeitswissenschaft e.V. (Ed.), Tagungsband Des 68. Frühjahrskongress Der
Gesellschaft Für Arbeitswissenschaft, GfA-Press, Sankt Augustin, 2022.'
conference:
end_date: 2022-03.04
location: Magdeburg 02.03. - 04.03.2022
name: 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft
start_date: 2022-03-02
corporate_editor:
- Gesellschaft für Arbeitswissenschaft e.V.
date_created: 2022-09-30T12:47:54Z
date_updated: 2022-09-30T12:48:29Z
department:
- _id: '563'
language:
- iso: eng
place: Sankt Augustin
publication: Tagungsband des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft
publisher: GfA-Press
status: public
title: Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33505'
author:
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Matthias
full_name: Günther, Matthias
last_name: Günther
- first_name: Fabian
full_name: Wyrwich, Fabian
last_name: Wyrwich
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Anacker H, Günther M, Wyrwich F, Dumitrescu R. Pattern based engineering of
System of Systems - a systematic literature review. In: 17th Annual System
of Systems Engineering Conference (SOSE). ; 2022:178-183. doi:10.1109/SOSE55472.2022.9812697'
apa: Anacker, H., Günther, M., Wyrwich, F., & Dumitrescu, R. (2022). Pattern
based engineering of System of Systems - a systematic literature review. 17th
Annual System of Systems Engineering Conference (SOSE), 178–183. https://doi.org/10.1109/SOSE55472.2022.9812697
bibtex: '@inproceedings{Anacker_Günther_Wyrwich_Dumitrescu_2022, title={Pattern
based engineering of System of Systems - a systematic literature review}, DOI={10.1109/SOSE55472.2022.9812697},
booktitle={17th Annual System of Systems Engineering Conference (SOSE)}, author={Anacker,
Harald and Günther, Matthias and Wyrwich, Fabian and Dumitrescu, Roman}, year={2022},
pages={178–183} }'
chicago: Anacker, Harald, Matthias Günther, Fabian Wyrwich, and Roman Dumitrescu.
“Pattern Based Engineering of System of Systems - a Systematic Literature Review.”
In 17th Annual System of Systems Engineering Conference (SOSE), 178–83,
2022. https://doi.org/10.1109/SOSE55472.2022.9812697.
ieee: 'H. Anacker, M. Günther, F. Wyrwich, and R. Dumitrescu, “Pattern based engineering
of System of Systems - a systematic literature review,” in 17th Annual System
of Systems Engineering Conference (SOSE), Rochester, NY, USA, 2022, pp. 178–183,
doi: 10.1109/SOSE55472.2022.9812697.'
mla: Anacker, Harald, et al. “Pattern Based Engineering of System of Systems - a
Systematic Literature Review.” 17th Annual System of Systems Engineering Conference
(SOSE), 2022, pp. 178–83, doi:10.1109/SOSE55472.2022.9812697.
short: 'H. Anacker, M. Günther, F. Wyrwich, R. Dumitrescu, in: 17th Annual System
of Systems Engineering Conference (SOSE), 2022, pp. 178–183.'
conference:
end_date: 2022-06-11
location: Rochester, NY, USA
name: IEEE International Conference on System of Systems Engineering (SoSE)
start_date: 2022-06-07
date_created: 2022-09-30T13:13:00Z
date_updated: 2022-09-30T13:13:05Z
department:
- _id: '563'
doi: 10.1109/SOSE55472.2022.9812697
language:
- iso: eng
page: 178-183
publication: 17th Annual System of Systems Engineering Conference (SOSE)
status: public
title: Pattern based engineering of System of Systems - a systematic literature review
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '31188'
author:
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Ulf
full_name: Könemann, Ulf
last_name: Könemann
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
citation:
ama: 'Anacker H, Dumitrescu R, Könemann U, Wilke D. Identification of stakeholder-specific
Systems Engineering competencies for industry. In: Proceedings of the 16th
Annual IEEE International Systems Conference. ; 2022.'
apa: Anacker, H., Dumitrescu, R., Könemann, U., & Wilke, D. (2022). Identification
of stakeholder-specific Systems Engineering competencies for industry. Proceedings
of the 16th Annual IEEE International Systems Conference. IEEE SysCon 2022,
Montreal, Canada.
bibtex: '@inproceedings{Anacker_Dumitrescu_Könemann_Wilke_2022, title={Identification
of stakeholder-specific Systems Engineering competencies for industry}, booktitle={
Proceedings of the 16th Annual IEEE International Systems Conference}, author={Anacker,
Harald and Dumitrescu, Roman and Könemann, Ulf and Wilke, Daria}, year={2022}
}'
chicago: Anacker, Harald, Roman Dumitrescu, Ulf Könemann, and Daria Wilke. “Identification
of Stakeholder-Specific Systems Engineering Competencies for Industry.” In
Proceedings of the 16th Annual IEEE International Systems Conference, 2022.
ieee: H. Anacker, R. Dumitrescu, U. Könemann, and D. Wilke, “Identification of stakeholder-specific
Systems Engineering competencies for industry,” presented at the IEEE SysCon 2022,
Montreal, Canada, 2022.
mla: Anacker, Harald, et al. “Identification of Stakeholder-Specific Systems Engineering
Competencies for Industry.” Proceedings of the 16th Annual IEEE International
Systems Conference, 2022.
short: 'H. Anacker, R. Dumitrescu, U. Könemann, D. Wilke, in: Proceedings of the
16th Annual IEEE International Systems Conference, 2022.'
conference:
end_date: 2022-04-28
location: Montreal, Canada
name: IEEE SysCon 2022
start_date: 2022-04-25
date_created: 2022-05-11T10:04:18Z
date_updated: 2022-09-30T12:52:13Z
department:
- _id: '563'
language:
- iso: eng
publication: ' Proceedings of the 16th Annual IEEE International Systems Conference'
status: public
title: Identification of stakeholder-specific Systems Engineering competencies for
industry
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33516'
author:
- first_name: 'Masud '
full_name: 'Fazal-Baqaie, Masud '
last_name: Fazal-Baqaie
- first_name: Oliver
full_name: Linssen, Oliver
last_name: Linssen
- first_name: Alexander
full_name: Volland, Alexander
last_name: Volland
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Martin
full_name: Engstler, Martin
last_name: Engstler
- first_name: Martin
full_name: Bertram, Martin
last_name: Bertram
- first_name: Axel
full_name: Kalenborn, Axel
last_name: Kalenborn
citation:
ama: Fazal-Baqaie M, Linssen O, Volland A, et al. Projektmanagement Und Vorgehensmodelle
2022. Virtuelle Zusammenarbeit Und Verlorene Kulturen? Vol P 327. Gesellschaft
für Informatik e.V.; 2022.
apa: Fazal-Baqaie, M., Linssen, O., Volland, A., Yigitbas, E., Engstler, M., Bertram,
M., & Kalenborn, A. (2022). Projektmanagement und Vorgehensmodelle 2022.
Virtuelle Zusammenarbeit und verlorene Kulturen? Vol. P 327. Gesellschaft
für Informatik e.V.
bibtex: '@book{Fazal-Baqaie_Linssen_Volland_Yigitbas_Engstler_Bertram_Kalenborn_2022,
series={LNI}, title={Projektmanagement und Vorgehensmodelle 2022. Virtuelle Zusammenarbeit
und verlorene Kulturen?}, volume={P 327}, publisher={Gesellschaft für Informatik
e.V.}, author={Fazal-Baqaie, Masud and Linssen, Oliver and Volland, Alexander
and Yigitbas, Enes and Engstler, Martin and Bertram, Martin and Kalenborn, Axel},
year={2022}, collection={LNI} }'
chicago: Fazal-Baqaie, Masud , Oliver Linssen, Alexander Volland, Enes Yigitbas,
Martin Engstler, Martin Bertram, and Axel Kalenborn. Projektmanagement Und
Vorgehensmodelle 2022. Virtuelle Zusammenarbeit Und Verlorene Kulturen? Vol.
P 327. LNI. Gesellschaft für Informatik e.V., 2022.
ieee: M. Fazal-Baqaie et al., Projektmanagement und Vorgehensmodelle 2022.
Virtuelle Zusammenarbeit und verlorene Kulturen?, vol. P 327. Gesellschaft
für Informatik e.V., 2022.
mla: Fazal-Baqaie, Masud, et al. Projektmanagement Und Vorgehensmodelle 2022.
Virtuelle Zusammenarbeit Und Verlorene Kulturen? Gesellschaft für Informatik
e.V., 2022.
short: M. Fazal-Baqaie, O. Linssen, A. Volland, E. Yigitbas, M. Engstler, M. Bertram,
A. Kalenborn, Projektmanagement Und Vorgehensmodelle 2022. Virtuelle Zusammenarbeit
Und Verlorene Kulturen?, Gesellschaft für Informatik e.V., 2022.
date_created: 2022-10-04T13:48:14Z
date_updated: 2022-10-04T13:48:28Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publisher: Gesellschaft für Informatik e.V.
series_title: LNI
status: public
title: Projektmanagement und Vorgehensmodelle 2022. Virtuelle Zusammenarbeit und verlorene
Kulturen?
type: book
user_id: '8447'
volume: P 327
year: '2022'
...
---
_id: '33553'
author:
- first_name: Stefan
full_name: Pfeifer, Stefan
last_name: Pfeifer
- first_name: Didem
full_name: Akgül, Didem
last_name: Akgül
- first_name: Silke
full_name: Röbenack, Silke
last_name: Röbenack
- first_name: Amelie
full_name: Tihlarik, Amelie
last_name: Tihlarik
- first_name: Bruno
full_name: Albert, Bruno
last_name: Albert
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Pfeifer S, Akgül D, Röbenack S, et al. Design Decisions in the Architecture
Development of Advanced Systems: Towards traceable and sustainable Documentation
and Communication. In: Mortensen NH, Hansen CT, Deininger M, eds. DS 118: Proceedings
of NordDesign 2022. The Design Society; 2022. doi:10.35199/norddesign2022'
apa: 'Pfeifer, S., Akgül, D., Röbenack, S., Tihlarik, A., Albert, B., Anacker, H.,
& Dumitrescu, R. (2022). Design Decisions in the Architecture Development
of Advanced Systems: Towards traceable and sustainable Documentation and Communication.
In N. H. Mortensen, C. T. Hansen, & M. Deininger (Eds.), DS 118: Proceedings
of NordDesign 2022. The Design Society. https://doi.org/10.35199/norddesign2022'
bibtex: '@inproceedings{Pfeifer_Akgül_Röbenack_Tihlarik_Albert_Anacker_Dumitrescu_2022,
title={Design Decisions in the Architecture Development of Advanced Systems: Towards
traceable and sustainable Documentation and Communication}, DOI={10.35199/norddesign2022},
booktitle={DS 118: Proceedings of NordDesign 2022}, publisher={The Design Society},
author={Pfeifer, Stefan and Akgül, Didem and Röbenack, Silke and Tihlarik, Amelie
and Albert, Bruno and Anacker, Harald and Dumitrescu, Roman}, editor={Mortensen,
N.H. and Hansen, C.T. and Deininger, M.}, year={2022} }'
chicago: 'Pfeifer, Stefan, Didem Akgül, Silke Röbenack, Amelie Tihlarik, Bruno Albert,
Harald Anacker, and Roman Dumitrescu. “Design Decisions in the Architecture Development
of Advanced Systems: Towards Traceable and Sustainable Documentation and Communication.”
In DS 118: Proceedings of NordDesign 2022, edited by N.H. Mortensen, C.T.
Hansen, and M. Deininger. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.'
ieee: 'S. Pfeifer et al., “Design Decisions in the Architecture Development
of Advanced Systems: Towards traceable and sustainable Documentation and Communication,”
in DS 118: Proceedings of NordDesign 2022, Copenhagen, Denmark, 2022, doi:
10.35199/norddesign2022.'
mla: 'Pfeifer, Stefan, et al. “Design Decisions in the Architecture Development
of Advanced Systems: Towards Traceable and Sustainable Documentation and Communication.”
DS 118: Proceedings of NordDesign 2022, edited by N.H. Mortensen et al.,
The Design Society, 2022, doi:10.35199/norddesign2022.'
short: 'S. Pfeifer, D. Akgül, S. Röbenack, A. Tihlarik, B. Albert, H. Anacker, R.
Dumitrescu, in: N.H. Mortensen, C.T. Hansen, M. Deininger (Eds.), DS 118: Proceedings
of NordDesign 2022, The Design Society, 2022.'
conference:
end_date: 2022-08-18
location: Copenhagen, Denmark
name: NordDesign 2022
start_date: 2022-08-16
date_created: 2022-10-07T10:22:11Z
date_updated: 2022-10-07T10:29:37Z
department:
- _id: '563'
doi: 10.35199/norddesign2022
editor:
- first_name: N.H.
full_name: Mortensen, N.H.
last_name: Mortensen
- first_name: C.T.
full_name: Hansen, C.T.
last_name: Hansen
- first_name: M.
full_name: Deininger, M.
last_name: Deininger
language:
- iso: eng
publication: 'DS 118: Proceedings of NordDesign 2022'
publication_identifier:
isbn:
- '9781912254170'
publication_status: published
publisher: The Design Society
status: public
title: 'Design Decisions in the Architecture Development of Advanced Systems: Towards
traceable and sustainable Documentation and Communication'
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33552'
author:
- first_name: Jan-Philipp
full_name: Disselkamp, Jan-Philipp
last_name: Disselkamp
- first_name: Tobias
full_name: Seidenberg, Tobias
last_name: Seidenberg
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Disselkamp J-P, Seidenberg T, Anacker H, Dumitrescu R. Design of an optimised
value creation network for zero emission ferries. In: Proceedings of the IEEE.
; 2022.'
apa: Disselkamp, J.-P., Seidenberg, T., Anacker, H., & Dumitrescu, R. (2022).
Design of an optimised value creation network for zero emission ferries. Proceedings
of the IEEE. 28th IEEE ICE/ITMC & 31st IAMOT Conference IEEE , Nancy,
France.
bibtex: '@inproceedings{Disselkamp_Seidenberg_Anacker_Dumitrescu_2022, title={Design
of an optimised value creation network for zero emission ferries}, booktitle={Proceedings
of the IEEE}, author={Disselkamp, Jan-Philipp and Seidenberg, Tobias and Anacker,
Harald and Dumitrescu, Roman}, year={2022} }'
chicago: Disselkamp, Jan-Philipp, Tobias Seidenberg, Harald Anacker, and Roman Dumitrescu.
“Design of an Optimised Value Creation Network for Zero Emission Ferries.” In
Proceedings of the IEEE, 2022.
ieee: J.-P. Disselkamp, T. Seidenberg, H. Anacker, and R. Dumitrescu, “Design of
an optimised value creation network for zero emission ferries,” presented at the
28th IEEE ICE/ITMC & 31st IAMOT Conference IEEE , Nancy, France, 2022.
mla: Disselkamp, Jan-Philipp, et al. “Design of an Optimised Value Creation Network
for Zero Emission Ferries.” Proceedings of the IEEE, 2022.
short: 'J.-P. Disselkamp, T. Seidenberg, H. Anacker, R. Dumitrescu, in: Proceedings
of the IEEE, 2022.'
conference:
end_date: 2022-06-23
location: Nancy, France
name: '28th IEEE ICE/ITMC & 31st IAMOT Conference IEEE '
start_date: 2022-06-19
date_created: 2022-10-07T10:19:22Z
date_updated: 2022-10-07T10:20:24Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the IEEE
status: public
title: Design of an optimised value creation network for zero emission ferries
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33556'
author:
- first_name: Daniel
full_name: Eckertz, Daniel
last_name: Eckertz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Eckertz D, Anacker H, Dumitrescu R. Knowledge-based Interactive Configuration
Tool for Industrial Augmented Reality Systems. In: Proceedings of the 5th International
Conference on Information and Computer Technologies (ICICT). IEEE; 2022. doi:10.1109/icict55905.2022.00021'
apa: Eckertz, D., Anacker, H., & Dumitrescu, R. (2022). Knowledge-based Interactive
Configuration Tool for Industrial Augmented Reality Systems. Proceedings of
the 5th International Conference on Information and Computer Technologies (ICICT).
5th International Conference on Information and Computer Technologies (ICICT),
New York City, NY, United States. https://doi.org/10.1109/icict55905.2022.00021
bibtex: '@inproceedings{Eckertz_Anacker_Dumitrescu_2022, title={Knowledge-based
Interactive Configuration Tool for Industrial Augmented Reality Systems}, DOI={10.1109/icict55905.2022.00021},
booktitle={Proceedings of the 5th International Conference on Information and
Computer Technologies (ICICT)}, publisher={IEEE}, author={Eckertz, Daniel and
Anacker, Harald and Dumitrescu, Roman}, year={2022} }'
chicago: Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Knowledge-Based
Interactive Configuration Tool for Industrial Augmented Reality Systems.” In Proceedings
of the 5th International Conference on Information and Computer Technologies (ICICT).
IEEE, 2022. https://doi.org/10.1109/icict55905.2022.00021.
ieee: 'D. Eckertz, H. Anacker, and R. Dumitrescu, “Knowledge-based Interactive Configuration
Tool for Industrial Augmented Reality Systems,” presented at the 5th International
Conference on Information and Computer Technologies (ICICT), New York City, NY,
United States, 2022, doi: 10.1109/icict55905.2022.00021.'
mla: Eckertz, Daniel, et al. “Knowledge-Based Interactive Configuration Tool for
Industrial Augmented Reality Systems.” Proceedings of the 5th International
Conference on Information and Computer Technologies (ICICT), IEEE, 2022, doi:10.1109/icict55905.2022.00021.
short: 'D. Eckertz, H. Anacker, R. Dumitrescu, in: Proceedings of the 5th International
Conference on Information and Computer Technologies (ICICT), IEEE, 2022.'
conference:
end_date: 2022-03-06
location: New York City, NY, United States
name: 5th International Conference on Information and Computer Technologies (ICICT)
start_date: 2022-03-04
date_created: 2022-10-07T11:11:26Z
date_updated: 2022-10-07T11:21:10Z
department:
- _id: '563'
doi: 10.1109/icict55905.2022.00021
language:
- iso: eng
publication: Proceedings of the 5th International Conference on Information and Computer
Technologies (ICICT)
publication_status: published
publisher: IEEE
status: public
title: Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality
Systems
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33554'
author:
- first_name: Silke
full_name: Merkelbach, Silke
last_name: Merkelbach
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Arno
full_name: Kuhn, Arno
last_name: Kuhn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Merkelbach S, von Enzberg S, Kuhn A, Dumitrescu R. Towards a Process Model
to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.
In: Proceedings of the IEEE. IEEE; 2022. doi:10.1109/icps51978.2022.9816871'
apa: Merkelbach, S., von Enzberg, S., Kuhn, A., & Dumitrescu, R. (2022). Towards
a Process Model to Enable Domain Experts to Become Citizen Data Scientists for
Industrial Applications. Proceedings of the IEEE. IEEE 5th International
Conference on Industrial Cyber-Physical Systems (ICPS). https://doi.org/10.1109/icps51978.2022.9816871
bibtex: '@inproceedings{Merkelbach_von Enzberg_Kuhn_Dumitrescu_2022, title={Towards
a Process Model to Enable Domain Experts to Become Citizen Data Scientists for
Industrial Applications}, DOI={10.1109/icps51978.2022.9816871},
booktitle={Proceedings of the IEEE}, publisher={IEEE}, author={Merkelbach, Silke
and von Enzberg, Sebastian and Kuhn, Arno and Dumitrescu, Roman}, year={2022}
}'
chicago: Merkelbach, Silke, Sebastian von Enzberg, Arno Kuhn, and Roman Dumitrescu.
“Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists
for Industrial Applications.” In Proceedings of the IEEE. IEEE, 2022. https://doi.org/10.1109/icps51978.2022.9816871.
ieee: 'S. Merkelbach, S. von Enzberg, A. Kuhn, and R. Dumitrescu, “Towards a Process
Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial
Applications,” presented at the IEEE 5th International Conference on Industrial
Cyber-Physical Systems (ICPS), 2022, doi: 10.1109/icps51978.2022.9816871.'
mla: Merkelbach, Silke, et al. “Towards a Process Model to Enable Domain Experts
to Become Citizen Data Scientists for Industrial Applications.” Proceedings
of the IEEE, IEEE, 2022, doi:10.1109/icps51978.2022.9816871.
short: 'S. Merkelbach, S. von Enzberg, A. Kuhn, R. Dumitrescu, in: Proceedings of
the IEEE, IEEE, 2022.'
conference:
end_date: 2022-05-24
name: IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)
start_date: 2022-05-24
date_created: 2022-10-07T11:05:49Z
date_updated: 2022-10-07T11:21:47Z
department:
- _id: '563'
doi: 10.1109/icps51978.2022.9816871
language:
- iso: eng
publication: Proceedings of the IEEE
publication_status: published
publisher: IEEE
status: public
title: Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists
for Industrial Applications
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33557'
author:
- first_name: Daniel
full_name: Eckertz, Daniel
last_name: Eckertz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Eckertz D, Anacker H, Dumitrescu R. Systematics for the individual assessment
of augmented reality potentials to support product validation. In: Proceedings
of NordDesign 2022. The Design Society; 2022. doi:10.35199/norddesign2022.12'
apa: Eckertz, D., Anacker, H., & Dumitrescu, R. (2022). Systematics for the
individual assessment of augmented reality potentials to support product validation.
Proceedings of NordDesign 2022. https://doi.org/10.35199/norddesign2022.12
bibtex: '@inproceedings{Eckertz_Anacker_Dumitrescu_2022, title={Systematics for
the individual assessment of augmented reality potentials to support product validation},
DOI={10.35199/norddesign2022.12},
booktitle={Proceedings of NordDesign 2022}, publisher={The Design Society}, author={Eckertz,
Daniel and Anacker, Harald and Dumitrescu, Roman}, year={2022} }'
chicago: Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Systematics for
the Individual Assessment of Augmented Reality Potentials to Support Product Validation.”
In Proceedings of NordDesign 2022. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.12.
ieee: 'D. Eckertz, H. Anacker, and R. Dumitrescu, “Systematics for the individual
assessment of augmented reality potentials to support product validation,” 2022,
doi: 10.35199/norddesign2022.12.'
mla: Eckertz, Daniel, et al. “Systematics for the Individual Assessment of Augmented
Reality Potentials to Support Product Validation.” Proceedings of NordDesign
2022, The Design Society, 2022, doi:10.35199/norddesign2022.12.
short: 'D. Eckertz, H. Anacker, R. Dumitrescu, in: Proceedings of NordDesign 2022,
The Design Society, 2022.'
conference:
end_date: 2022-08-18
start_date: 2022-08-16
date_created: 2022-10-07T11:19:28Z
date_updated: 2022-10-07T11:21:16Z
department:
- _id: '563'
doi: 10.35199/norddesign2022.12
language:
- iso: eng
publication: Proceedings of NordDesign 2022
publication_status: published
publisher: The Design Society
status: public
title: Systematics for the individual assessment of augmented reality potentials to
support product validation
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33558'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Stefan
full_name: Pfeifer, Stefan
last_name: Pfeifer
- first_name: 'Rebecca '
full_name: 'Heitmann, Rebecca '
last_name: Heitmann
- first_name: 'Harald '
full_name: 'Anacker, Harald '
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: 'Volker '
full_name: 'Franke, Volker '
last_name: Franke
citation:
ama: 'Wilke D, Pfeifer S, Heitmann R, Anacker H, Dumitrescu R, Franke V. Implementation
of Systems Engineering: A maturity-based approach. In: Proceedings of the IEEE
ISSE .'
apa: 'Wilke, D., Pfeifer, S., Heitmann, R., Anacker, H., Dumitrescu, R., & Franke,
V. (n.d.). Implementation of Systems Engineering: A maturity-based approach. Proceedings
of the IEEE ISSE . 8th IEEE International Symposium on Systems Engineering,
Wien, Österreich.'
bibtex: '@inproceedings{Wilke_Pfeifer_Heitmann_Anacker_Dumitrescu_Franke, title={Implementation
of Systems Engineering: A maturity-based approach}, booktitle={Proceedings of
the IEEE ISSE }, author={Wilke, Daria and Pfeifer, Stefan and Heitmann, Rebecca and
Anacker, Harald and Dumitrescu, Roman and Franke, Volker } }'
chicago: 'Wilke, Daria, Stefan Pfeifer, Rebecca Heitmann, Harald Anacker, Roman
Dumitrescu, and Volker Franke. “Implementation of Systems Engineering: A Maturity-Based
Approach.” In Proceedings of the IEEE ISSE , n.d.'
ieee: 'D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, and V. Franke,
“Implementation of Systems Engineering: A maturity-based approach,” presented
at the 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.'
mla: 'Wilke, Daria, et al. “Implementation of Systems Engineering: A Maturity-Based
Approach.” Proceedings of the IEEE ISSE .'
short: 'D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, V. Franke,
in: Proceedings of the IEEE ISSE , n.d.'
conference:
end_date: 2022-10-26
location: Wien, Österreich
name: 8th IEEE International Symposium on Systems Engineering
start_date: 2022-10-24
date_created: 2022-10-07T11:29:48Z
date_updated: 2022-10-07T11:29:53Z
department:
- _id: '563'
language:
- iso: eng
publication: 'Proceedings of the IEEE ISSE '
publication_status: accepted
status: public
title: 'Implementation of Systems Engineering: A maturity-based approach'
type: conference
user_id: '15782'
year: '2022'
...
---
_id: '33702'
abstract:
- lang: eng
text: Im Rahmen dieser Studie wird der Status Quo des KI-Einsatzes in der
industriellen Arbeitswelt in der Region OstWestfalenLippe erfasst und beschrieben.
Dadurch wird eine Grundlage geschaffen, um eine zielführende Unterstützung der
Gestaltung von durch Künstliche Intelligenz (KI) gestützter Arbeitsprozesse in
Unternehmen zu ermöglichen, indem beispielsweise bedarfsbezogene Maßnahmen entwickelt
und durchgeführt sowie weiterer Forschungsbedarf aufgezeigt wird. Die Befragung
wurde im Jahr 2021 von dem Kompetenzzentrum Arbeitswelt.Plus sowie dem Spitzencluster
it’s OWL initiiert. Dabei sind drei Zielgruppen – Unternehmensleitung, Personalabteilung
(HR) sowie Arbeitnehmer*innen – adressiert worden. Insgesamt nahmen 317 Personen
aus 89 verschiedenen Unternehmen bzw. Organisationen an der Befragung teil – zu
38 % Unternehmer*innen, zu 13 % Personaler*innen und zu 49 % Arbeitnehmer*innen.
Die meisten der Teilnehmenden stammten aus der Elektroindustrie, dem Maschinenbau
sowie dem Informations- und Kommunikationstechnologie (IKT)-Sektor. Die Befragungsergebnisse
zeigen, dass sich die meisten Unternehmen in der Anfangsphase der KI-Nutzung befinden.
Zwischen einzelnen Unternehmensbereichen und verschiedenen Branchen zeigen sich
gewisse Unterschiede in der Nutzungsphase. Die Befragten stehen aktuell vor der
Nutzung von vor allem teilautonomen KI-Systemen, die ausführende und analytische
menschliche Tätigkeitenbeispielsweise durch Informationsbereitstellungen unterstützen.
Wesentliche Ziele der KI-Nutzung sind die Effizienzsteigerung, Qualitätsverbesserung,
Entscheidungsoptimierung sowie Unterstützung der Arbeitnehmer*innen. Allerdings
werden in allen Unternehmen die fehlende Expertise sowie insgesamt die Komplexität
des Themenfelds als Hinderungsgründe identifiziert. In allen Unternehmen und
allen Unternehmensbereichen werden hohe Auswirkungen durch KI erwartet. Auf die
Arbeitsgestaltung werden insgesamt eher positive Auswirkungen erwartet. Die Befragten
schätzen die Bedeutung von KI, ihre Aufgeschlossenheit sowie ihr Vertrauen gegenüber
KI als insgesamt hoch ein, ihr Verständnis von KI dagegen eher als gering. Tendenziell
zeigt sich eine große Diskrepanz zwischen Selbst- und Fremdbild mit einer teils
deutlich negativeren Wahrnehmung anderer. Die Befragten erwarten außerdem steigende
Kompetenzanforderungen sowie einen hohen Weiterbildungsbedarf, insbesondere bezüglich
des grundlegenden Verständnisses über KI. In den wenigsten Unternehmen existiert
jedoch ein gezieltes Weiterbildungsangebot. Die Erkenntnisse aus der Befragung
fließen im Rahmen des Kompetenzzentrums Arbeitswelt.Plus in die gezielte Gestaltung
und Einführung KI-gestützter Arbeitsformen sowie bedarfsgerechter Unterstützungsangebote
ein. Die hohe Komplexität der KI-Einführung sowie die sowohl technischen als auch
mitarbeiterbezogenen Herausforderungen verdeutlichen den Bedarf für eine soziotechnische
Perspektive und ein systematisches Vorgehen bei der Gestaltung dieses vielschichtigen
Themenfelds.
author:
- first_name: Jörg
full_name: Papenkordt, Jörg
last_name: Papenkordt
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Papenkordt J, Gabriel S, Thommes K, Dumitrescu R. Künstliche Intelligenz
in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe.
Kompetenzzentrum Arbeitswelt.Plus; 2022. doi:10.55594/tmao3234
apa: Papenkordt, J., Gabriel, S., Thommes, K., & Dumitrescu, R. (2022). Künstliche
Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region
OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus. https://doi.org/10.55594/tmao3234
bibtex: '@book{Papenkordt_Gabriel_Thommes_Dumitrescu_2022, title={Künstliche Intelligenz
in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe},
DOI={10.55594/tmao3234}, publisher={Kompetenzzentrum
Arbeitswelt.Plus}, author={Papenkordt, Jörg and Gabriel, Stefan and Thommes, Kirsten
and Dumitrescu, Roman}, year={2022} }'
chicago: Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu.
Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status
Quo in Der Region OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus, 2022.
https://doi.org/10.55594/tmao3234.
ieee: J. Papenkordt, S. Gabriel, K. Thommes, and R. Dumitrescu, Künstliche Intelligenz
in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe.
Kompetenzzentrum Arbeitswelt.Plus, 2022.
mla: Papenkordt, Jörg, et al. Künstliche Intelligenz in Der Industriellen Arbeitswelt
- Studie Zum Status Quo in Der Region OstWestfalenLippe. Kompetenzzentrum
Arbeitswelt.Plus, 2022, doi:10.55594/tmao3234.
short: J. Papenkordt, S. Gabriel, K. Thommes, R. Dumitrescu, Künstliche Intelligenz
in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe,
Kompetenzzentrum Arbeitswelt.Plus, 2022.
date_created: 2022-10-12T11:22:01Z
date_updated: 2022-10-12T11:25:48Z
department:
- _id: '563'
doi: 10.55594/tmao3234
language:
- iso: eng
publication_status: published
publisher: Kompetenzzentrum Arbeitswelt.Plus
status: public
title: Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status
Quo in der Region OstWestfalenLippe
type: report
user_id: '15782'
year: '2022'
...
---
_id: '33701'
abstract:
- lang: eng
text: "Abstract\r\n Künstliche Intelligenz
bietet großes Potenzial im Engineering. Der Einsatz gestattet insbesondere für
Wissensarbeiter eine effiziente Arbeitsteilung, in der beispielsweise fehleranfällige
und repetitive Aktivitäten unterstützt werden. Eine erfolgreiche Einführung bedarf
einer vorangehenden Analyse von nutzenstiftenden Einsatzpotenzialen, bei der alle
Anwendenden frühzeitig einbezogen werden. Der folgende Beitrag verdeutlicht dieses
Vorgehen anhand eines realen Beispiels im Sondermaschinenbau."
alternative_title:
- Menschorientiere Analyse von Potenzialen am Beispiel vom Sondermaschinenbau
author:
- first_name: Aschot
full_name: Kharatyan, Aschot
last_name: Kharatyan
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Moritz
full_name: Wäschle, Moritz
last_name: Wäschle
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Sarah
full_name: Horstmeyer, Sarah
last_name: Horstmeyer
citation:
ama: Kharatyan A, Humpert L, Anacker H, et al. Künstliche Intelligenz im Engineering.
Zeitschrift für wirtschaftlichen Fabrikbetrieb. 2022;117(6):427-431. doi:10.1515/zwf-2022-1074
apa: Kharatyan, A., Humpert, L., Anacker, H., Dumitrescu, R., Wäschle, M., Albers,
A., & Horstmeyer, S. (2022). Künstliche Intelligenz im Engineering. Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb, 117(6), 427–431. https://doi.org/10.1515/zwf-2022-1074
bibtex: '@article{Kharatyan_Humpert_Anacker_Dumitrescu_Wäschle_Albers_Horstmeyer_2022,
title={Künstliche Intelligenz im Engineering}, volume={117}, DOI={10.1515/zwf-2022-1074},
number={6}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter
de Gruyter GmbH}, author={Kharatyan, Aschot and Humpert, Lynn and Anacker, Harald
and Dumitrescu, Roman and Wäschle, Moritz and Albers, Albert and Horstmeyer, Sarah},
year={2022}, pages={427–431} }'
chicago: 'Kharatyan, Aschot, Lynn Humpert, Harald Anacker, Roman Dumitrescu, Moritz
Wäschle, Albert Albers, and Sarah Horstmeyer. “Künstliche Intelligenz Im Engineering.”
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 427–31.
https://doi.org/10.1515/zwf-2022-1074.'
ieee: 'A. Kharatyan et al., “Künstliche Intelligenz im Engineering,” Zeitschrift
für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, pp. 427–431, 2022, doi:
10.1515/zwf-2022-1074.'
mla: Kharatyan, Aschot, et al. “Künstliche Intelligenz Im Engineering.” Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, Walter de Gruyter GmbH,
2022, pp. 427–31, doi:10.1515/zwf-2022-1074.
short: A. Kharatyan, L. Humpert, H. Anacker, R. Dumitrescu, M. Wäschle, A. Albers,
S. Horstmeyer, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117 (2022) 427–431.
date_created: 2022-10-12T11:16:34Z
date_updated: 2022-10-12T11:23:58Z
department:
- _id: '563'
doi: 10.1515/zwf-2022-1074
intvolume: ' 117'
issue: '6'
keyword:
- Management Science and Operations Research
- Strategy and Management
- General Engineering
language:
- iso: eng
page: 427-431
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Künstliche Intelligenz im Engineering
type: journal_article
user_id: '15782'
volume: 117
year: '2022'
...
---
_id: '33705'
abstract:
- lang: eng
text: AbstractThe ongoing digitalization of products
offers product managers new potentials to plan future product generations based
on data from the use phase instead of assumptions. However, product managers often
face difficulties in identifying promising opportunities for analyzing use phase
data. In this paper, we propose a method for planning the analysis of use phase
data in product planning. It leads product managers from the identification of
promising investigation needs to the derivation of specific use cases. The application
of the method is shown using the example of a manufacturing company.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. Planning the Analysis of Use
Phase Data in Product Planning. Proceedings of the Design Society. 2022;2:753-762.
doi:10.1017/pds.2022.77
apa: Meyer, M., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2022). Planning
the Analysis of Use Phase Data in Product Planning. Proceedings of the Design
Society, 2, 753–762. https://doi.org/10.1017/pds.2022.77
bibtex: '@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2022, title={Planning the
Analysis of Use Phase Data in Product Planning}, volume={2}, DOI={10.1017/pds.2022.77},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian
and Dumitrescu, Roman}, year={2022}, pages={753–762} }'
chicago: 'Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
“Planning the Analysis of Use Phase Data in Product Planning.” Proceedings
of the Design Society 2 (2022): 753–62. https://doi.org/10.1017/pds.2022.77.'
ieee: 'M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis
of Use Phase Data in Product Planning,” Proceedings of the Design Society,
vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.'
mla: Meyer, Maurice, et al. “Planning the Analysis of Use Phase Data in Product
Planning.” Proceedings of the Design Society, vol. 2, Cambridge University
Press (CUP), 2022, pp. 753–62, doi:10.1017/pds.2022.77.
short: M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design
Society 2 (2022) 753–762.
date_created: 2022-10-13T07:46:43Z
date_updated: 2022-10-13T07:52:40Z
department:
- _id: '563'
doi: 10.1017/pds.2022.77
intvolume: ' 2'
language:
- iso: eng
page: 753-762
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Planning the Analysis of Use Phase Data in Product Planning
type: journal_article
user_id: '77201'
volume: 2
year: '2022'
...
---
_id: '33708'
abstract:
- lang: eng
text: The megatrend digitalization turns mechatronic products into continuous collectors
and generators of use phase data. By analyzing this data, manufacturers can uncover
valuable insights about the products and the users. Especially in product planning,
these insights could be used to plan promising future product generations. The
systematic exploitation of data analytics results, however, represents a serious
challenge, as research on the topic is still scarce. In this paper, we present
13 design principles for exploiting data analytics results in product planning.
The results are based on a systematic literature review and a workshop with a
research consortium. The evaluation of the design principles is demonstrated with
a real case of a manufacturing company. The identified design principles represent
a first contribution to a still scarcely explored research field.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Meyer M, Fichtler T, Koldewey C, Dumitrescu R. How can Data Analytics Results
be Exploited in the Early Phase of Product Development? 13 Design Principles for
Data-Driven Product Planning. In: AMCIS 2022 Proceedings. ; 2022.'
apa: Meyer, M., Fichtler, T., Koldewey, C., & Dumitrescu, R. (2022). How can
Data Analytics Results be Exploited in the Early Phase of Product Development?
13 Design Principles for Data-Driven Product Planning. AMCIS 2022 Proceedings.
AMCIS 2022, Minneapolis.
bibtex: '@inproceedings{Meyer_Fichtler_Koldewey_Dumitrescu_2022, place={Minneapolis},
title={How can Data Analytics Results be Exploited in the Early Phase of Product
Development? 13 Design Principles for Data-Driven Product Planning}, booktitle={
AMCIS 2022 Proceedings}, author={Meyer, Maurice and Fichtler, Timm and Koldewey,
Christian and Dumitrescu, Roman}, year={2022} }'
chicago: Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu.
“How Can Data Analytics Results Be Exploited in the Early Phase of Product Development?
13 Design Principles for Data-Driven Product Planning.” In AMCIS 2022 Proceedings.
Minneapolis, 2022.
ieee: M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “How can Data Analytics
Results be Exploited in the Early Phase of Product Development? 13 Design Principles
for Data-Driven Product Planning,” presented at the AMCIS 2022, Minneapolis, 2022.
mla: Meyer, Maurice, et al. “How Can Data Analytics Results Be Exploited in the
Early Phase of Product Development? 13 Design Principles for Data-Driven Product
Planning.” AMCIS 2022 Proceedings, 2022.
short: 'M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, in: AMCIS 2022 Proceedings,
Minneapolis, 2022.'
conference:
location: Minneapolis
name: AMCIS 2022
date_created: 2022-10-13T07:51:09Z
date_updated: 2022-10-13T07:51:15Z
department:
- _id: '563'
language:
- iso: eng
place: Minneapolis
publication: ' AMCIS 2022 Proceedings'
publication_status: published
status: public
title: How can Data Analytics Results be Exploited in the Early Phase of Product Development?
13 Design Principles for Data-Driven Product Planning
type: conference
user_id: '77201'
year: '2022'
...