---
_id: '7068'
abstract:
- lang: eng
text: 'Adopting digital twin technologies in small andmedium-sized enterprises (SMEs)
is often hinderedby heterogeneous, poorly documented productiondata. Current semantic
type detection approachesrequire massive labeled datasets making themimpractical
for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based
classification with selective largelanguage model (LLM) reasoning formanufacturing-specific
data types. The two-stagearchitecture uses rule-based patterns for high-confidence
cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on
fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within
7 24 percentagepoints of pure LLM classification performancewhile reducing LLM
invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework
addresses a critical gap: automated,computationally efficient data type recognition
formanufacturing SMEs without requiring trainingdata, contributing to automated
simulation anddigital twin construction.'
author:
- first_name: Lina
full_name: Döring, Lina
id: '231689'
last_name: Döring
orcid: 0009-0000-3555-4183
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189
- first_name: Sebastian
full_name: Trojahn, Sebastian
last_name: Trojahn
- first_name: Pascal
full_name: Reusch, Pascal
id: '223271'
last_name: Reusch
citation:
alphadin: 'Döring, Lina ; Trojahn,
Sebastian ; Reusch, Pascal:
Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt,
F. ; Zadek, H. ; Janmontree,
J. ; Trojahn, S. ; Lang, S. (Hrsg.): 19th International
Doctoral Students Workshop on Logistics, Supply Chain and Production Management :
Otto von Guericke University Library, Magdeburg, Germany, 2026'
ama: 'Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach.
In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. 19th International
Doctoral Students Workshop on Logistics, Supply Chain and Production Management.
Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:10.25673/123544'
apa: 'Döring, L., Trojahn, S., & Reusch, P. (2026). Smart data adapter: A hybrid
pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &
S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management. Magdeburg: Otto von Guericke University
Library, Magdeburg, Germany. https://doi.org/10.25673/123544'
bibtex: '@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A
hybrid pattern-LLM approach}, DOI={10.25673/123544},
booktitle={19th International Doctoral Students Workshop on Logistics, Supply
Chain and Production Management}, publisher={Otto von Guericke University Library,
Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal},
editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn,
Sebastian and Lang, SebastianEditors}, year={2026} }'
chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter:
A Hybrid Pattern-LLM Approach.” In 19th International Doctoral Students Workshop
on Logistics, Supply Chain and Production Management, edited by Fabian Behrendt,
Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto
von Guericke University Library, Magdeburg, Germany, 2026. https://doi.org/10.25673/123544.'
ieee: 'L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM
approach,” in 19th International Doctoral Students Workshop on Logistics, Supply
Chain and Production Management, Magdeburg, 2026.'
mla: 'Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.”
19th International Doctoral Students Workshop on Logistics, Supply Chain and
Production Management, edited by Fabian Behrendt et al., Otto von Guericke
University Library, Magdeburg, Germany, 2026, doi:10.25673/123544.'
short: 'L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree,
S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management, Otto von Guericke University Library,
Magdeburg, Germany, 2026.'
conference:
end_date: 2026-06-16
location: Magdeburg
name: 19th International Doctoral Students Workshop on Logistics, Supply Chain and
Production Management
start_date: 2026-06-15
date_created: 2026-07-16T18:51:32Z
date_updated: 2026-07-20T08:11:01Z
department:
- _id: '103'
doi: 10.25673/123544
editor:
- first_name: Fabian
full_name: Behrendt, Fabian
last_name: Behrendt
- first_name: Hartmut
full_name: Zadek, Hartmut
last_name: Zadek
- first_name: Jettarat
full_name: Janmontree, Jettarat
last_name: Janmontree
- first_name: Sebastian
full_name: Trojahn, Sebastian
last_name: Trojahn
- first_name: Sebastian
full_name: Lang, Sebastian
last_name: Lang
keyword:
- Semantic Data Type Detection
- DigitalTwin
- Manufacturing SMEs
- Zero-shot Learning
- Hybrid AI
- LLM
language:
- iso: eng
main_file_link:
- url: https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 19th International Doctoral Students Workshop on Logistics, Supply Chain
and Production Management
publication_status: published
publisher: Otto von Guericke University Library, Magdeburg, Germany
quality_controlled: '1'
status: public
title: 'Smart data adapter: A hybrid pattern-LLM approach'
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '7036'
author:
- first_name: Christian
full_name: Schwede, Christian
id: '237874'
last_name: Schwede
orcid: 0009-0003-0431-6547
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-0431-6547/work/219583826
- first_name: Lennart
full_name: Schipper, Lennart
last_name: Schipper
- first_name: Jan
full_name: Cirullies, Jan
last_name: Cirullies
citation:
alphadin: 'Schwede, Christian ; Schipper, Lennart ; Cirullies,
Jan: Enabling Non-Simulation Experts to Adapt Digital Twins during Production
System Redesign using Agentic AI. In: Association
for Computing Machinery (Hrsg.): Proceedings of the 2026 9th International
Conference on Computers in Management and Business. New York, NY, USA : ACM,
2026, S. 102–106'
ama: 'Schwede C, Schipper L, Cirullies J. Enabling Non-Simulation Experts to Adapt
Digital Twins during Production System Redesign using Agentic AI. In: Association
for Computing Machinery, ed. Proceedings of the 2026 9th International Conference
on Computers in Management and Business. New York, NY, USA: ACM; 2026:102-106.
doi:10.1145/3802463.3802479'
apa: 'Schwede, C., Schipper, L., & Cirullies, J. (2026). Enabling Non-Simulation
Experts to Adapt Digital Twins during Production System Redesign using Agentic
AI. In Association for Computing Machinery (Ed.), Proceedings of the 2026 9th
International Conference on Computers in Management and Business (pp. 102–106).
New York, NY, USA: ACM. https://doi.org/10.1145/3802463.3802479'
bibtex: '@inproceedings{Schwede_Schipper_Cirullies_2026, place={New York, NY, USA},
title={Enabling Non-Simulation Experts to Adapt Digital Twins during Production
System Redesign using Agentic AI}, DOI={10.1145/3802463.3802479},
booktitle={Proceedings of the 2026 9th International Conference on Computers in
Management and Business}, publisher={ACM}, author={Schwede, Christian and Schipper,
Lennart and Cirullies, Jan}, editor={Association for Computing MachineryEditor},
year={2026}, pages={102–106} }'
chicago: 'Schwede, Christian, Lennart Schipper, and Jan Cirullies. “Enabling Non-Simulation
Experts to Adapt Digital Twins during Production System Redesign Using Agentic
AI.” In Proceedings of the 2026 9th International Conference on Computers in
Management and Business, edited by Association for Computing Machinery, 102–6.
New York, NY, USA: ACM, 2026. https://doi.org/10.1145/3802463.3802479.'
ieee: C. Schwede, L. Schipper, and J. Cirullies, “Enabling Non-Simulation Experts
to Adapt Digital Twins during Production System Redesign using Agentic AI,” in
Proceedings of the 2026 9th International Conference on Computers in Management
and Business, Tokyo Japan, 2026, pp. 102–106.
mla: Schwede, Christian, et al. “Enabling Non-Simulation Experts to Adapt Digital
Twins during Production System Redesign Using Agentic AI.” Proceedings of the
2026 9th International Conference on Computers in Management and Business,
edited by Association for Computing Machinery, ACM, 2026, pp. 102–06, doi:10.1145/3802463.3802479.
short: 'C. Schwede, L. Schipper, J. Cirullies, in: Association for Computing Machinery
(Ed.), Proceedings of the 2026 9th International Conference on Computers in Management
and Business, ACM, New York, NY, USA, 2026, pp. 102–106.'
conference:
end_date: 2026-03-01
location: Tokyo Japan
name: 'ICCMB 2026: 2026 9th International Conference on Computers in Management
and Business'
start_date: 2026-02-27
corporate_editor:
- Association for Computing Machinery
date_created: 2026-07-03T07:57:42Z
date_updated: 2026-07-03T15:07:37Z
doi: 10.1145/3802463.3802479
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 102-106
place: New York, NY, USA
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Proceedings of the 2026 9th International Conference on Computers in
Management and Business
publication_identifier:
isbn:
- '9798400722288'
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: Enabling Non-Simulation Experts to Adapt Digital Twins during Production System
Redesign using Agentic AI
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '7029'
author:
- first_name: Maria
full_name: Kobert, Maria
id: '242937'
last_name: Kobert
- first_name: Jennifer
full_name: Brade, Jennifer
last_name: Brade
- first_name: Sarah
full_name: Mandl, Sarah
last_name: Mandl
- first_name: Valeska
full_name: Vitt, Valeska
last_name: Vitt
- first_name: Susanne
full_name: Lischka, Susanne
last_name: Lischka
- first_name: Anja
full_name: Strobel, Anja
last_name: Strobel
- first_name: Franziska
full_name: Klimant, Franziska
last_name: Klimant
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/219329878
citation:
alphadin: 'Kobert, Maria ; Brade,
Jennifer ; Mandl, Sarah ;
Vitt, Valeska ; Lischka,
Susanne ; Strobel, Anja ;
Klimant, Franziska ; Süße,
Thomas: Teaming at a Distance: Insights from a Qualitative Study of Telepresence
Robot–Mediated Collaboration. In: IEEE
(Hrsg.): 2026 IEEE International Conference on Advanced Robotics and its Social
Impacts (ARSO) : IEEE, 2026, S. 192–197'
ama: 'Kobert M, Brade J, Mandl S, et al. Teaming at a Distance: Insights from a
Qualitative Study of Telepresence Robot–Mediated Collaboration. In: IEEE, ed.
2026 IEEE International Conference on Advanced Robotics and Its Social Impacts
(ARSO). IEEE; 2026:192-197. doi:10.1109/ARSO68304.2026.11536141'
apa: 'Kobert, M., Brade, J., Mandl, S., Vitt, V., Lischka, S., Strobel, A., … Süße,
T. (2026). Teaming at a Distance: Insights from a Qualitative Study of Telepresence
Robot–Mediated Collaboration. In IEEE (Ed.), 2026 IEEE International Conference
on Advanced Robotics and its Social Impacts (ARSO) (pp. 192–197). Vienna,
Austria: IEEE. https://doi.org/10.1109/ARSO68304.2026.11536141'
bibtex: '@inproceedings{Kobert_Brade_Mandl_Vitt_Lischka_Strobel_Klimant_Süße_2026,
title={Teaming at a Distance: Insights from a Qualitative Study of Telepresence
Robot–Mediated Collaboration}, DOI={10.1109/ARSO68304.2026.11536141},
booktitle={2026 IEEE International Conference on Advanced Robotics and its Social
Impacts (ARSO)}, publisher={IEEE}, author={Kobert, Maria and Brade, Jennifer and
Mandl, Sarah and Vitt, Valeska and Lischka, Susanne and Strobel, Anja and Klimant,
Franziska and Süße, Thomas}, editor={IEEEEditor}, year={2026}, pages={192–197}
}'
chicago: 'Kobert, Maria, Jennifer Brade, Sarah Mandl, Valeska Vitt, Susanne Lischka,
Anja Strobel, Franziska Klimant, and Thomas Süße. “Teaming at a Distance: Insights
from a Qualitative Study of Telepresence Robot–Mediated Collaboration.” In 2026
IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO),
edited by IEEE, 192–97. IEEE, 2026. https://doi.org/10.1109/ARSO68304.2026.11536141.'
ieee: 'M. Kobert et al., “Teaming at a Distance: Insights from a Qualitative
Study of Telepresence Robot–Mediated Collaboration,” in 2026 IEEE International
Conference on Advanced Robotics and its Social Impacts (ARSO), Vienna, Austria,
2026, pp. 192–197.'
mla: 'Kobert, Maria, et al. “Teaming at a Distance: Insights from a Qualitative
Study of Telepresence Robot–Mediated Collaboration.” 2026 IEEE International
Conference on Advanced Robotics and Its Social Impacts (ARSO), edited by IEEE,
IEEE, 2026, pp. 192–97, doi:10.1109/ARSO68304.2026.11536141.'
short: 'M. Kobert, J. Brade, S. Mandl, V. Vitt, S. Lischka, A. Strobel, F. Klimant,
T. Süße, in: IEEE (Ed.), 2026 IEEE International Conference on Advanced Robotics
and Its Social Impacts (ARSO), IEEE, 2026, pp. 192–197.'
conference:
end_date: 2026-06-12
location: Vienna, Austria
name: 2026 IEEE International Conference on Advanced Robotics and its Social Impacts
(ARSO)
start_date: 2026-06-10
corporate_editor:
- IEEE
date_created: 2026-06-30T09:32:13Z
date_updated: 2026-07-01T12:19:08Z
doi: 10.1109/ARSO68304.2026.11536141
language:
- iso: eng
page: 192-197
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 2026 IEEE International Conference on Advanced Robotics and its Social
Impacts (ARSO)
publication_identifier:
eisbn:
- 979-8-3315-6445-2
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Teaming at a Distance: Insights from a Qualitative Study of Telepresence Robot–Mediated
Collaboration'
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '6803'
author:
- first_name: Felix
full_name: Günther, Felix
last_name: Günther
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/208213551
citation:
alphadin: 'Günther, Felix ; Süße, Thomas: Resilience of work systems:
Conducting a design science research approach to synthesize theory and design
a conceptual model for manufacturing SMEs. In: , 2026'
ama: 'Günther F, Süße T. Resilience of work systems: Conducting a design science
research approach to synthesize theory and design a conceptual model for manufacturing
SMEs. In: ; 2026.'
apa: 'Günther, F., & Süße, T. (2026). Resilience of work systems: Conducting
a design science research approach to synthesize theory and design a conceptual
model for manufacturing SMEs. Presented at the 72. GfA-Frühjahrskongress, Kassel.'
bibtex: '@inproceedings{Günther_Süße_2026, title={Resilience of work systems: Conducting
a design science research approach to synthesize theory and design a conceptual
model for manufacturing SMEs}, author={Günther, Felix and Süße, Thomas}, year={2026}
}'
chicago: 'Günther, Felix, and Thomas Süße. “Resilience of Work Systems: Conducting
a Design Science Research Approach to Synthesize Theory and Design a Conceptual
Model for Manufacturing SMEs,” 2026.'
ieee: 'F. Günther and T. Süße, “Resilience of work systems: Conducting a design
science research approach to synthesize theory and design a conceptual model for
manufacturing SMEs,” presented at the 72. GfA-Frühjahrskongress, Kassel, 2026.'
mla: 'Günther, Felix, and Thomas Süße. Resilience of Work Systems: Conducting
a Design Science Research Approach to Synthesize Theory and Design a Conceptual
Model for Manufacturing SMEs. 2026.'
short: 'F. Günther, T. Süße, in: 2026.'
conference:
end_date: 2026-03-13
location: Kassel
name: 72. GfA-Frühjahrskongress
start_date: 2026-03-11
date_created: 2026-03-12T09:10:53Z
date_updated: 2026-06-30T09:28:48Z
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
quality_controlled: '1'
status: public
title: 'Resilience of work systems: Conducting a design science research approach
to synthesize theory and design a conceptual model for manufacturing SMEs'
type: conference
user_id: '241496'
year: '2026'
...
---
_id: '6804'
author:
- first_name: Tim
full_name: Komorowski, Tim
last_name: Komorowski
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/208213557
citation:
alphadin: 'Komorowski, Tim ; Süße, Thomas: Zur beruflichen Nutzung
generativer KI in Deutschland: Zusammenhänge mit Arbeitsmerkmalen, Autonomie und
Führungsverantwortung in der Unternehmensorganisation. In: , 2026'
ama: 'Komorowski T, Süße T. Zur beruflichen Nutzung generativer KI in Deutschland:
Zusammenhänge mit Arbeitsmerkmalen, Autonomie und Führungsverantwortung in der
Unternehmensorganisation. In: ; 2026.'
apa: 'Komorowski, T., & Süße, T. (2026). Zur beruflichen Nutzung generativer
KI in Deutschland: Zusammenhänge mit Arbeitsmerkmalen, Autonomie und Führungsverantwortung
in der Unternehmensorganisation. Presented at the 72. GfA-Frühjahrskongress, Kassel.'
bibtex: '@inproceedings{Komorowski_Süße_2026, title={Zur beruflichen Nutzung generativer
KI in Deutschland: Zusammenhänge mit Arbeitsmerkmalen, Autonomie und Führungsverantwortung
in der Unternehmensorganisation}, author={Komorowski, Tim and Süße, Thomas}, year={2026}
}'
chicago: 'Komorowski, Tim, and Thomas Süße. “Zur Beruflichen Nutzung Generativer
KI in Deutschland: Zusammenhänge Mit Arbeitsmerkmalen, Autonomie Und Führungsverantwortung
in Der Unternehmensorganisation,” 2026.'
ieee: 'T. Komorowski and T. Süße, “Zur beruflichen Nutzung generativer KI in Deutschland:
Zusammenhänge mit Arbeitsmerkmalen, Autonomie und Führungsverantwortung in der
Unternehmensorganisation,” presented at the 72. GfA-Frühjahrskongress, Kassel,
2026.'
mla: 'Komorowski, Tim, and Thomas Süße. Zur Beruflichen Nutzung Generativer KI
in Deutschland: Zusammenhänge Mit Arbeitsmerkmalen, Autonomie Und Führungsverantwortung
in Der Unternehmensorganisation. 2026.'
short: 'T. Komorowski, T. Süße, in: 2026.'
conference:
end_date: 2026-03-13
location: Kassel
name: 72. GfA-Frühjahrskongress
start_date: 2026-03-11
date_created: 2026-03-12T09:12:44Z
date_updated: 2026-06-30T09:28:35Z
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
quality_controlled: '1'
status: public
title: 'Zur beruflichen Nutzung generativer KI in Deutschland: Zusammenhänge mit Arbeitsmerkmalen,
Autonomie und Führungsverantwortung in der Unternehmensorganisation'
type: conference
user_id: '241496'
year: '2026'
...
---
_id: '6898'
abstract:
- lang: eng
text: 'The labeling process for supervised learning is costly and time-consuming,
and is often impractical to scale due to real-world constraints. Active learning
(AL) addresses this challenge by strategically selecting representative and informative
data points to reduce labeling efforts. This paper focuses on an AL scenario in
which only a very limited number of labels can be acquired. We propose an algorithm
operating in two phases: (1) an exploration phase that prioritizes representative
and diverse data points using density-driven criteria, and (2) an exploitation
phase that combines predictive uncertainty with density weighting to select informative
samples from densely populated regions. This enhances both representativeness
and informativeness. Our results demonstrate significant improvements in model
quality compared to other algorithms typically employed for this scenario, across
various scenarios involving imbalanced data in classification tasks and skewness
in regression tasks. Through this work, we aim to provide a new algorithm for
this scenario and investigate general principles for AL. While most AL studies
focus on either classification or regression, our work applies the algorithms
to both. Therefore, we can analyze the differences between classification and
regression problems and their effects on AL strategies. Furthermore, we explore
different categories of AL criteria and their effectiveness in the low-budget
regime. These results also provide insight into the cold-start problem, which
involves selecting an initial labeled set and is faced by many model-based AL
methods.'
alternative_id:
- '6899'
author:
- first_name: Bjarne
full_name: Jaster, Bjarne
id: '252434'
last_name: Jaster
orcid: 0000-0002-8362-5369
- first_name: Alaa
full_name: Tharwat, Alaa
id: '238549'
last_name: Tharwat
- first_name: Eiram Mahera
full_name: Sheikh, Eiram Mahera
last_name: Sheikh
- first_name: Martin
full_name: Kohlhase, Martin
id: '226669'
last_name: Kohlhase
orcid: 0009-0002-9374-0720
- first_name: Wolfram
full_name: Schenck, Wolfram
id: '224375'
last_name: Schenck
orcid: 0000-0003-3300-2048
citation:
alphadin: 'Jaster, Bjarne ; Tharwat, Alaa ; Sheikh,
Eiram Mahera ; Kohlhase, Martin
; Schenck, Wolfram: Low Query Budget
Active Learning for Classification and Regression. In: Koprinska,
I. ; Mendes-Moreira, J. ;
Branco, P. (Hrsg.): Machine Learning
and Principles and Practice of Knowledge Discovery in Databases. International
Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected
Papers, Part IV, Communications in Computer and Information Science.
Cham : Springer Nature Switzerland, 2026, S. 5–21'
ama: 'Jaster B, Tharwat A, Sheikh EM, Kohlhase M, Schenck W. Low Query Budget Active
Learning for Classification and Regression. In: Koprinska I, Mendes-Moreira J,
Branco P, eds. Machine Learning and Principles and Practice of Knowledge Discovery
in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
15–19, 2025, Revised Selected Papers, Part IV. Communications in Computer
and Information Science. Cham: Springer Nature Switzerland; 2026:5-21. doi:10.1007/978-3-032-19105-2_1'
apa: 'Jaster, B., Tharwat, A., Sheikh, E. M., Kohlhase, M., & Schenck, W. (2026).
Low Query Budget Active Learning for Classification and Regression. In I. Koprinska,
J. Mendes-Moreira, & P. Branco (Eds.), Machine Learning and Principles
and Practice of Knowledge Discovery in Databases. International Workshops of ECML
PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part
IV (pp. 5–21). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-19105-2_1'
bibtex: '@inproceedings{Jaster_Tharwat_Sheikh_Kohlhase_Schenck_2026, place={Cham},
series={Communications in Computer and Information Science}, title={Low Query
Budget Active Learning for Classification and Regression}, DOI={10.1007/978-3-032-19105-2_1},
booktitle={Machine Learning and Principles and Practice of Knowledge Discovery
in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
15–19, 2025, Revised Selected Papers, Part IV}, publisher={Springer Nature Switzerland},
author={Jaster, Bjarne and Tharwat, Alaa and Sheikh, Eiram Mahera and Kohlhase,
Martin and Schenck, Wolfram}, editor={Koprinska, Irena and Mendes-Moreira, João
and Branco, PaulaEditors}, year={2026}, pages={5–21}, collection={Communications
in Computer and Information Science} }'
chicago: 'Jaster, Bjarne, Alaa Tharwat, Eiram Mahera Sheikh, Martin Kohlhase, and
Wolfram Schenck. “Low Query Budget Active Learning for Classification and Regression.”
In Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025,
Revised Selected Papers, Part IV, edited by Irena Koprinska, João Mendes-Moreira,
and Paula Branco, 5–21. Communications in Computer and Information Science. Cham:
Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-19105-2_1.'
ieee: B. Jaster, A. Tharwat, E. M. Sheikh, M. Kohlhase, and W. Schenck, “Low Query
Budget Active Learning for Classification and Regression,” in Machine Learning
and Principles and Practice of Knowledge Discovery in Databases. International
Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected
Papers, Part IV, Porto, Portugal, 2026, pp. 5–21.
mla: Jaster, Bjarne, et al. “Low Query Budget Active Learning for Classification
and Regression.” Machine Learning and Principles and Practice of Knowledge
Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal,
September 15–19, 2025, Revised Selected Papers, Part IV, edited by Irena Koprinska
et al., Springer Nature Switzerland, 2026, pp. 5–21, doi:10.1007/978-3-032-19105-2_1.
short: 'B. Jaster, A. Tharwat, E.M. Sheikh, M. Kohlhase, W. Schenck, in: I. Koprinska,
J. Mendes-Moreira, P. Branco (Eds.), Machine Learning and Principles and Practice
of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025,
Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV, Springer
Nature Switzerland, Cham, 2026, pp. 5–21.'
conference:
end_date: 2025-09-19
location: Porto, Portugal
name: ECML PKDD 2025
start_date: 2025-09-15
date_created: 2026-05-10T07:55:29Z
date_updated: 2026-06-01T15:18:27Z
doi: 10.1007/978-3-032-19105-2_1
editor:
- first_name: Irena
full_name: Koprinska, Irena
last_name: Koprinska
- first_name: João
full_name: Mendes-Moreira, João
last_name: Mendes-Moreira
- first_name: Paula
full_name: Branco, Paula
last_name: Branco
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://rdcu.be/fh03T
oa: '1'
page: 5-21
place: Cham
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
name: Institut für Systemdynamik und Mechatronik
publication: Machine Learning and Principles and Practice of Knowledge Discovery in
Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
15–19, 2025, Revised Selected Papers, Part IV
publication_identifier:
eisbn:
- 978-3-032-19105-2
eissn:
- 1865-0937
isbn:
- 978-3-032-19104-5
issn:
- 1865-0929
publication_status: published
publisher: Springer Nature Switzerland
series_title: Communications in Computer and Information Science
status: public
title: Low Query Budget Active Learning for Classification and Regression
type: conference
user_id: '226669'
year: '2026'
...
---
_id: '6655'
article_number: '114295'
author:
- first_name: Alaa
full_name: Tharwat, Alaa
id: '238549'
last_name: Tharwat
- first_name: Bjarne
full_name: Jaster, Bjarne
id: '252434'
last_name: Jaster
orcid: 0000-0002-8362-5369
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/207108820
- first_name: Wolfram
full_name: Schenck, Wolfram
id: '224375'
last_name: Schenck
orcid: 0000-0003-3300-2048
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/207108821
- first_name: Martin
full_name: Kohlhase, Martin
id: '226669'
last_name: Kohlhase
orcid: 0009-0002-9374-0720
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/207108822
citation:
alphadin: 'Tharwat, Alaa ; Jaster,
Bjarne ; Schenck, Wolfram
; Kohlhase, Martin: Active learning
evaluation metrics for classification and regression frameworks. In: Engineering
Applications of Artificial Intelligence Bd. 171, Elsevier BV (2026)'
ama: Tharwat A, Jaster B, Schenck W, Kohlhase M. Active learning evaluation metrics
for classification and regression frameworks. Engineering Applications of Artificial
Intelligence. 2026;171. doi:10.1016/j.engappai.2026.114295
apa: Tharwat, A., Jaster, B., Schenck, W., & Kohlhase, M. (2026). Active learning
evaluation metrics for classification and regression frameworks. Engineering
Applications of Artificial Intelligence, 171. https://doi.org/10.1016/j.engappai.2026.114295
bibtex: '@article{Tharwat_Jaster_Schenck_Kohlhase_2026, title={Active learning evaluation
metrics for classification and regression frameworks}, volume={171}, DOI={10.1016/j.engappai.2026.114295},
number={114295}, journal={Engineering Applications of Artificial Intelligence},
publisher={Elsevier BV}, author={Tharwat, Alaa and Jaster, Bjarne and Schenck,
Wolfram and Kohlhase, Martin}, year={2026} }'
chicago: Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active
Learning Evaluation Metrics for Classification and Regression Frameworks.” Engineering
Applications of Artificial Intelligence 171 (2026). https://doi.org/10.1016/j.engappai.2026.114295.
ieee: A. Tharwat, B. Jaster, W. Schenck, and M. Kohlhase, “Active learning evaluation
metrics for classification and regression frameworks,” Engineering Applications
of Artificial Intelligence, vol. 171, 2026.
mla: Tharwat, Alaa, et al. “Active Learning Evaluation Metrics for Classification
and Regression Frameworks.” Engineering Applications of Artificial Intelligence,
vol. 171, 114295, Elsevier BV, 2026, doi:10.1016/j.engappai.2026.114295.
short: A. Tharwat, B. Jaster, W. Schenck, M. Kohlhase, Engineering Applications
of Artificial Intelligence 171 (2026).
date_created: 2026-02-27T10:10:55Z
date_updated: 2026-06-01T15:11:58Z
doi: 10.1016/j.engappai.2026.114295
intvolume: ' 171'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1016/j.engappai.2026.114295
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
name: Institut für Systemdynamik und Mechatronik
publication: Engineering Applications of Artificial Intelligence
publication_identifier:
issn:
- '09521976'
publication_status: published
publisher: Elsevier BV
status: public
title: Active learning evaluation metrics for classification and regression frameworks
type: journal_article
user_id: '226669'
volume: 171
year: '2026'
...
---
_id: '6904'
abstract:
- lang: eng
text: "Der Berufsstand der Wirtschaftsprüfer und das Rechnungswesen von Unternehmen
kämpfen aktuell mit einem sinkenden Image sowie einem massiven Fachkräftemangel.
Als zentrale Antwort darauf gilt die fortschreitende Digitalisierung und der Einsatz
von KI, die bereits heute zu einer weitgehenden Automatisierung operativer Kernprozesse
wie dem „Purchase-to-Pay“-Porzess führen. \r\nWährend das Institut für Arbeitsmarkt-
und Berufsforschung (IAB) für Buchhaltungstätigkeiten ein Automatisierungspotenzial
von 100 % sieht, liegt dieses in der Wirtschaftsprüfung bei etwa 57 %. In der
Prüfungspraxis verschiebt sich der Fokus von Routineaufgaben hin zu risikoorientierten
Datenanalysen, IT-Systemprüfungen und der Nachhaltigkeitsberichterstattung, wobei
das finale Urteil weiterhin beim Menschen verbleibt („Human-in-the-Loop“). \r\nFür
die Hochschulausbildung bedeutet diese Transformation, dass neben den klassischen
Basiskompetenzen vermehrt Spezialwissen in der Datenanalyse sowie übergreifende
Meta-Kompetenzen wie „Data Literacy“ und grundlegendes KI-Verständnis vermittelt
werden müssen. Hochschulen sind daher gefordert, diesen Wandel durch neue Lehrformate
und Kooperationen mit der Praxis aktiv mitzugestalten, um den steigenden qualitativen
Anforderungen an künftige Mitarbeitende gerecht zu werden."
author:
- first_name: Tim
full_name: Kampe, Tim
id: '222105'
last_name: Kampe
orcid: 0000-0003-1217-1360
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1217-1360/work/214648057
citation:
alphadin: 'Kampe, Tim: Digitalisierung
und KI in der Abschlussprüfung: Änderungen in Rechnungslegung und Wirtschaftsprüfung
und ihre Auswirkungen auf die Hochschulausbildung. In: 46. Tagung des Arbeitskreises
„Steuern und Wirtschaftsprüfung“ der Professorinnen und Professoren an Hochschulen
für angewandte Wissenschaften, Bad Mergentheim, 11.-13.05., 2026'
ama: 'Kampe T. Digitalisierung und KI in der Abschlussprüfung: Änderungen in Rechnungslegung
und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung. In:
46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim,
11.-13.05. ; 2026.'
apa: 'Kampe, T. (2026). Digitalisierung und KI in der Abschlussprüfung: Änderungen
in Rechnungslegung und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung.
In 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim,
11.-13.05. Bad Mergentheim.'
bibtex: '@inproceedings{Kampe_2026, title={Digitalisierung und KI in der Abschlussprüfung:
Änderungen in Rechnungslegung und Wirtschaftsprüfung und ihre Auswirkungen auf
die Hochschulausbildung}, booktitle={46. Tagung des Arbeitskreises „Steuern und
Wirtschaftsprüfung“ der Professorinnen und Professoren an Hochschulen für angewandte
Wissenschaften, Bad Mergentheim, 11.-13.05.}, author={Kampe, Tim}, year={2026}
}'
chicago: 'Kampe, Tim. “Digitalisierung und KI in der Abschlussprüfung: Änderungen
in Rechnungslegung und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung.”
In 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim,
11.-13.05., 2026.'
ieee: 'T. Kampe, “Digitalisierung und KI in der Abschlussprüfung: Änderungen in
Rechnungslegung und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung,”
in 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim,
11.-13.05., Bad Mergentheim, 2026.'
mla: 'Kampe, Tim. “Digitalisierung und KI in der Abschlussprüfung: Änderungen in
Rechnungslegung und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung.”
46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim,
11.-13.05., 2026.'
short: 'T. Kampe, in: 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“
der Professorinnen und Professoren an Hochschulen für angewandte Wissenschaften,
Bad Mergentheim, 11.-13.05., 2026.'
conference:
end_date: 2026-05-13
location: Bad Mergentheim
name: 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften
start_date: 2026-05-10
date_created: 2026-05-13T13:40:41Z
date_updated: 2026-05-17T16:51:56Z
keyword:
- Wirtschaftsprüfung
- Rechnungswesen
- Künstliche Intelligenz
- Fachkräftemangel
- Hochschullehre
- Data Literacy
- Automatisierung
language:
- iso: ger
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 46. Tagung des Arbeitskreises „Steuern und Wirtschaftsprüfung“ der Professorinnen
und Professoren an Hochschulen für angewandte Wissenschaften, Bad Mergentheim, 11.-13.05.
publication_status: published
status: public
title: 'Digitalisierung und KI in der Abschlussprüfung: Änderungen in Rechnungslegung
und Wirtschaftsprüfung und ihre Auswirkungen auf die Hochschulausbildung'
type: conference
user_id: '222105'
year: '2026'
...
---
_id: '6297'
alternative_id:
- '6602'
- '7061'
alternative_title:
- 'Sensor Integration in Orthoses for the Treatment of Diabetic Foot Syndrome: a Technical
Consideration'
author:
- first_name: Vincent
full_name: Katter, Vincent
id: '239593'
last_name: Katter
orcid: 0009-0002-3257-3877
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-3257-3877/work/197742772
- first_name: Carolin
full_name: Huperz, Carolin
id: '252602'
last_name: Huperz
- first_name: Martin
full_name: Kohlhase, Martin
id: '226669'
last_name: Kohlhase
orcid: 0009-0002-9374-0720
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/197573931
- first_name: J.
full_name: Bartsch, J.
last_name: Bartsch
- first_name: Ismail
full_name: Özlü, Ismail
id: '247205'
last_name: Özlü
orcid: 0009-0005-9808-0858
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-9808-0858/work/220971640
- first_name: M
full_name: Regier, M
last_name: Regier
- first_name: R.I.
full_name: Amelung, R.I.
last_name: Amelung
- first_name: B.
full_name: Klemme, B.
last_name: Klemme
citation:
alphadin: 'Katter, Vincent ; Huperz, Carolin ; Kohlhase,
Martin ; Bartsch, J. ; Özlü, Ismail ; Regier,
M ; Amelung, R.I. ; Klemme, B.: Sensorintegration in Orthesen
zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung. In:
Orthopädie Technik, Verlag Orthopädie-Technik (2025), Nr. 11, S. 68–73'
ama: 'Katter V, Huperz C, Kohlhase M, et al. Sensorintegration in Orthesen zur Versorgung
des Diabetischen Fußsyndroms: eine technische Betrachtung. Orthopädie Technik.
2025;(11):68-73.'
apa: 'Katter, V., Huperz, C., Kohlhase, M., Bartsch, J., Özlü, I., Regier, M., …
Klemme, B. (2025). Sensorintegration in Orthesen zur Versorgung des Diabetischen
Fußsyndroms: eine technische Betrachtung. Orthopädie Technik, (11), 68–73.'
bibtex: '@article{Katter_Huperz_Kohlhase_Bartsch_Özlü_Regier_Amelung_Klemme_2025,
title={Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
eine technische Betrachtung}, number={11}, journal={Orthopädie Technik}, publisher={Verlag
Orthopädie-Technik}, author={Katter, Vincent and Huperz, Carolin and Kohlhase,
Martin and Bartsch, J. and Özlü, Ismail and Regier, M and Amelung, R.I. and Klemme,
B.}, year={2025}, pages={68–73} }'
chicago: 'Katter, Vincent, Carolin Huperz, Martin Kohlhase, J. Bartsch, Ismail Özlü,
M Regier, R.I. Amelung, and B. Klemme. “Sensorintegration in Orthesen zur Versorgung
des Diabetischen Fußsyndroms: eine technische Betrachtung.” Orthopädie Technik,
no. 11 (2025): 68–73.'
ieee: 'V. Katter et al., “Sensorintegration in Orthesen zur Versorgung des
Diabetischen Fußsyndroms: eine technische Betrachtung,” Orthopädie Technik,
no. 11, pp. 68–73, 2025.'
mla: 'Katter, Vincent, et al. “Sensorintegration in Orthesen zur Versorgung des
Diabetischen Fußsyndroms: eine technische Betrachtung.” Orthopädie Technik,
no. 11, Verlag Orthopädie-Technik, 2025, pp. 68–73.'
short: V. Katter, C. Huperz, M. Kohlhase, J. Bartsch, I. Özlü, M. Regier, R.I. Amelung,
B. Klemme, Orthopädie Technik (2025) 68–73.
date_created: 2025-11-17T11:55:55Z
date_updated: 2026-07-17T07:52:46Z
department:
- _id: '103'
extern: '1'
issue: '11'
keyword:
- Diabetisches Fußsyndrom (DFS)
- Smarte Orthese
- Plantardruckmessung
- Anomalieerkennung
- Künstliche Intelligenz
language:
- iso: ger
main_file_link:
- url: https://360-ot.de/sensorintegration-in-orthesen-zur-versorgung-des-diabetischen-fusssyndroms-eine-technische-betrachtung/
page: 68 - 73
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Orthopädie Technik
publication_identifier:
issn:
- 0340-5591
publication_status: published
publisher: Verlag Orthopädie-Technik
quality_controlled: '1'
status: public
title: 'Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms:
eine technische Betrachtung'
type: journal_article
user_id: '220548'
year: '2025'
...
---
_id: '6222'
author:
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/193817357
- first_name: Maria
full_name: Kobert, Maria
id: '242937'
last_name: Kobert
- first_name: Julia
full_name: Siderska, Julia
last_name: Siderska
citation:
alphadin: 'Süße, Thomas ; Kobert,
Maria ; Siderska, Julia:
Key elements of digital competence in professional sales & service work: Development
and evaluation of a self-assessment scale for frontline employees. In: Engineering
Management in Production and Services Bd. 17, Walter de Gruyter GmbH (2025),
Nr. 3, S. 51–67'
ama: 'Süße T, Kobert M, Siderska J. Key elements of digital competence in professional
sales & service work: Development and evaluation of a self-assessment scale
for frontline employees. Engineering Management in Production and Services.
2025;17(3):51-67. doi:10.2478/emj-2025-0019'
apa: 'Süße, T., Kobert, M., & Siderska, J. (2025). Key elements of digital competence
in professional sales & service work: Development and evaluation of a self-assessment
scale for frontline employees. Engineering Management in Production and Services,
17(3), 51–67. https://doi.org/10.2478/emj-2025-0019'
bibtex: '@article{Süße_Kobert_Siderska_2025, title={Key elements of digital competence
in professional sales & service work: Development and evaluation of a self-assessment
scale for frontline employees}, volume={17}, DOI={10.2478/emj-2025-0019},
number={3}, journal={Engineering Management in Production and Services}, publisher={Walter
de Gruyter GmbH}, author={Süße, Thomas and Kobert, Maria and Siderska, Julia},
year={2025}, pages={51–67} }'
chicago: 'Süße, Thomas, Maria Kobert, and Julia Siderska. “Key Elements of Digital
Competence in Professional Sales & Service Work: Development and Evaluation
of a Self-Assessment Scale for Frontline Employees.” Engineering Management
in Production and Services 17, no. 3 (2025): 51–67. https://doi.org/10.2478/emj-2025-0019.'
ieee: 'T. Süße, M. Kobert, and J. Siderska, “Key elements of digital competence
in professional sales & service work: Development and evaluation of a self-assessment
scale for frontline employees,” Engineering Management in Production and Services,
vol. 17, no. 3, pp. 51–67, 2025.'
mla: 'Süße, Thomas, et al. “Key Elements of Digital Competence in Professional Sales
& Service Work: Development and Evaluation of a Self-Assessment Scale for
Frontline Employees.” Engineering Management in Production and Services,
vol. 17, no. 3, Walter de Gruyter GmbH, 2025, pp. 51–67, doi:10.2478/emj-2025-0019.'
short: T. Süße, M. Kobert, J. Siderska, Engineering Management in Production and
Services 17 (2025) 51–67.
date_created: 2025-10-08T12:27:14Z
date_updated: 2026-06-30T09:29:39Z
doi: 10.2478/emj-2025-0019
file:
- access_level: open_access
content_type: application/pdf
creator: tsuesse
date_created: 2025-10-08T12:27:08Z
date_updated: 2025-10-08T12:27:08Z
file_id: '6223'
file_name: Key_elements_of_digital_competence_in_professional_sales_service_work_Development_and_evaluation_of_.pdf
file_size: 575287
relation: main_file
success: 1
file_date_updated: 2025-10-08T12:27:08Z
has_accepted_license: '1'
intvolume: ' 17'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 51-67
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Engineering Management in Production and Services
publication_identifier:
eissn:
- 2543-912X
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: 'Key elements of digital competence in professional sales & service work: Development
and evaluation of a self-assessment scale for frontline employees'
tmp:
image: /images/cc_by_nc_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
(CC BY-NC-ND 4.0)
short: CC BY-NC-ND (4.0)
type: journal_article
urn: urn:nbn:de:hbz:bi10-62221
user_id: '241496'
volume: 17
year: '2025'
...
---
_id: '6805'
alternative_id:
- '6929'
author:
- first_name: Philipp
full_name: Korte, Philipp
id: '214999'
last_name: Korte
orcid: 0009-0009-2253-2757
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-2253-2757/work/216098252
- first_name: Luca
full_name: Carminati, Luca
last_name: Carminati
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/208236859
- first_name: Maria
full_name: Kobert, Maria
id: '242937'
last_name: Kobert
- first_name: Chiara
full_name: Cimini, Chiara
last_name: Cimini
- first_name: Alexandra
full_name: Lagorio, Alexandra
last_name: Lagorio
- first_name: Fabiana
full_name: Pirola, Fabiana
last_name: Pirola
citation:
alphadin: 'Korte, Philipp ; Carminati, Luca ; Süße,
Thomas ; Kobert, Maria ;
Cimini, Chiara ; Lagorio,
Alexandra ; Pirola, Fabiana:
Educational Pathways for Industry 5.0: Development and Evaluation of a Collaborative
Learning Cube Defining Learning Objectives, Curriculum Structure, and Certification
Processes Across Different Professional Levels. In: Camarinha-Matos,
L. M. ; Ortiz, A. ; Boucher, X. ; Soares,
A. L. (Hrsg.): Hybrid Human-AI Collaborative Networks. 26th IFIP WG
5.5 SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal,
October 27-29, 2025, Proceedings, Part II, IFIP Advances in Information
and Communication Technology. Cham : Springer Nature Switzerland, 2025, S. 137–153'
ama: 'Korte P, Carminati L, Süße T, et al. Educational Pathways for Industry 5.0:
Development and Evaluation of a Collaborative Learning Cube Defining Learning
Objectives, Curriculum Structure, and Certification Processes Across Different
Professional Levels. In: Camarinha-Matos LM, Ortiz A, Boucher X, Soares AL, eds.
Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET Working Conference
on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October 27-29, 2025, Proceedings,
Part II. IFIP Advances in Information and Communication Technology. Cham:
Springer Nature Switzerland; 2025:137-153. doi:10.1007/978-3-032-05681-8_9'
apa: 'Korte, P., Carminati, L., Süße, T., Kobert, M., Cimini, C., Lagorio, A., &
Pirola, F. (2025). Educational Pathways for Industry 5.0: Development and Evaluation
of a Collaborative Learning Cube Defining Learning Objectives, Curriculum Structure,
and Certification Processes Across Different Professional Levels. In L. M. Camarinha-Matos,
A. Ortiz, X. Boucher, & A. L. Soares (Eds.), Hybrid Human-AI Collaborative
Networks. 26th IFIP WG 5.5 SOCOLNET Working Conference on Virtual Enterprises,
PRO-VE 2025, Porto, Portugal, October 27-29, 2025, Proceedings, Part II (pp.
137–153). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-05681-8_9'
bibtex: '@inbook{Korte_Carminati_Süße_Kobert_Cimini_Lagorio_Pirola_2025, place={Cham},
series={IFIP Advances in Information and Communication Technology}, title={Educational
Pathways for Industry 5.0: Development and Evaluation of a Collaborative Learning
Cube Defining Learning Objectives, Curriculum Structure, and Certification Processes
Across Different Professional Levels}, DOI={10.1007/978-3-032-05681-8_9},
booktitle={Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET Working
Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October 27-29,
2025, Proceedings, Part II}, publisher={Springer Nature Switzerland}, author={Korte,
Philipp and Carminati, Luca and Süße, Thomas and Kobert, Maria and Cimini, Chiara
and Lagorio, Alexandra and Pirola, Fabiana}, editor={Camarinha-Matos, Luis M.
and Ortiz, Angel and Boucher, Xavier and Soares, Antonio LucasEditors}, year={2025},
pages={137–153}, collection={IFIP Advances in Information and Communication Technology}
}'
chicago: 'Korte, Philipp, Luca Carminati, Thomas Süße, Maria Kobert, Chiara Cimini,
Alexandra Lagorio, and Fabiana Pirola. “Educational Pathways for Industry 5.0:
Development and Evaluation of a Collaborative Learning Cube Defining Learning
Objectives, Curriculum Structure, and Certification Processes Across Different
Professional Levels.” In Hybrid Human-AI Collaborative Networks. 26th IFIP
WG 5.5 SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2025, Porto,
Portugal, October 27-29, 2025, Proceedings, Part II, edited by Luis M. Camarinha-Matos,
Angel Ortiz, Xavier Boucher, and Antonio Lucas Soares, 137–53. IFIP Advances in
Information and Communication Technology. Cham: Springer Nature Switzerland, 2025.
https://doi.org/10.1007/978-3-032-05681-8_9.'
ieee: 'P. Korte et al., “Educational Pathways for Industry 5.0: Development
and Evaluation of a Collaborative Learning Cube Defining Learning Objectives,
Curriculum Structure, and Certification Processes Across Different Professional
Levels,” in Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET
Working Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October
27-29, 2025, Proceedings, Part II, L. M. Camarinha-Matos, A. Ortiz, X. Boucher,
and A. L. Soares, Eds. Cham: Springer Nature Switzerland, 2025, pp. 137–153.'
mla: 'Korte, Philipp, et al. “Educational Pathways for Industry 5.0: Development
and Evaluation of a Collaborative Learning Cube Defining Learning Objectives,
Curriculum Structure, and Certification Processes Across Different Professional
Levels.” Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET
Working Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October
27-29, 2025, Proceedings, Part II, edited by Luis M. Camarinha-Matos et al.,
Springer Nature Switzerland, 2025, pp. 137–53, doi:10.1007/978-3-032-05681-8_9.'
short: 'P. Korte, L. Carminati, T. Süße, M. Kobert, C. Cimini, A. Lagorio, F. Pirola,
in: L.M. Camarinha-Matos, A. Ortiz, X. Boucher, A.L. Soares (Eds.), Hybrid Human-AI
Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET Working Conference on Virtual
Enterprises, PRO-VE 2025, Porto, Portugal, October 27-29, 2025, Proceedings, Part
II, Springer Nature Switzerland, Cham, 2025, pp. 137–153.'
date_created: 2026-03-12T09:14:34Z
date_updated: 2026-06-30T09:29:30Z
doi: 10.1007/978-3-032-05681-8_9
editor:
- first_name: Luis M.
full_name: Camarinha-Matos, Luis M.
last_name: Camarinha-Matos
- first_name: Angel
full_name: Ortiz, Angel
last_name: Ortiz
- first_name: Xavier
full_name: Boucher, Xavier
last_name: Boucher
- first_name: Antonio Lucas
full_name: Soares, Antonio Lucas
last_name: Soares
language:
- iso: eng
page: 137-153
place: Cham
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Hybrid Human-AI Collaborative Networks. 26th IFIP WG 5.5 SOCOLNET Working
Conference on Virtual Enterprises, PRO-VE 2025, Porto, Portugal, October 27-29,
2025, Proceedings, Part II
publication_identifier:
eisbn:
- 978-3-032-05681-8
eissn:
- 1868-422X
isbn:
- 978-3-032-05680-1
issn:
- 1868-4238
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
series_title: IFIP Advances in Information and Communication Technology
status: public
title: 'Educational Pathways for Industry 5.0: Development and Evaluation of a Collaborative
Learning Cube Defining Learning Objectives, Curriculum Structure, and Certification
Processes Across Different Professional Levels'
type: book_chapter
user_id: '241496'
year: '2025'
...
---
_id: '6225'
alternative_id:
- '6931'
article_type: original
author:
- first_name: Philipp
full_name: Korte, Philipp
id: '214999'
last_name: Korte
orcid: 0009-0009-2253-2757
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-2253-2757/work/216097105
- first_name: Thomas
full_name: Süße, Thomas
id: '241496'
last_name: Süße
orcid: 0000-0001-6832-7753
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/193745567
- first_name: Maria
full_name: Kobert, Maria
id: '242937'
last_name: Kobert
- first_name: Caroline
full_name: Kries, Caroline
last_name: Kries
- first_name: Bernd-Friedrich
full_name: Voigt, Bernd-Friedrich
last_name: Voigt
citation:
alphadin: 'Korte, Philipp ; Süße, Thomas ; Kobert,
Maria ; Kries, Caroline ;
Voigt, Bernd-Friedrich: Perception
of transformational leadership and digital competence with varying degrees of
permanence of virtual work: insights on work virtualization during the COVID-19
lockdown. In: Strategy & Leadership Bd. 54, emerald insight (2025),
Nr. 1, S. 1–22'
ama: 'Korte P, Süße T, Kobert M, Kries C, Voigt B-F. Perception of transformational
leadership and digital competence with varying degrees of permanence of virtual
work: insights on work virtualization during the COVID-19 lockdown. Strategy
& Leadership. 2025;54(1):1-22. doi:10.1108/SL-03-2025-0051'
apa: 'Korte, P., Süße, T., Kobert, M., Kries, C., & Voigt, B.-F. (2025). Perception
of transformational leadership and digital competence with varying degrees of
permanence of virtual work: insights on work virtualization during the COVID-19
lockdown. Strategy & Leadership, 54(1), 1–22. https://doi.org/10.1108/SL-03-2025-0051'
bibtex: '@article{Korte_Süße_Kobert_Kries_Voigt_2025, title={Perception of transformational
leadership and digital competence with varying degrees of permanence of virtual
work: insights on work virtualization during the COVID-19 lockdown}, volume={54},
DOI={10.1108/SL-03-2025-0051},
number={1}, journal={Strategy & Leadership}, publisher={emerald insight},
author={Korte, Philipp and Süße, Thomas and Kobert, Maria and Kries, Caroline
and Voigt, Bernd-Friedrich}, year={2025}, pages={1–22} }'
chicago: 'Korte, Philipp, Thomas Süße, Maria Kobert, Caroline Kries, and Bernd-Friedrich
Voigt. “Perception of Transformational Leadership and Digital Competence with
Varying Degrees of Permanence of Virtual Work: Insights on Work Virtualization
during the COVID-19 Lockdown.” Strategy & Leadership 54, no. 1 (2025):
1–22. https://doi.org/10.1108/SL-03-2025-0051.'
ieee: 'P. Korte, T. Süße, M. Kobert, C. Kries, and B.-F. Voigt, “Perception of transformational
leadership and digital competence with varying degrees of permanence of virtual
work: insights on work virtualization during the COVID-19 lockdown,” Strategy
& Leadership, vol. 54, no. 1, pp. 1–22, 2025.'
mla: 'Korte, Philipp, et al. “Perception of Transformational Leadership and Digital
Competence with Varying Degrees of Permanence of Virtual Work: Insights on Work
Virtualization during the COVID-19 Lockdown.” Strategy & Leadership,
vol. 54, no. 1, emerald insight, 2025, pp. 1–22, doi:10.1108/SL-03-2025-0051.'
short: P. Korte, T. Süße, M. Kobert, C. Kries, B.-F. Voigt, Strategy & Leadership
54 (2025) 1–22.
date_created: 2025-10-08T12:36:49Z
date_updated: 2026-06-30T09:29:17Z
doi: 10.1108/SL-03-2025-0051
intvolume: ' 54'
issue: '1'
keyword:
- Transformational leadership
- Digital competence
- Virtual leadership
- COVID-19 pandemic
- Virtual work design
language:
- iso: eng
page: 1-22
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Strategy & Leadership
publication_identifier:
eissn:
- 1758-9568
issn:
- 1087-8572
publication_status: published
publisher: emerald insight
quality_controlled: '1'
status: public
title: 'Perception of transformational leadership and digital competence with varying
degrees of permanence of virtual work: insights on work virtualization during the
COVID-19 lockdown'
type: journal_article
user_id: '241496'
volume: 54
year: '2025'
...
---
_id: '5407'
alternative_id:
- '7001'
author:
- first_name: Sergej
full_name: Schultenkämper, Sergej
id: '236164'
last_name: Schultenkämper
orcid: 0009-0005-6858-9813
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-6858-9813/work/180728496
- first_name: Viktoriia
full_name: Vovchenko, Viktoriia
id: '252442'
last_name: Vovchenko
orcid: 0009-0004-9798-1112
- first_name: Frederik
full_name: Bäumer, Frederik
id: '241734'
last_name: Bäumer
orcid: 0000-0002-0826-0144
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-0826-0144/work/180728497
citation:
alphadin: 'Schultenkämper, Sergej
; Vovchenko, Viktoriia ; Bäumer,
Frederik: Enhancing Social Media Summarization with Instruction Tuned Large
Language Models and Adaptive Summary Ranking. In: IEEE
(Hrsg.): The 13th IEEE International Workshop on Semantic Computing for Social
Networking: from user information to social knowledge and ethical AI, 2025'
ama: 'Schultenkämper S, Vovchenko V, Bäumer F. Enhancing Social Media Summarization
with Instruction Tuned Large Language Models and Adaptive Summary Ranking. In:
IEEE, ed. The 13th IEEE International Workshop on Semantic Computing for Social
Networking: From User Information to Social Knowledge and Ethical AI. ; 2025.
doi:10.1109/ICSC64641.2025.00045'
apa: 'Schultenkämper, S., Vovchenko, V., & Bäumer, F. (2025). Enhancing Social
Media Summarization with Instruction Tuned Large Language Models and Adaptive
Summary Ranking. In IEEE (Ed.), The 13th IEEE International Workshop on Semantic
Computing for Social Networking: from user information to social knowledge and
ethical AI. Laguna Hills, CA. https://doi.org/10.1109/ICSC64641.2025.00045'
bibtex: '@inproceedings{Schultenkämper_Vovchenko_Bäumer_2025, title={Enhancing Social
Media Summarization with Instruction Tuned Large Language Models and Adaptive
Summary Ranking}, DOI={10.1109/ICSC64641.2025.00045},
booktitle={The 13th IEEE International Workshop on Semantic Computing for Social
Networking: from user information to social knowledge and ethical AI}, author={Schultenkämper,
Sergej and Vovchenko, Viktoriia and Bäumer, Frederik}, editor={IEEEEditor}, year={2025}
}'
chicago: 'Schultenkämper, Sergej, Viktoriia Vovchenko, and Frederik Bäumer. “Enhancing
Social Media Summarization with Instruction Tuned Large Language Models and Adaptive
Summary Ranking.” In The 13th IEEE International Workshop on Semantic Computing
for Social Networking: From User Information to Social Knowledge and Ethical AI,
edited by IEEE, 2025. https://doi.org/10.1109/ICSC64641.2025.00045.'
ieee: 'S. Schultenkämper, V. Vovchenko, and F. Bäumer, “Enhancing Social Media Summarization
with Instruction Tuned Large Language Models and Adaptive Summary Ranking,” in
The 13th IEEE International Workshop on Semantic Computing for Social Networking:
from user information to social knowledge and ethical AI, Laguna Hills, CA,
2025.'
mla: 'Schultenkämper, Sergej, et al. “Enhancing Social Media Summarization with
Instruction Tuned Large Language Models and Adaptive Summary Ranking.” The
13th IEEE International Workshop on Semantic Computing for Social Networking:
From User Information to Social Knowledge and Ethical AI, edited by IEEE,
2025, doi:10.1109/ICSC64641.2025.00045.'
short: 'S. Schultenkämper, V. Vovchenko, F. Bäumer, in: IEEE (Ed.), The 13th IEEE
International Workshop on Semantic Computing for Social Networking: From User
Information to Social Knowledge and Ethical AI, 2025.'
conference:
end_date: 2025-02-05
location: Laguna Hills, CA
name: IEEE International Conference on Semantic Computing
start_date: 2025-02-03
corporate_editor:
- IEEE
date_created: 2025-01-27T08:57:14Z
date_updated: 2026-06-22T07:57:02Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1109/ICSC64641.2025.00045
language:
- iso: eng
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 'The 13th IEEE International Workshop on Semantic Computing for Social
Networking: from user information to social knowledge and ethical AI'
publication_status: published
quality_controlled: '1'
status: public
title: Enhancing Social Media Summarization with Instruction Tuned Large Language
Models and Adaptive Summary Ranking
type: conference
user_id: '220548'
year: '2025'
...
---
_id: '6797'
author:
- first_name: Lennart
full_name: Schipper, Lennart
last_name: Schipper
- first_name: Christian
full_name: Schwede, Christian
id: '237874'
last_name: Schwede
orcid: 0009-0003-0431-6547
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-0431-6547/work/208363952
citation:
alphadin: 'Schipper, Lennart ; Schwede, Christian: Automated Adaptation
of Digital Twins for Production Line Design by Adapting Existing Models Through
LLM-Guided Expert Interviews. In: Rank
, S. ; Kühn , M. ; Schmidt, T. (Hrsg.): Simulation in
Produktion und Logistik 2025. Dresden : Technische Universität Dresden, Professur
für Technische Logistik , 2025'
ama: 'Schipper L, Schwede C. Automated Adaptation of Digital Twins for Production
Line Design by Adapting Existing Models Through LLM-Guided Expert Interviews.
In: Rank S, Kühn M, Schmidt T, eds. Simulation in Produktion Und Logistik
2025. Dresden: Technische Universität Dresden, Professur für Technische Logistik
; 2025. doi:10.25368/2025.247'
apa: 'Schipper, L., & Schwede, C. (2025). Automated Adaptation of Digital Twins
for Production Line Design by Adapting Existing Models Through LLM-Guided Expert
Interviews. In S. Rank , M. Kühn , & T. Schmidt (Eds.), Simulation in Produktion
und Logistik 2025. Dresden: Technische Universität Dresden, Professur für
Technische Logistik . https://doi.org/10.25368/2025.247'
bibtex: '@inproceedings{Schipper_Schwede_2025, place={Dresden}, title={Automated
Adaptation of Digital Twins for Production Line Design by Adapting Existing Models
Through LLM-Guided Expert Interviews}, DOI={10.25368/2025.247},
booktitle={Simulation in Produktion und Logistik 2025}, publisher={Technische
Universität Dresden, Professur für Technische Logistik }, author={Schipper, Lennart
and Schwede, Christian}, editor={Rank , Sebastian and Kühn , Mathias and Schmidt,
Thorsten Editors}, year={2025} }'
chicago: 'Schipper, Lennart, and Christian Schwede. “Automated Adaptation of Digital
Twins for Production Line Design by Adapting Existing Models Through LLM-Guided
Expert Interviews.” In Simulation in Produktion Und Logistik 2025, edited
by Sebastian Rank , Mathias Kühn , and Thorsten Schmidt. Dresden: Technische
Universität Dresden, Professur für Technische Logistik , 2025. https://doi.org/10.25368/2025.247.'
ieee: L. Schipper and C. Schwede, “Automated Adaptation of Digital Twins for Production
Line Design by Adapting Existing Models Through LLM-Guided Expert Interviews,”
in Simulation in Produktion und Logistik 2025, Dresden, 2025.
mla: Schipper, Lennart, and Christian Schwede. “Automated Adaptation of Digital
Twins for Production Line Design by Adapting Existing Models Through LLM-Guided
Expert Interviews.” Simulation in Produktion Und Logistik 2025, edited
by Sebastian Rank et al., Technische Universität Dresden, Professur für Technische
Logistik , 2025, doi:10.25368/2025.247.
short: 'L. Schipper, C. Schwede, in: S. Rank , M. Kühn , T. Schmidt (Eds.), Simulation
in Produktion Und Logistik 2025, Technische Universität Dresden, Professur für
Technische Logistik , Dresden, 2025.'
conference:
end_date: 2025-09-26
location: Dresden
name: 21. ASIM-Fachtagung Simulation in Produktion und Logistik
start_date: 2025-09-24
date_created: 2026-03-09T12:17:30Z
date_updated: 2026-06-09T07:33:20Z
doi: 10.25368/2025.247
editor:
- first_name: 'Sebastian '
full_name: 'Rank , Sebastian '
last_name: 'Rank '
- first_name: 'Mathias '
full_name: 'Kühn , Mathias '
last_name: 'Kühn '
- first_name: 'Thorsten '
full_name: 'Schmidt, Thorsten '
last_name: Schmidt
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Dresden
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Simulation in Produktion und Logistik 2025
publication_identifier:
isbn:
- 978-3-86780-806-4
publication_status: published
publisher: 'Technische Universität Dresden, Professur für Technische Logistik '
quality_controlled: '1'
status: public
title: Automated Adaptation of Digital Twins for Production Line Design by Adapting
Existing Models Through LLM-Guided Expert Interviews
type: conference
user_id: '250307'
year: '2025'
...
---
_id: '6796'
author:
- first_name: Patrick
full_name: Farwick, Patrick
last_name: Farwick
- first_name: Christian
full_name: Schwede, Christian
id: '237874'
last_name: Schwede
orcid: 0009-0003-0431-6547
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0003-0431-6547/work/208363767
citation:
alphadin: 'Farwick, Patrick ; Schwede, Christian: Reinforcement Learning
in Production Planning and Control: a Review on State, Action and Reward Design
in Order Release and Production Scheduling. In: IEEE
(Hrsg.): 2025 Winter Simulation Conference (WSC) : IEEE, 2025, S. 1466–1477'
ama: 'Farwick P, Schwede C. Reinforcement Learning in Production Planning and Control:
a Review on State, Action and Reward Design in Order Release and Production Scheduling.
In: IEEE, ed. 2025 Winter Simulation Conference (WSC). IEEE; 2025:1466-1477.
doi:10.1109/WSC68292.2025.11338874'
apa: 'Farwick, P., & Schwede, C. (2025). Reinforcement Learning in Production
Planning and Control: a Review on State, Action and Reward Design in Order Release
and Production Scheduling. In IEEE (Ed.), 2025 Winter Simulation Conference
(WSC) (pp. 1466–1477). Seattle, WA, USA: IEEE. https://doi.org/10.1109/WSC68292.2025.11338874'
bibtex: '@inproceedings{Farwick_Schwede_2025, title={Reinforcement Learning in Production
Planning and Control: a Review on State, Action and Reward Design in Order Release
and Production Scheduling}, DOI={10.1109/WSC68292.2025.11338874},
booktitle={2025 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Farwick,
Patrick and Schwede, Christian}, editor={IEEEEditor}, year={2025}, pages={1466–1477}
}'
chicago: 'Farwick, Patrick, and Christian Schwede. “Reinforcement Learning in Production
Planning and Control: A Review on State, Action and Reward Design in Order Release
and Production Scheduling.” In 2025 Winter Simulation Conference (WSC),
edited by IEEE, 1466–77. IEEE, 2025. https://doi.org/10.1109/WSC68292.2025.11338874.'
ieee: 'P. Farwick and C. Schwede, “Reinforcement Learning in Production Planning
and Control: a Review on State, Action and Reward Design in Order Release and
Production Scheduling,” in 2025 Winter Simulation Conference (WSC), Seattle,
WA, USA, 2025, pp. 1466–1477.'
mla: 'Farwick, Patrick, and Christian Schwede. “Reinforcement Learning in Production
Planning and Control: A Review on State, Action and Reward Design in Order Release
and Production Scheduling.” 2025 Winter Simulation Conference (WSC), edited
by IEEE, IEEE, 2025, pp. 1466–77, doi:10.1109/WSC68292.2025.11338874.'
short: 'P. Farwick, C. Schwede, in: IEEE (Ed.), 2025 Winter Simulation Conference
(WSC), IEEE, 2025, pp. 1466–1477.'
conference:
end_date: 2025-12-10
location: Seattle, WA, USA
name: 2025 Winter Simulation Conference (WSC)
start_date: 2025-12-07
corporate_editor:
- IEEE
date_created: 2026-03-09T12:17:01Z
date_updated: 2026-06-09T07:32:52Z
doi: 10.1109/WSC68292.2025.11338874
language:
- iso: eng
page: 1466-1477
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 2025 Winter Simulation Conference (WSC)
publication_identifier:
eisbn:
- 979-8-3315-8726-0
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Reinforcement Learning in Production Planning and Control: a Review on State,
Action and Reward Design in Order Release and Production Scheduling'
type: conference
user_id: '250307'
year: '2025'
...
---
_id: '6439'
author:
- first_name: Gerhard
full_name: Köhler, Gerhard
last_name: Köhler
- first_name: Werner
full_name: Roth, Werner
last_name: Roth
- first_name: Achim
full_name: Schmidtmann, Achim
id: '232783'
last_name: Schmidtmann
orcid: 0009-0006-7805-1512
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0006-7805-1512/work/205847101
citation:
alphadin: 'Köhler, Gerhard ; Roth, Werner ; Schmidtmann,
Achim: Adaptive IT Service Tendering. The Path to Agile and Effective
IT Outsourcing, Management for Professionals. 1. Aufl. Wiesbaden :
Springer Nature, 2025'
ama: 'Köhler G, Roth W, Schmidtmann A. Adaptive IT Service Tendering. The Path
to Agile and Effective IT Outsourcing. 1st ed. Wiesbaden: Springer Nature;
2025. doi:10.1007/978-3-658-49726-2'
apa: 'Köhler, G., Roth, W., & Schmidtmann, A. (2025). Adaptive IT Service
Tendering. The Path to Agile and Effective IT Outsourcing (1st ed.). Wiesbaden:
Springer Nature. https://doi.org/10.1007/978-3-658-49726-2'
bibtex: '@book{Köhler_Roth_Schmidtmann_2025, place={Wiesbaden}, edition={1}, series={Management
for Professionals}, title={Adaptive IT Service Tendering. The Path to Agile and
Effective IT Outsourcing}, DOI={10.1007/978-3-658-49726-2},
publisher={Springer Nature}, author={Köhler, Gerhard and Roth, Werner and Schmidtmann,
Achim}, year={2025}, collection={Management for Professionals} }'
chicago: 'Köhler, Gerhard, Werner Roth, and Achim Schmidtmann. Adaptive IT Service
Tendering. The Path to Agile and Effective IT Outsourcing. 1st ed. Management
for Professionals. Wiesbaden: Springer Nature, 2025. https://doi.org/10.1007/978-3-658-49726-2.'
ieee: 'G. Köhler, W. Roth, and A. Schmidtmann, Adaptive IT Service Tendering.
The Path to Agile and Effective IT Outsourcing, 1st ed. Wiesbaden: Springer
Nature, 2025.'
mla: Köhler, Gerhard, et al. Adaptive IT Service Tendering. The Path to Agile
and Effective IT Outsourcing. 1st ed., Springer Nature, 2025, doi:10.1007/978-3-658-49726-2.
short: G. Köhler, W. Roth, A. Schmidtmann, Adaptive IT Service Tendering. The Path
to Agile and Effective IT Outsourcing, 1st ed., Springer Nature, Wiesbaden, 2025.
date_created: 2026-01-03T18:35:11Z
date_updated: 2026-06-09T07:32:18Z
department:
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doi: 10.1007/978-3-658-49726-2
edition: '1'
language:
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place: Wiesbaden
project:
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name: Institute for Data Science Solutions
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eissn:
- 2192-810X
isbn:
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issn:
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publication_status: published
publisher: Springer Nature
series_title: Management for Professionals
status: public
title: Adaptive IT Service Tendering. The Path to Agile and Effective IT Outsourcing
type: book
user_id: '250307'
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...
---
_id: '6349'
author:
- first_name: Achim
full_name: Schmidtmann, Achim
id: '232783'
last_name: Schmidtmann
orcid: 0009-0006-7805-1512
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0006-7805-1512/work/197794233
- first_name: Marina
full_name: Babić, Marina
last_name: Babić
- first_name: Sonia Anna
full_name: Chlopek-Duljević, Sonia Anna
last_name: Chlopek-Duljević
- first_name: Theepika
full_name: Kunasegaram, Theepika
last_name: Kunasegaram
citation:
alphadin: 'Schmidtmann, Achim ; Babić, Marina ; Chlopek-Duljević,
Sonia Anna ; Kunasegaram, Theepika:
Artificial Intelligence in Recruiting: A Balancing Act Between Innovation and
Ethics. In: Öztürk, R. ; Auschner,
E. (Hrsg.): Disrupt or Be Disrupted: How does AI shape the Future of
Business and Politics?. Düren : Shaker Verlag, 2025, S. 32'
ama: 'Schmidtmann A, Babić M, Chlopek-Duljević SA, Kunasegaram T. Artificial Intelligence
in Recruiting: A Balancing Act Between Innovation and Ethics. In: Öztürk R, Auschner
E, eds. Disrupt or Be Disrupted: How Does AI Shape the Future of Business and
Politics?. Düren: Shaker Verlag; 2025:32.'
apa: 'Schmidtmann, A., Babić, M., Chlopek-Duljević, S. A., & Kunasegaram, T.
(2025). Artificial Intelligence in Recruiting: A Balancing Act Between Innovation
and Ethics. In R. Öztürk & E. Auschner (Eds.), Disrupt or Be Disrupted:
How does AI shape the Future of Business and Politics? (p. 32). Düren: Shaker
Verlag.'
bibtex: '@inbook{Schmidtmann_Babić_Chlopek-Duljević_Kunasegaram_2025, place={Düren},
title={Artificial Intelligence in Recruiting: A Balancing Act Between Innovation
and Ethics}, booktitle={Disrupt or Be Disrupted: How does AI shape the Future
of Business and Politics?}, publisher={Shaker Verlag}, author={Schmidtmann, Achim
and Babić, Marina and Chlopek-Duljević, Sonia Anna and Kunasegaram, Theepika},
editor={Öztürk, Riza and Auschner, EikaEditors}, year={2025}, pages={32} }'
chicago: 'Schmidtmann, Achim, Marina Babić, Sonia Anna Chlopek-Duljević, and Theepika
Kunasegaram. “Artificial Intelligence in Recruiting: A Balancing Act Between Innovation
and Ethics.” In Disrupt or Be Disrupted: How Does AI Shape the Future of Business
and Politics?, edited by Riza Öztürk and Eika Auschner, 32. Düren: Shaker
Verlag, 2025.'
ieee: 'A. Schmidtmann, M. Babić, S. A. Chlopek-Duljević, and T. Kunasegaram, “Artificial
Intelligence in Recruiting: A Balancing Act Between Innovation and Ethics,” in
Disrupt or Be Disrupted: How does AI shape the Future of Business and Politics?,
R. Öztürk and E. Auschner, Eds. Düren: Shaker Verlag, 2025, p. 32.'
mla: 'Schmidtmann, Achim, et al. “Artificial Intelligence in Recruiting: A Balancing
Act Between Innovation and Ethics.” Disrupt or Be Disrupted: How Does AI Shape
the Future of Business and Politics?, edited by Riza Öztürk and Eika Auschner,
Shaker Verlag, 2025, p. 32.'
short: 'A. Schmidtmann, M. Babić, S.A. Chlopek-Duljević, T. Kunasegaram, in: R.
Öztürk, E. Auschner (Eds.), Disrupt or Be Disrupted: How Does AI Shape the Future
of Business and Politics?, Shaker Verlag, Düren, 2025, p. 32.'
conference:
end_date: 2025-05-15
location: Bielefeld
name: BiCAB - Bielefeld International Conference on Applied Business 2025
start_date: 2025-05-15
date_created: 2025-11-24T17:09:32Z
date_updated: 2026-06-09T07:31:49Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
editor:
- first_name: Riza
full_name: Öztürk, Riza
last_name: Öztürk
- first_name: Eika
full_name: Auschner, Eika
id: '257847'
last_name: Auschner
language:
- iso: eng
page: '32'
place: Düren
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 'Disrupt or Be Disrupted: How does AI shape the Future of Business and
Politics?'
publication_identifier:
unknown:
- 978-3-8191-0181-6
publication_status: published
publisher: Shaker Verlag
status: public
title: 'Artificial Intelligence in Recruiting: A Balancing Act Between Innovation
and Ethics'
type: book_chapter
user_id: '250307'
year: '2025'
...
---
_id: '5972'
author:
- first_name: Lina
full_name: Döring, Lina
id: '231689'
last_name: Döring
orcid: 0009-0000-3555-4183
- first_name: Sebastian
full_name: Trojahn, Sebastian
last_name: Trojahn
- first_name: Pascal
full_name: Reusch, Pascal
id: '223271'
last_name: Reusch
citation:
alphadin: 'Döring, Lina ; Trojahn,
Sebastian ; Reusch, Pascal:
Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto
von Guericke University Library, Magdeburg, Germany (Hrsg.): 18th International
Doctoral Students Workshop on Logistics, Supply Chain and Production Management.
Bd. 18. Magdeburg : Otto von Guericke University Library, Magdeburg, Germany,
2025'
ama: 'Döring L, Trojahn S, Reusch P. Partial Twin – Pragmatic Digital Twin Adoption
for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany, ed. 18th
International Doctoral Students Workshop on Logistics, Supply Chain and Production
Management. Vol 18. Magdeburg: Otto von Guericke University Library, Magdeburg,
Germany; 2025. doi:10.57720/5972'
apa: 'Döring, L., Trojahn, S., & Reusch, P. (2025). Partial Twin – Pragmatic
Digital Twin Adoption for SMEs. In Otto von Guericke University Library, Magdeburg,
Germany (Ed.), 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management (Vol. 18). Magdeburg: Otto von Guericke
University Library, Magdeburg, Germany. https://doi.org/10.57720/5972'
bibtex: '@inproceedings{Döring_Trojahn_Reusch_2025, place={Magdeburg}, title={Partial
Twin – Pragmatic Digital Twin Adoption for SMEs}, volume={18}, DOI={10.57720/5972},
booktitle={18th International Doctoral Students Workshop on Logistics, Supply
Chain and Production Management}, publisher={Otto von Guericke University Library,
Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal},
editor={Otto von Guericke University Library, Magdeburg, GermanyEditor}, year={2025}
}'
chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Partial Twin – Pragmatic
Digital Twin Adoption for SMEs.” In 18th International Doctoral Students Workshop
on Logistics, Supply Chain and Production Management, edited by Otto von Guericke
University Library, Magdeburg, Germany, Vol. 18. Magdeburg: Otto von Guericke
University Library, Magdeburg, Germany, 2025. https://doi.org/10.57720/5972.'
ieee: L. Döring, S. Trojahn, and P. Reusch, “Partial Twin – Pragmatic Digital Twin
Adoption for SMEs,” in 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management, Magdeburg, 2025, vol. 18.
mla: Döring, Lina, et al. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.”
18th International Doctoral Students Workshop on Logistics, Supply Chain and
Production Management, edited by Otto von Guericke University Library, Magdeburg,
Germany, vol. 18, Otto von Guericke University Library, Magdeburg, Germany, 2025,
doi:10.57720/5972.
short: 'L. Döring, S. Trojahn, P. Reusch, in: Otto von Guericke University Library,
Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management, Otto von Guericke University Library,
Magdeburg, Germany, Magdeburg, 2025.'
conference:
end_date: 2025-06-17
location: Magdeburg
name: International Doctoral Students Workshop on Logistics, Supply Chain and Production
Management
start_date: 2025-06-16
corporate_editor:
- Otto von Guericke University Library, Magdeburg, Germany
date_created: 2025-06-27T07:23:30Z
date_updated: 2026-06-09T07:31:19Z
department:
- _id: '103'
doi: 10.57720/5972
intvolume: ' 18'
keyword:
- Digital Twin
- Small and medium sized companies
- SME
- production optimization
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://dx.doi.org/10.25673/119021
oa: '1'
place: Magdeburg
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: 18th International Doctoral Students Workshop on Logistics, Supply Chain
and Production Management
publication_status: published
publisher: Otto von Guericke University Library, Magdeburg, Germany
quality_controlled: '1'
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---
_id: '6037'
author:
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full_name: Döring, Lina
id: '231689'
last_name: Döring
orcid: 0009-0000-3555-4183
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- first_name: Sebastian
full_name: Trojahn, Sebastian
last_name: Trojahn
- first_name: Pascal
full_name: Reusch, Pascal
id: '223271'
last_name: Reusch
citation:
alphadin: 'Döring, Lina ; Trojahn,
Sebastian ; Reusch, Pascal:
Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto
von Guericke University Library, Magdeburg, Germany (Hrsg.): 18th International
Doctoral Students Workshop on Logistics, Supply Chain and Production Management.
Bd. 18. Magdeburg : Otto von Guericke University Library, Magdeburg, Germany,
2025'
ama: 'Döring L, Trojahn S, Reusch P. Partial Twin – Pragmatic Digital Twin Adoption
for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany, ed. 18th
International Doctoral Students Workshop on Logistics, Supply Chain and Production
Management. Vol 18. Magdeburg: Otto von Guericke University Library, Magdeburg,
Germany; 2025. doi:10.57720/6037'
apa: 'Döring, L., Trojahn, S., & Reusch, P. (2025). Partial Twin – Pragmatic
Digital Twin Adoption for SMEs. In Otto von Guericke University Library, Magdeburg,
Germany (Ed.), 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management (Vol. 18). Magdeburg: Otto von Guericke
University Library, Magdeburg, Germany. https://doi.org/10.57720/6037'
bibtex: '@inproceedings{Döring_Trojahn_Reusch_2025, place={Magdeburg}, title={Partial
Twin – Pragmatic Digital Twin Adoption for SMEs}, volume={18}, DOI={10.57720/6037},
booktitle={18th International Doctoral Students Workshop on Logistics, Supply
Chain and Production Management}, publisher={Otto von Guericke University Library,
Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal},
editor={Otto von Guericke University Library, Magdeburg, GermanyEditor}, year={2025}
}'
chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Partial Twin – Pragmatic
Digital Twin Adoption for SMEs.” In 18th International Doctoral Students Workshop
on Logistics, Supply Chain and Production Management, edited by Otto von Guericke
University Library, Magdeburg, Germany, Vol. 18. Magdeburg: Otto von Guericke
University Library, Magdeburg, Germany, 2025. https://doi.org/10.57720/6037.'
ieee: L. Döring, S. Trojahn, and P. Reusch, “Partial Twin – Pragmatic Digital Twin
Adoption for SMEs,” in 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management, Magdeburg, 2025, vol. 18.
mla: Döring, Lina, et al. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.”
18th International Doctoral Students Workshop on Logistics, Supply Chain and
Production Management, edited by Otto von Guericke University Library, Magdeburg,
Germany, vol. 18, Otto von Guericke University Library, Magdeburg, Germany, 2025,
doi:10.57720/6037.
short: 'L. Döring, S. Trojahn, P. Reusch, in: Otto von Guericke University Library,
Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics,
Supply Chain and Production Management, Otto von Guericke University Library,
Magdeburg, Germany, Magdeburg, 2025.'
conference:
end_date: 2025-06-17
location: Magdeburg
name: International Doctoral Students Workshop on Logistics, Supply Chain and Production
Management
start_date: 2025-06-16
corporate_editor:
- Otto von Guericke University Library, Magdeburg, Germany
date_created: 2025-07-01T12:39:47Z
date_updated: 2026-06-09T07:31:19Z
department:
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doi: 10.57720/6037
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creator: kwerth
date_created: 2025-07-01T13:09:34Z
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- production optimization
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place: Magdeburg
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name: Institute for Data Science Solutions
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publisher: Otto von Guericke University Library, Magdeburg, Germany
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---
_id: '5871'
author:
- first_name: Nils O.
full_name: Beese, Nils O.
last_name: Beese
- first_name: Lennart
full_name: Dümke, Lennart
last_name: Dümke
- first_name: Yannic N.
full_name: Döll, Yannic N.
last_name: Döll
- first_name: René
full_name: Reinhard, René
last_name: Reinhard
- first_name: Jan
full_name: Spilski, Jan
last_name: Spilski
- first_name: Thomas
full_name: Lachmann, Thomas
last_name: Lachmann
- first_name: Kerstin
full_name: Müller, Kerstin
id: '212794'
last_name: Müller
citation:
alphadin: 'Beese, Nils O. ; Dümke, Lennart ; Döll,
Yannic N. ; Reinhard, René
; Spilski, Jan ; Lachmann,
Thomas ; Müller, Kerstin:
Feel me, hear me: vibrotactile and auditory feedback cues in an invisible object
search in virtual reality. In: Behaviour & Information Technology Bd.
44, Informa UK Limited (2025), Nr. 6, S. 1124–1135'
ama: 'Beese NO, Dümke L, Döll YN, et al. Feel me, hear me: vibrotactile and auditory
feedback cues in an invisible object search in virtual reality. Behaviour &
Information Technology. 2025;44(6):1124-1135. doi:10.1080/0144929X.2025.2459248'
apa: 'Beese, N. O., Dümke, L., Döll, Y. N., Reinhard, R., Spilski, J., Lachmann,
T., & Müller, K. (2025). Feel me, hear me: vibrotactile and auditory feedback
cues in an invisible object search in virtual reality. Behaviour & Information
Technology, 44(6), 1124–1135. https://doi.org/10.1080/0144929X.2025.2459248'
bibtex: '@article{Beese_Dümke_Döll_Reinhard_Spilski_Lachmann_Müller_2025, title={Feel
me, hear me: vibrotactile and auditory feedback cues in an invisible object search
in virtual reality}, volume={44}, DOI={10.1080/0144929X.2025.2459248},
number={6}, journal={Behaviour & Information Technology}, publisher={Informa
UK Limited}, author={Beese, Nils O. and Dümke, Lennart and Döll, Yannic N. and
Reinhard, René and Spilski, Jan and Lachmann, Thomas and Müller, Kerstin}, year={2025},
pages={1124–1135} }'
chicago: 'Beese, Nils O., Lennart Dümke, Yannic N. Döll, René Reinhard, Jan Spilski,
Thomas Lachmann, and Kerstin Müller. “Feel Me, Hear Me: Vibrotactile and Auditory
Feedback Cues in an Invisible Object Search in Virtual Reality.” Behaviour
& Information Technology 44, no. 6 (2025): 1124–35. https://doi.org/10.1080/0144929X.2025.2459248.'
ieee: 'N. O. Beese et al., “Feel me, hear me: vibrotactile and auditory feedback
cues in an invisible object search in virtual reality,” Behaviour & Information
Technology, vol. 44, no. 6, pp. 1124–1135, 2025.'
mla: 'Beese, Nils O., et al. “Feel Me, Hear Me: Vibrotactile and Auditory Feedback
Cues in an Invisible Object Search in Virtual Reality.” Behaviour & Information
Technology, vol. 44, no. 6, Informa UK Limited, 2025, pp. 1124–35, doi:10.1080/0144929X.2025.2459248.'
short: N.O. Beese, L. Dümke, Y.N. Döll, R. Reinhard, J. Spilski, T. Lachmann, K.
Müller, Behaviour & Information Technology 44 (2025) 1124–1135.
date_created: 2025-03-31T09:17:41Z
date_updated: 2026-06-09T07:30:17Z
doi: 10.1080/0144929X.2025.2459248
intvolume: ' 44'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.tandfonline.com/doi/full/10.1080/0144929X.2025.2459248#abstract
oa: '1'
page: '1124-1135 '
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
name: Institute for Data Science Solutions
publication: Behaviour & Information Technology
publication_identifier:
eissn:
- 1362-3001
issn:
- 0144-929X
publication_status: published
publisher: Informa UK Limited
quality_controlled: '1'
status: public
title: 'Feel me, hear me: vibrotactile and auditory feedback cues in an invisible
object search in virtual reality'
type: journal_article
user_id: '250307'
volume: 44
year: '2025'
...