---
_id: '58150'
author:
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
- first_name: Mauricio
full_name: Marrone, Mauricio
last_name: Marrone
- first_name: Jack
full_name: Yang, Jack
last_name: Yang
citation:
ama: Schryen G, Marrone M, Yang J. Exploring the Scope of Generative AI in Literature
Review Development. Electronic Markets. Published online 2025.
apa: Schryen, G., Marrone, M., & Yang, J. (2025). Exploring the Scope of Generative
AI in Literature Review Development. Electronic Markets.
bibtex: '@article{Schryen_Marrone_Yang_2025, title={Exploring the Scope of Generative
AI in Literature Review Development}, journal={Electronic Markets}, author={Schryen,
Guido and Marrone, Mauricio and Yang, Jack}, year={2025} }'
chicago: Schryen, Guido, Mauricio Marrone, and Jack Yang. “Exploring the Scope of
Generative AI in Literature Review Development.” Electronic Markets, 2025.
ieee: G. Schryen, M. Marrone, and J. Yang, “Exploring the Scope of Generative AI
in Literature Review Development,” Electronic Markets, 2025.
mla: Schryen, Guido, et al. “Exploring the Scope of Generative AI in Literature
Review Development.” Electronic Markets, 2025.
short: G. Schryen, M. Marrone, J. Yang, Electronic Markets (2025).
date_created: 2025-01-10T15:13:23Z
date_updated: 2025-01-10T16:51:02Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
content_type: application/pdf
creator: mateskam
date_created: 2025-01-10T16:50:54Z
date_updated: 2025-01-10T16:50:54Z
file_id: '58152'
file_name: Electronic Markets - Exploring the Scope of Generative AI in Literature
Review Development - Preprint.pdf
file_size: 4950416
relation: main_file
file_date_updated: 2025-01-10T16:50:54Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: Electronic Markets
status: public
title: Exploring the Scope of Generative AI in Literature Review Development
type: journal_article
user_id: '51811'
year: '2025'
...
---
_id: '59182'
alternative_title:
- Proceedings of the 18th International Conference on Wirtschaftsinformatik, Paderborn,
Germany, 2023, Vol. 3
citation:
ama: Beverungen D, Lehrer C, Trier M, eds. Transforming the Digitally Sustainable
Enterprise. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-80125-9
apa: Beverungen, D., Lehrer, C., & Trier, M. (Eds.). (2025). Transforming
the Digitally Sustainable Enterprise. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-80125-9
bibtex: '@book{Beverungen_Lehrer_Trier_2025, place={Cham}, title={Transforming the
Digitally Sustainable Enterprise}, DOI={10.1007/978-3-031-80125-9},
publisher={Springer Nature Switzerland}, year={2025} }'
chicago: 'Beverungen, Daniel, Christiane Lehrer, and Matthias Trier, eds. Transforming
the Digitally Sustainable Enterprise. Cham: Springer Nature Switzerland, 2025.
https://doi.org/10.1007/978-3-031-80125-9.'
ieee: 'D. Beverungen, C. Lehrer, and M. Trier, Eds., Transforming the Digitally
Sustainable Enterprise. Cham: Springer Nature Switzerland, 2025.'
mla: Beverungen, Daniel, et al., editors. Transforming the Digitally Sustainable
Enterprise. Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-80125-9.
short: D. Beverungen, C. Lehrer, M. Trier, eds., Transforming the Digitally Sustainable
Enterprise, Springer Nature Switzerland, Cham, 2025.
date_created: 2025-03-28T14:53:09Z
date_updated: 2025-03-28T14:54:46Z
department:
- _id: '526'
doi: 10.1007/978-3-031-80125-9
editor:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Christiane
full_name: Lehrer, Christiane
last_name: Lehrer
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
language:
- iso: eng
place: Cham
publication_identifier:
isbn:
- '9783031801242'
- '9783031801259'
issn:
- 2195-4968
- 2195-4976
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Transforming the Digitally Sustainable Enterprise
type: book_editor
user_id: '21671'
year: '2025'
...
---
_id: '59287'
alternative_title:
- Proceedings of the 18th International Conference on Wirtschaftsinformatik, Paderborn,
Germany, 2023, Vol. 2
citation:
ama: Beverungen D, Lehrer C, Trier M, eds. Solutions and Technologies for Responsible
Digitalization. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-80122-8
apa: Beverungen, D., Lehrer, C., & Trier, M. (Eds.). (2025). Solutions and
Technologies for Responsible Digitalization. Springer Nature Switzerland.
https://doi.org/10.1007/978-3-031-80122-8
bibtex: '@book{Beverungen_Lehrer_Trier_2025, place={Cham}, title={Solutions and
Technologies for Responsible Digitalization}, DOI={10.1007/978-3-031-80122-8},
publisher={Springer Nature Switzerland}, year={2025} }'
chicago: 'Beverungen, Daniel, Christiane Lehrer, and Matthias Trier, eds. Solutions
and Technologies for Responsible Digitalization. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-031-80122-8.'
ieee: 'D. Beverungen, C. Lehrer, and M. Trier, Eds., Solutions and Technologies
for Responsible Digitalization. Cham: Springer Nature Switzerland, 2025.'
mla: Beverungen, Daniel, et al., editors. Solutions and Technologies for Responsible
Digitalization. Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-80122-8.
short: D. Beverungen, C. Lehrer, M. Trier, eds., Solutions and Technologies for
Responsible Digitalization, Springer Nature Switzerland, Cham, 2025.
date_created: 2025-04-03T08:16:56Z
date_updated: 2025-04-03T08:17:32Z
department:
- _id: '526'
doi: 10.1007/978-3-031-80122-8
editor:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Christiane
full_name: Lehrer, Christiane
last_name: Lehrer
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
language:
- iso: eng
place: Cham
publication_identifier:
isbn:
- '9783031801211'
- '9783031801228'
issn:
- 2195-4968
- 2195-4976
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Solutions and Technologies for Responsible Digitalization
type: book_editor
user_id: '21671'
year: '2025'
...
---
_id: '60534'
author:
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
citation:
ama: 'Vorbohle C. Toward Design Principles to Enhance Visual Inquiry Tools for Ecosystem
Design. In: Proceedings of the Business Model Conference 2025.'
apa: Vorbohle, C. (n.d.). Toward Design Principles to Enhance Visual Inquiry Tools
for Ecosystem Design. Proceedings of the Business Model Conference 2025.
Business Model Conference 2025, Oulu, Finland.
bibtex: '@inproceedings{Vorbohle, title={Toward Design Principles to Enhance Visual
Inquiry Tools for Ecosystem Design}, booktitle={Proceedings of the Business Model
Conference 2025}, author={Vorbohle, Christian} }'
chicago: Vorbohle, Christian. “Toward Design Principles to Enhance Visual Inquiry
Tools for Ecosystem Design.” In Proceedings of the Business Model Conference
2025, n.d.
ieee: C. Vorbohle, “Toward Design Principles to Enhance Visual Inquiry Tools for
Ecosystem Design,” presented at the Business Model Conference 2025, Oulu, Finland.
mla: Vorbohle, Christian. “Toward Design Principles to Enhance Visual Inquiry Tools
for Ecosystem Design.” Proceedings of the Business Model Conference 2025.
short: 'C. Vorbohle, in: Proceedings of the Business Model Conference 2025, n.d.'
conference:
end_date: 2025-06-12
location: Oulu, Finland
name: Business Model Conference 2025
start_date: 2025-06-10
date_created: 2025-07-07T13:01:23Z
date_updated: 2025-07-07T14:29:14Z
department:
- _id: '276'
language:
- iso: eng
publication: Proceedings of the Business Model Conference 2025
publication_status: accepted
status: public
title: Toward Design Principles to Enhance Visual Inquiry Tools for Ecosystem Design
type: conference
user_id: '16205'
year: '2025'
...
---
_id: '60169'
abstract:
- lang: eng
text: "Abstract\r\n Data ecosystems can
generate valuable business opportunities, but research on their emergence within
specific industries is limited. The cultural event industry is characterized by
a multifaceted cultural landscape and a fragmented and heterogeneous market of
cultural event platforms. The emerging German cultural data ecosystem, envisioned
to share event data in a data space, could foster data-driven innovation and enhance
value creation in the cultural event industry. Yet, following the ecosystem-as-structure
view, the platforms’ willingness to participate in the cultural data ecosystem
depends on whether their business model aligns with at least one of the focal
value propositions of the cultural data ecosystem. In this paper, we develop a
taxonomy of cultural event platform business models, and derive six archetypes.
Additionally, we interview industry representatives of these archetypes to shed
light on the benefits and obstacles when participating in the cultural data ecosystem,
and to identify potential focal value propositions, corresponding actor roles,
and activities. Our work contributes to the discussion on taxonomies of data-sharing
business models and the emergence of data ecosystems in the cultural event industry."
article_number: '47'
author:
- first_name: Maike
full_name: Althaus, Maike
id: '61896'
last_name: Althaus
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
- first_name: Michelle
full_name: Müller, Michelle
id: '50286'
last_name: Müller
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
citation:
ama: 'Althaus M, Vorbohle C, Müller M, Kundisch D. Setting the stage for a flourishing
cultural data ecosystem: A spotlight on business models of cultural event platforms.
Electronic Markets. 2025;35(1). doi:10.1007/s12525-025-00790-y'
apa: 'Althaus, M., Vorbohle, C., Müller, M., & Kundisch, D. (2025). Setting
the stage for a flourishing cultural data ecosystem: A spotlight on business models
of cultural event platforms. Electronic Markets, 35(1), Article
47. https://doi.org/10.1007/s12525-025-00790-y'
bibtex: '@article{Althaus_Vorbohle_Müller_Kundisch_2025, title={Setting the stage
for a flourishing cultural data ecosystem: A spotlight on business models of cultural
event platforms}, volume={35}, DOI={10.1007/s12525-025-00790-y},
number={147}, journal={Electronic Markets}, publisher={Springer Science and Business
Media LLC}, author={Althaus, Maike and Vorbohle, Christian and Müller, Michelle
and Kundisch, Dennis}, year={2025} }'
chicago: 'Althaus, Maike, Christian Vorbohle, Michelle Müller, and Dennis Kundisch.
“Setting the Stage for a Flourishing Cultural Data Ecosystem: A Spotlight on Business
Models of Cultural Event Platforms.” Electronic Markets 35, no. 1 (2025).
https://doi.org/10.1007/s12525-025-00790-y.'
ieee: 'M. Althaus, C. Vorbohle, M. Müller, and D. Kundisch, “Setting the stage for
a flourishing cultural data ecosystem: A spotlight on business models of cultural
event platforms,” Electronic Markets, vol. 35, no. 1, Art. no. 47, 2025,
doi: 10.1007/s12525-025-00790-y.'
mla: 'Althaus, Maike, et al. “Setting the Stage for a Flourishing Cultural Data
Ecosystem: A Spotlight on Business Models of Cultural Event Platforms.” Electronic
Markets, vol. 35, no. 1, 47, Springer Science and Business Media LLC, 2025,
doi:10.1007/s12525-025-00790-y.'
short: M. Althaus, C. Vorbohle, M. Müller, D. Kundisch, Electronic Markets 35 (2025).
date_created: 2025-06-10T13:51:24Z
date_updated: 2025-07-08T09:32:32Z
department:
- _id: '276'
doi: 10.1007/s12525-025-00790-y
intvolume: ' 35'
issue: '1'
language:
- iso: eng
publication: Electronic Markets
publication_identifier:
issn:
- 1019-6781
- 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Setting the stage for a flourishing cultural data ecosystem: A spotlight on
business models of cultural event platforms'
type: journal_article
user_id: '16205'
volume: 35
year: '2025'
...
---
_id: '60549'
author:
- first_name: Michelle
full_name: Müller, Michelle
id: '50286'
last_name: Müller
citation:
ama: 'Müller M. Guardians of Giving – An Empirical Analysis of the Relationship
between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
European Conference on Information Systems (ECIS). In: Proceedings of the 33rd
European Conference on Information Systems (ECIS).'
apa: Müller, M. (n.d.). Guardians of Giving – An Empirical Analysis of the Relationship
between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
European Conference on Information Systems (ECIS). Proceedings of the 33rd
European Conference on Information Systems (ECIS). 33rd European Conference
on Information Systems (ECIS), Amman, Jordan.
bibtex: '@inproceedings{Müller, title={Guardians of Giving – An Empirical Analysis
of the Relationship between Charitable Crowdfunding and Acquisitive Crime,” Proceedings
of the 33rd European Conference on Information Systems (ECIS)}, booktitle={Proceedings
of the 33rd European Conference on Information Systems (ECIS)}, author={Müller,
Michelle} }'
chicago: Müller, Michelle. “Guardians of Giving – An Empirical Analysis of the Relationship
between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
European Conference on Information Systems (ECIS).” In Proceedings of the 33rd
European Conference on Information Systems (ECIS), n.d.
ieee: M. Müller, “Guardians of Giving – An Empirical Analysis of the Relationship
between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
European Conference on Information Systems (ECIS),” presented at the 33rd European
Conference on Information Systems (ECIS), Amman, Jordan.
mla: Müller, Michelle. “Guardians of Giving – An Empirical Analysis of the Relationship
between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
European Conference on Information Systems (ECIS).” Proceedings of the 33rd
European Conference on Information Systems (ECIS).
short: 'M. Müller, in: Proceedings of the 33rd European Conference on Information
Systems (ECIS), n.d.'
conference:
location: Amman, Jordan
name: 33rd European Conference on Information Systems (ECIS)
date_created: 2025-07-08T09:30:38Z
date_updated: 2025-07-09T09:37:34Z
department:
- _id: '276'
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2025/gov_platform/gov_platform/4/
publication: Proceedings of the 33rd European Conference on Information Systems (ECIS)
publication_status: accepted
status: public
title: Guardians of Giving – An Empirical Analysis of the Relationship between Charitable
Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd European Conference
on Information Systems (ECIS)
type: conference
user_id: '16205'
year: '2025'
...
---
_id: '60680'
abstract:
- lang: eng
text: "Classical machine learning techniques often struggle with overfitting and
unreliable predictions when exposed to novel conditions. Introducing causality
into the modelling process offers a promising way to mitigate these challenges
by enhancing predictive robustness. However, constructing an initial causal graph
manually using domain knowledge is time-consuming, particularly in complex time
series with numerous variables. To address this, causal discovery algorithms can
provide a preliminary causal structure that domain experts can refine. This study
investigates causal feature selection with domain knowledge using a data center
system as an example. We use simulated time-series data to compare \r\ndifferent
causal feature selection with traditional machine-learning feature selection methods.
Our results show that predictions based on causal features are more robust compared
to those derived from traditional methods. These findings underscore the potential
of combining causal discovery algorithms with human expertise to improve machine
learning applications."
author:
- first_name: David Ricardo
full_name: Zapata Gonzalez, David Ricardo
id: '105506'
last_name: Zapata Gonzalez
- first_name: Marcel
full_name: Meyer, Marcel
id: '105120'
last_name: Meyer
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
citation:
ama: 'Zapata Gonzalez DR, Meyer M, Müller O. Bridging the gap between data-driven
and theory-driven modelling – leveraging causal machine learning for integrative
modelling of dynamical systems. In: ; 2025.'
apa: Zapata Gonzalez, D. R., Meyer, M., & Müller, O. (2025). Bridging the
gap between data-driven and theory-driven modelling – leveraging causal machine
learning for integrative modelling of dynamical systems. European Conference
on Information Systems, Amman, Jordan.
bibtex: '@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Bridging the gap
between data-driven and theory-driven modelling – leveraging causal machine learning
for integrative modelling of dynamical systems}, author={Zapata Gonzalez, David
Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025} }'
chicago: Zapata Gonzalez, David Ricardo, Marcel Meyer, and Oliver Müller. “Bridging
the Gap between Data-Driven and Theory-Driven Modelling – Leveraging Causal Machine
Learning for Integrative Modelling of Dynamical Systems,” 2025.
ieee: D. R. Zapata Gonzalez, M. Meyer, and O. Müller, “Bridging the gap between
data-driven and theory-driven modelling – leveraging causal machine learning for
integrative modelling of dynamical systems,” presented at the European Conference
on Information Systems, Amman, Jordan, 2025.
mla: Zapata Gonzalez, David Ricardo, et al. Bridging the Gap between Data-Driven
and Theory-Driven Modelling – Leveraging Causal Machine Learning for Integrative
Modelling of Dynamical Systems. 2025.
short: 'D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.'
conference:
end_date: 18.06.2025
location: Amman, Jordan
name: European Conference on Information Systems
start_date: 16.06.2025
date_created: 2025-07-21T07:52:03Z
date_updated: 2025-07-22T06:30:37Z
department:
- _id: '196'
keyword:
- Causal Machine Learning
- Causality in Time Series
- Causal Discovery
- Human-Machine Collaboration
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2025/bus_analytics/bus_analytics/2/
status: public
title: Bridging the gap between data-driven and theory-driven modelling – leveraging
causal machine learning for integrative modelling of dynamical systems
type: conference
user_id: '72849'
year: '2025'
...
---
_id: '60004'
abstract:
- lang: eng
text: Process mining has been established as a data-driven approach to analyze and
improve business processes based on event data documented in event logs. A core
assumption for meaningful analyses is that event data accurately represent the
real-world execution of business processes in an organization. However, anecdotal
evidence and recent case studies show that these aspects do not always align,
and the business process management community is only beginning to investigate
the mechanisms generating mismatches between process execution and event data.
This study aims to identify the role of workarounds goal-directed deviations from
standard processes performed by process participants to overcome obstacles– in
this context. Through an inductive multiple case study of 13 workarounds in four
organizations, three mismatch categories between event logs and real-world process
execution related to workarounds are identified and explored. This study contributes
to the literature by describing how workarounds can act as mechanisms that cause
mismatches between process execution and event data, adding to the discussion
on process drift and workaround mining. Furthermore, exploring the mismatch categories
offers insights for practitioners and researchers on how to handle and interpret
data quality issues in event data.
author:
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Bernd
full_name: Löhr, Bernd
id: '56760'
last_name: Löhr
orcid: 0000-0001-9581-4602
- first_name: Malte Fabian
full_name: Reineke, Malte Fabian
id: '60641'
last_name: Reineke
- first_name: Agnes
full_name: Aßbrock, Agnes
last_name: Aßbrock
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: Bartelheimer C, Löhr B, Reineke MF, Aßbrock A, Beverungen D. Workarounds as
a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study.
Business & Information Systems Engineering. Published online 2025.
doi:10.1007/s12599-025-00943-5
apa: Bartelheimer, C., Löhr, B., Reineke, M. F., Aßbrock, A., & Beverungen,
D. (2025). Workarounds as a Cause of Mismatches in Business Processes—Insights
from a Multiple Case Study. Business & Information Systems Engineering.
https://doi.org/10.1007/s12599-025-00943-5
bibtex: '@article{Bartelheimer_Löhr_Reineke_Aßbrock_Beverungen_2025, title={Workarounds
as a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study},
DOI={10.1007/s12599-025-00943-5},
journal={Business & Information Systems Engineering}, publisher={Springer
Science and Business Media LLC}, author={Bartelheimer, Christian and Löhr, Bernd
and Reineke, Malte Fabian and Aßbrock, Agnes and Beverungen, Daniel}, year={2025}
}'
chicago: Bartelheimer, Christian, Bernd Löhr, Malte Fabian Reineke, Agnes Aßbrock,
and Daniel Beverungen. “Workarounds as a Cause of Mismatches in Business Processes—Insights
from a Multiple Case Study.” Business & Information Systems Engineering,
2025. https://doi.org/10.1007/s12599-025-00943-5.
ieee: 'C. Bartelheimer, B. Löhr, M. F. Reineke, A. Aßbrock, and D. Beverungen, “Workarounds
as a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study,”
Business & Information Systems Engineering, 2025, doi: 10.1007/s12599-025-00943-5.'
mla: Bartelheimer, Christian, et al. “Workarounds as a Cause of Mismatches in Business
Processes—Insights from a Multiple Case Study.” Business & Information
Systems Engineering, Springer Science and Business Media LLC, 2025, doi:10.1007/s12599-025-00943-5.
short: C. Bartelheimer, B. Löhr, M.F. Reineke, A. Aßbrock, D. Beverungen, Business
& Information Systems Engineering (2025).
date_created: 2025-05-21T08:22:11Z
date_updated: 2025-08-12T11:35:26Z
department:
- _id: '195'
doi: 10.1007/s12599-025-00943-5
language:
- iso: eng
publication: Business & Information Systems Engineering
publication_identifier:
issn:
- 2363-7005
- 1867-0202
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Workarounds as a Cause of Mismatches in Business Processes—Insights from a
Multiple Case Study
type: journal_article
user_id: '56760'
year: '2025'
...
---
_id: '60958'
abstract:
- lang: eng
text: Large Language Models (LLMs) excel in understanding, generating, and processing
human language, with growing adoption in process mining. Process mining relies
on event logs that capture explicit process knowledge; however, knowledge-intensive
processes (KIPs) in domains such as healthcare and product development depend
on tacit knowledge, which is often absent from event logs. To bridge this gap,
this study proposes a LLM-based framework for mobilizing tacit process knowledge
and enriching event logs. A proof-of-concept is demonstrated using a KIP-specific
LLM-driven conversational agent built on GPT-4o. The results indicate that LLMs
can capture tacit process knowledge through targeted queries and systematically
integrate it into event logs. This study presents a novel approach combining LLMs,
knowledge management, and process mining, advancing the understanding and management
of KIPs by enhancing knowledge accessibility and documentation.
author:
- first_name: Katharina
full_name: Brennig, Katharina
last_name: Brennig
citation:
ama: 'Brennig K. Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit
Knowledge in Event Logs of Knowledge-Intensive Processes. In: AMCIS 2025 Proceedings.
11. ; 2025.'
apa: 'Brennig, K. (2025). Revealing the Unspoken: Using LLMs to Mobilize and Enrich
Tacit Knowledge in Event Logs of Knowledge-Intensive Processes. AMCIS 2025
Proceedings. 11. Americas Conference on Information Systems, Montréal.'
bibtex: '@inproceedings{Brennig_2025, title={Revealing the Unspoken: Using LLMs
to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes},
booktitle={AMCIS 2025 Proceedings. 11.}, author={Brennig, Katharina}, year={2025}
}'
chicago: 'Brennig, Katharina. “Revealing the Unspoken: Using LLMs to Mobilize and
Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes.” In AMCIS
2025 Proceedings. 11., 2025.'
ieee: 'K. Brennig, “Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit
Knowledge in Event Logs of Knowledge-Intensive Processes,” presented at the Americas
Conference on Information Systems, Montréal, 2025.'
mla: 'Brennig, Katharina. “Revealing the Unspoken: Using LLMs to Mobilize and Enrich
Tacit Knowledge in Event Logs of Knowledge-Intensive Processes.” AMCIS 2025
Proceedings. 11., 2025.'
short: 'K. Brennig, in: AMCIS 2025 Proceedings. 11., 2025.'
conference:
end_date: 2025-08-16
location: Montréal
name: Americas Conference on Information Systems
start_date: 2025-08-14
date_created: 2025-08-20T07:03:37Z
date_updated: 2025-08-20T07:06:16Z
department:
- _id: '196'
keyword:
- Process Mining
- Large Language Model
- Knowledge Management
- Knowledge-Intensive Process
- Tacit Knowledge
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/amcis2025/sig_svc/sig_svc/11/
publication: AMCIS 2025 Proceedings. 11.
related_material:
link:
- relation: confirmation
url: https://aisel.aisnet.org/amcis2025/sig_svc/sig_svc/11/
status: public
title: 'Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge
in Event Logs of Knowledge-Intensive Processes'
type: conference
user_id: '51905'
year: '2025'
...
---
_id: '61309'
abstract:
- lang: eng
text: "Service ecosystems reshape service innovation by enabling value co-creation
among diverse actors. However, small and medium-sized enterprises and public organizations
face significant challenges navigating and leveraging these ecosystems due to
resource constraints, knowledge gaps, and partnership difficulties. While digital
innovation hubs have been introduced as potential intermediaries to foster innovation,
existing models primarily focus on individual solutions and networking rather
than orchestrating service innovation. This study investigates the design of a
digital service innovation hub as an orchestrating entity that facilitates service
innovation within ecosystems. Under the design science research paradigm, we analyze
the challenges faced by small and medium-sized enterprises and public organizations
and derive design requirements for these hubs. Based on 17 expert interviews and
focus group validations, we define the problem\r\nspace and provide a requirements
catalog for designing digital service innovation hubs as a step towards providing
holistic support for service innovation initiatives."
author:
- first_name: Jannika Marie
full_name: Schäfer, Jannika Marie
id: '74374'
last_name: Schäfer
- first_name: Jonas
full_name: Liebschner, Jonas
last_name: Liebschner
- first_name: Polina
full_name: Rajko, Polina
last_name: Rajko
- first_name: Henrik
full_name: Cohnen, Henrik
last_name: Cohnen
- first_name: Nina
full_name: Lugmair, Nina
last_name: Lugmair
- first_name: Daniel
full_name: Heinz, Daniel
last_name: Heinz
citation:
ama: 'Schäfer JM, Liebschner J, Rajko P, Cohnen H, Lugmair N, Heinz D. Designing
Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges and
Requirements of SMEs and the Public Sector. In: Proceedings of the 20th International
Conference on Wirtschaftsinformatik (WI 2025). Association for Information
Systems (AIS); 2025.'
apa: 'Schäfer, J. M., Liebschner, J., Rajko, P., Cohnen, H., Lugmair, N., &
Heinz, D. (2025). Designing Digital Service Innovation Hubs: An Ecosystem Perspective
on the Challenges and Requirements of SMEs and the Public Sector. Proceedings
of the 20th International Conference on Wirtschaftsinformatik (WI 2025). 20th
International Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany.'
bibtex: '@inproceedings{Schäfer_Liebschner_Rajko_Cohnen_Lugmair_Heinz_2025, place={Münster,
Germany}, title={Designing Digital Service Innovation Hubs: An Ecosystem Perspective
on the Challenges and Requirements of SMEs and the Public Sector}, booktitle={Proceedings
of the 20th International Conference on Wirtschaftsinformatik (WI 2025)}, publisher={Association
for Information Systems (AIS)}, author={Schäfer, Jannika Marie and Liebschner,
Jonas and Rajko, Polina and Cohnen, Henrik and Lugmair, Nina and Heinz, Daniel},
year={2025} }'
chicago: 'Schäfer, Jannika Marie, Jonas Liebschner, Polina Rajko, Henrik Cohnen,
Nina Lugmair, and Daniel Heinz. “Designing Digital Service Innovation Hubs: An
Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
Sector.” In Proceedings of the 20th International Conference on Wirtschaftsinformatik
(WI 2025). Münster, Germany: Association for Information Systems (AIS), 2025.'
ieee: 'J. M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, and D. Heinz,
“Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges
and Requirements of SMEs and the Public Sector,” presented at the 20th International
Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany, 2025.'
mla: 'Schäfer, Jannika Marie, et al. “Designing Digital Service Innovation Hubs:
An Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
Sector.” Proceedings of the 20th International Conference on Wirtschaftsinformatik
(WI 2025), Association for Information Systems (AIS), 2025.'
short: 'J.M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, D. Heinz,
in: Proceedings of the 20th International Conference on Wirtschaftsinformatik
(WI 2025), Association for Information Systems (AIS), Münster, Germany, 2025.'
conference:
end_date: 17.09.2025
location: Münster, Germany
name: 20th International Conference on Wirtschaftsinformatik (WI 2025)
start_date: 14.09.2025
date_created: 2025-09-16T13:44:53Z
date_updated: 2025-09-16T13:46:05Z
department:
- _id: '195'
jel:
- M15
keyword:
- service innovation
- ecosystem
- innovation hubs
- SMEs
- public sector
language:
- iso: eng
place: Münster, Germany
project:
- _id: '1250'
name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
mit Unternehmen'
publication: Proceedings of the 20th International Conference on Wirtschaftsinformatik
(WI 2025)
publication_status: published
publisher: Association for Information Systems (AIS)
status: public
title: 'Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the
Challenges and Requirements of SMEs and the Public Sector'
type: conference
user_id: '74374'
year: '2025'
...
---
_id: '61368'
author:
- first_name: Miriam
full_name: Stumpe, Miriam
id: '64135'
last_name: Stumpe
- first_name: Philipp
full_name: Speckenmeyer, Philipp
id: '81294'
last_name: Speckenmeyer
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
- first_name: Lisa
full_name: Kleinjohann, Lisa
id: '15588'
last_name: Kleinjohann
- first_name: Christoph
full_name: Weskamp, Christoph
id: '7826'
last_name: Weskamp
citation:
ama: 'Stumpe M, Speckenmeyer P, Schryen G, Kleinjohann L, Weskamp C. Planning a
Swarm-Based Mobility System with Autonomous Vehicles for Sustainable and Flexible
Transportation in Rural Areas. In: Proceedings of the Thirty-First Americas
Conference on Information Systems (AMCIS 2025). ; 2025.'
apa: Stumpe, M., Speckenmeyer, P., Schryen, G., Kleinjohann, L., & Weskamp,
C. (2025). Planning a Swarm-Based Mobility System with Autonomous Vehicles for
Sustainable and Flexible Transportation in Rural Areas. Proceedings of the
Thirty-First Americas Conference on Information Systems (AMCIS 2025).
bibtex: '@inproceedings{Stumpe_Speckenmeyer_Schryen_Kleinjohann_Weskamp_2025, place={Montréal,
Canada}, title={Planning a Swarm-Based Mobility System with Autonomous Vehicles
for Sustainable and Flexible Transportation in Rural Areas}, booktitle={Proceedings
of the Thirty-first Americas Conference on Information Systems (AMCIS 2025)},
author={Stumpe, Miriam and Speckenmeyer, Philipp and Schryen, Guido and Kleinjohann,
Lisa and Weskamp, Christoph}, year={2025} }'
chicago: Stumpe, Miriam, Philipp Speckenmeyer, Guido Schryen, Lisa Kleinjohann,
and Christoph Weskamp. “Planning a Swarm-Based Mobility System with Autonomous
Vehicles for Sustainable and Flexible Transportation in Rural Areas.” In Proceedings
of the Thirty-First Americas Conference on Information Systems (AMCIS 2025).
Montréal, Canada, 2025.
ieee: M. Stumpe, P. Speckenmeyer, G. Schryen, L. Kleinjohann, and C. Weskamp, “Planning
a Swarm-Based Mobility System with Autonomous Vehicles for Sustainable and Flexible
Transportation in Rural Areas,” 2025.
mla: Stumpe, Miriam, et al. “Planning a Swarm-Based Mobility System with Autonomous
Vehicles for Sustainable and Flexible Transportation in Rural Areas.” Proceedings
of the Thirty-First Americas Conference on Information Systems (AMCIS 2025),
2025.
short: 'M. Stumpe, P. Speckenmeyer, G. Schryen, L. Kleinjohann, C. Weskamp, in:
Proceedings of the Thirty-First Americas Conference on Information Systems (AMCIS
2025), Montréal, Canada, 2025.'
date_created: 2025-09-18T13:12:26Z
date_updated: 2025-09-18T13:15:13Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
content_type: application/pdf
creator: mateskam
date_created: 2025-09-18T13:13:48Z
date_updated: 2025-09-18T13:13:48Z
file_id: '61369'
file_name: AMCIS-2025-ERF-NeMobil.pdf
file_size: 473555
relation: main_file
file_date_updated: 2025-09-18T13:13:48Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Montréal, Canada
publication: Proceedings of the Thirty-first Americas Conference on Information Systems
(AMCIS 2025)
status: public
title: Planning a Swarm-Based Mobility System with Autonomous Vehicles for Sustainable
and Flexible Transportation in Rural Areas
type: conference
user_id: '51811'
year: '2025'
...
---
_id: '61370'
author:
- first_name: J.
full_name: Göbel, J.
last_name: Göbel
- first_name: H.
full_name: Betke, H.
last_name: Betke
- first_name: J.
full_name: Boldt, J.
last_name: Boldt
- first_name: M. L.
full_name: Tran, M. L.
last_name: Tran
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
citation:
ama: 'Göbel J, Betke H, Boldt J, Tran ML, Schryen G. The Impact of Chatbot Familiarity
and Frequency of Use on Human-Likeness. In: Proceedings of the Thirty-First
Americas Conference on Information Systems (AMCIS 2025). ; 2025.'
apa: Göbel, J., Betke, H., Boldt, J., Tran, M. L., & Schryen, G. (2025). The
Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness. Proceedings
of the Thirty-First Americas Conference on Information Systems (AMCIS 2025).
bibtex: '@inproceedings{Göbel_Betke_Boldt_Tran_Schryen_2025, place={Montréal, Canada},
title={The Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness},
booktitle={Proceedings of the Thirty-first Americas Conference on Information
Systems (AMCIS 2025)}, author={Göbel, J. and Betke, H. and Boldt, J. and Tran,
M. L. and Schryen, Guido}, year={2025} }'
chicago: Göbel, J., H. Betke, J. Boldt, M. L. Tran, and Guido Schryen. “The Impact
of Chatbot Familiarity and Frequency of Use on Human-Likeness.” In Proceedings
of the Thirty-First Americas Conference on Information Systems (AMCIS 2025).
Montréal, Canada, 2025.
ieee: J. Göbel, H. Betke, J. Boldt, M. L. Tran, and G. Schryen, “The Impact of Chatbot
Familiarity and Frequency of Use on Human-Likeness,” 2025.
mla: Göbel, J., et al. “The Impact of Chatbot Familiarity and Frequency of Use on
Human-Likeness.” Proceedings of the Thirty-First Americas Conference on Information
Systems (AMCIS 2025), 2025.
short: 'J. Göbel, H. Betke, J. Boldt, M.L. Tran, G. Schryen, in: Proceedings of
the Thirty-First Americas Conference on Information Systems (AMCIS 2025), Montréal,
Canada, 2025.'
date_created: 2025-09-18T13:15:33Z
date_updated: 2025-09-18T13:18:31Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: closed
content_type: application/pdf
creator: mateskam
date_created: 2025-09-18T13:17:01Z
date_updated: 2025-09-18T13:17:01Z
file_id: '61371'
file_name: Goebel_et_al-AMCIS-2025_ERF.pdf
file_size: 247176
relation: main_file
success: 1
file_date_updated: 2025-09-18T13:17:01Z
has_accepted_license: '1'
language:
- iso: eng
place: Montréal, Canada
publication: Proceedings of the Thirty-first Americas Conference on Information Systems
(AMCIS 2025)
status: public
title: The Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness
type: conference
user_id: '51811'
year: '2025'
...
---
_id: '61377'
author:
- first_name: Martin
full_name: Schneider, Martin
id: '471'
last_name: Schneider
orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Paul
full_name: Hemsen, Paul
last_name: Hemsen
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
citation:
ama: Schneider M, Hemsen P, Kundisch D. Who are the Actively Participating Crowdworkers?
A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, . management revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work.”
apa: Schneider, M., Hemsen, P., & Kundisch, D. (n.d.). Who are the Actively
Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
Creation PlatformSocio-Economic Studies, . Management Revue - Socio-Economic
Studies, Special Issue “Digital Transformation of Work”.
bibtex: '@article{Schneider_Hemsen_Kundisch, title={Who are the Actively Participating
Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, }, journal={management revue - Socio-Economic Studies, Special Issue
“Digital Transformation of Work”.}, publisher={Nomos Verlag}, author={Schneider,
Martin and Hemsen, Paul and Kundisch, Dennis} }'
chicago: Schneider, Martin, Paul Hemsen, and Dennis Kundisch. “Who Are the Actively
Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
Creation PlatformSocio-Economic Studies, .” Management Revue - Socio-Economic
Studies, Special Issue “Digital Transformation of Work”., n.d.
ieee: M. Schneider, P. Hemsen, and D. Kundisch, “Who are the Actively Participating
Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, ,” management revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work”.
mla: Schneider, Martin, et al. “Who Are the Actively Participating Crowdworkers?
A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, .” Management Revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work”., Nomos Verlag.
short: M. Schneider, P. Hemsen, D. Kundisch, Management Revue - Socio-Economic Studies,
Special Issue “Digital Transformation of Work”. (n.d.).
date_created: 2025-09-19T07:47:14Z
date_updated: 2025-09-19T07:48:49Z
department:
- _id: '276'
- _id: '185'
language:
- iso: eng
publication: management revue - Socio-Economic Studies, Special Issue “Digital Transformation
of Work”.
publication_status: accepted
publisher: Nomos Verlag
status: public
title: 'Who are the Actively Participating Crowdworkers? A Qualitative Comparative
Analysis of a German Text Creation PlatformSocio-Economic Studies, '
type: journal_article
user_id: '16205'
year: '2025'
...
---
_id: '61381'
author:
- first_name: Nicole
full_name: Grieger, Nicole
id: '74818'
last_name: Grieger
- first_name: Hasan
full_name: Okumus, Hasan
last_name: Okumus
- first_name: Sven
full_name: Burdorf, Sven
last_name: Burdorf
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
citation:
ama: 'Grieger N, Okumus H, Burdorf S, Kundisch D. Traffic Scenario Detection – A
Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous
Driving. In: Proceedings of the MCIS 2025.'
apa: Grieger, N., Okumus, H., Burdorf, S., & Kundisch, D. (n.d.). Traffic Scenario
Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the
Context of Autonomous Driving. Proceedings of the MCIS 2025.
bibtex: '@inproceedings{Grieger_Okumus_Burdorf_Kundisch, title={Traffic Scenario
Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the
Context of Autonomous Driving}, booktitle={Proceedings of the MCIS 2025}, author={Grieger,
Nicole and Okumus, Hasan and Burdorf, Sven and Kundisch, Dennis} }'
chicago: Grieger, Nicole, Hasan Okumus, Sven Burdorf, and Dennis Kundisch. “Traffic
Scenario Detection – A Comparison of CNN-RNN and Transformer-Based Architectures
in the Context of Autonomous Driving.” In Proceedings of the MCIS 2025,
n.d.
ieee: N. Grieger, H. Okumus, S. Burdorf, and D. Kundisch, “Traffic Scenario Detection
– A Comparison of CNN-RNN and Transformer-based Architectures in the Context of
Autonomous Driving.”
mla: Grieger, Nicole, et al. “Traffic Scenario Detection – A Comparison of CNN-RNN
and Transformer-Based Architectures in the Context of Autonomous Driving.” Proceedings
of the MCIS 2025.
short: 'N. Grieger, H. Okumus, S. Burdorf, D. Kundisch, in: Proceedings of the MCIS
2025, n.d.'
date_created: 2025-09-19T09:26:17Z
date_updated: 2025-09-19T09:26:23Z
department:
- _id: '276'
language:
- iso: eng
publication: Proceedings of the MCIS 2025
publication_status: accepted
status: public
title: Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based
Architectures in the Context of Autonomous Driving
type: conference
user_id: '16205'
year: '2025'
...
---
_id: '61380'
author:
- first_name: Maike
full_name: Althaus, Maike
id: '61896'
last_name: Althaus
citation:
ama: 'Althaus M. Tech, Trash and Theft – Exploring the Impact of Food Waste Apps
on Local Shoplifting in Grocery Stores and Supermarkets. In: Proceedings of
the MCIS 2025.'
apa: Althaus, M. (n.d.). Tech, Trash and Theft – Exploring the Impact of Food Waste
Apps on Local Shoplifting in Grocery Stores and Supermarkets. Proceedings of
the MCIS 2025.
bibtex: '@inproceedings{Althaus, title={Tech, Trash and Theft – Exploring the Impact
of Food Waste Apps on Local Shoplifting in Grocery Stores and Supermarkets}, booktitle={Proceedings
of the MCIS 2025}, author={Althaus, Maike} }'
chicago: Althaus, Maike. “Tech, Trash and Theft – Exploring the Impact of Food Waste
Apps on Local Shoplifting in Grocery Stores and Supermarkets.” In Proceedings
of the MCIS 2025, n.d.
ieee: M. Althaus, “Tech, Trash and Theft – Exploring the Impact of Food Waste Apps
on Local Shoplifting in Grocery Stores and Supermarkets.”
mla: Althaus, Maike. “Tech, Trash and Theft – Exploring the Impact of Food Waste
Apps on Local Shoplifting in Grocery Stores and Supermarkets.” Proceedings
of the MCIS 2025.
short: 'M. Althaus, in: Proceedings of the MCIS 2025, n.d.'
date_created: 2025-09-19T09:23:23Z
date_updated: 2025-09-19T09:23:36Z
department:
- _id: '276'
language:
- iso: eng
publication: Proceedings of the MCIS 2025
publication_status: accepted
status: public
title: Tech, Trash and Theft – Exploring the Impact of Food Waste Apps on Local Shoplifting
in Grocery Stores and Supermarkets
type: conference
user_id: '16205'
year: '2025'
...
---
_id: '61366'
author:
- first_name: Guy
full_name: Paré, Guy
last_name: Paré
- first_name: Gerit
full_name: Wagner, Gerit
last_name: Wagner
- first_name: Mary
full_name: Tate, Mary
last_name: Tate
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
- first_name: Mathieu
full_name: Templier, Mathieu
last_name: Templier
citation:
ama: 'Paré G, Wagner G, Tate M, Schryen G, Templier M. Theorising Forward: Positioning
Deductive Elaboration in the Information Systems Research Repertoire. European
Journal of Information Systems. Published online 2025:1-25. doi:10.1080/0960085x.2025.2550403'
apa: 'Paré, G., Wagner, G., Tate, M., Schryen, G., & Templier, M. (2025). Theorising
Forward: Positioning Deductive Elaboration in the Information Systems Research
Repertoire. European Journal of Information Systems, 1–25. https://doi.org/10.1080/0960085x.2025.2550403'
bibtex: '@article{Paré_Wagner_Tate_Schryen_Templier_2025, title={Theorising Forward:
Positioning Deductive Elaboration in the Information Systems Research Repertoire},
DOI={10.1080/0960085x.2025.2550403},
journal={European Journal of Information Systems}, publisher={Informa UK Limited},
author={Paré, Guy and Wagner, Gerit and Tate, Mary and Schryen, Guido and Templier,
Mathieu}, year={2025}, pages={1–25} }'
chicago: 'Paré, Guy, Gerit Wagner, Mary Tate, Guido Schryen, and Mathieu Templier.
“Theorising Forward: Positioning Deductive Elaboration in the Information Systems
Research Repertoire.” European Journal of Information Systems, 2025, 1–25.
https://doi.org/10.1080/0960085x.2025.2550403.'
ieee: 'G. Paré, G. Wagner, M. Tate, G. Schryen, and M. Templier, “Theorising Forward:
Positioning Deductive Elaboration in the Information Systems Research Repertoire,”
European Journal of Information Systems, pp. 1–25, 2025, doi: 10.1080/0960085x.2025.2550403.'
mla: 'Paré, Guy, et al. “Theorising Forward: Positioning Deductive Elaboration in
the Information Systems Research Repertoire.” European Journal of Information
Systems, Informa UK Limited, 2025, pp. 1–25, doi:10.1080/0960085x.2025.2550403.'
short: G. Paré, G. Wagner, M. Tate, G. Schryen, M. Templier, European Journal of
Information Systems (2025) 1–25.
date_created: 2025-09-18T13:02:55Z
date_updated: 2025-09-29T08:48:29Z
ddc:
- '000'
department:
- _id: '277'
doi: 10.1080/0960085x.2025.2550403
file:
- access_level: open_access
content_type: application/pdf
creator: mateskam
date_created: 2025-09-18T13:04:14Z
date_updated: 2025-09-18T13:04:14Z
file_id: '61367'
file_name: Pare et al 2025 - EJIS - Deductive elaboration - PUBLICATION VERSION.pdf
file_size: 1524220
relation: main_file
file_date_updated: 2025-09-18T13:04:14Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 1-25
publication: European Journal of Information Systems
publication_identifier:
issn:
- 0960-085X
- 1476-9344
publication_status: published
publisher: Informa UK Limited
status: public
title: 'Theorising Forward: Positioning Deductive Elaboration in the Information Systems
Research Repertoire'
type: journal_article
user_id: '51811'
year: '2025'
...
---
_id: '61375'
author:
- first_name: Malte Fabian
full_name: Reineke, Malte Fabian
id: '60641'
last_name: Reineke
- first_name: Bernd
full_name: Löhr, Bernd
id: '56760'
last_name: Löhr
orcid: 0000-0001-9581-4602
- first_name: Agnes
full_name: Aßbrock, Agnes
last_name: Aßbrock
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Reineke MF, Löhr B, Aßbrock A, Bartelheimer C, Beverungen D. From Temporary
Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds. In: International
Conference on Business Process Management 2025. Springer Nature Switzerland;
2025. doi:10.1007/978-3-032-02867-9_32'
apa: Reineke, M. F., Löhr, B., Aßbrock, A., Bartelheimer, C., & Beverungen,
D. (2025). From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating
Workarounds. International Conference on Business Process Management 2025.
https://doi.org/10.1007/978-3-032-02867-9_32
bibtex: '@inproceedings{Reineke_Löhr_Aßbrock_Bartelheimer_Beverungen_2025, place={Cham},
title={From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating
Workarounds}, DOI={10.1007/978-3-032-02867-9_32},
booktitle={International Conference on Business Process Management 2025}, publisher={Springer
Nature Switzerland}, author={Reineke, Malte Fabian and Löhr, Bernd and Aßbrock,
Agnes and Bartelheimer, Christian and Beverungen, Daniel}, year={2025} }'
chicago: 'Reineke, Malte Fabian, Bernd Löhr, Agnes Aßbrock, Christian Bartelheimer,
and Daniel Beverungen. “From Temporary Fixes to Informed Decisions—Design Echelons
for Evaluating Workarounds.” In International Conference on Business Process
Management 2025. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-02867-9_32.'
ieee: 'M. F. Reineke, B. Löhr, A. Aßbrock, C. Bartelheimer, and D. Beverungen, “From
Temporary Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds,”
2025, doi: 10.1007/978-3-032-02867-9_32.'
mla: Reineke, Malte Fabian, et al. “From Temporary Fixes to Informed Decisions—Design
Echelons for Evaluating Workarounds.” International Conference on Business
Process Management 2025, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-02867-9_32.
short: 'M.F. Reineke, B. Löhr, A. Aßbrock, C. Bartelheimer, D. Beverungen, in: International
Conference on Business Process Management 2025, Springer Nature Switzerland, Cham,
2025.'
date_created: 2025-09-18T15:21:13Z
date_updated: 2025-10-14T06:55:45Z
department:
- _id: '195'
doi: 10.1007/978-3-032-02867-9_32
language:
- iso: eng
place: Cham
publication: International Conference on Business Process Management 2025
publication_identifier:
isbn:
- '9783032028662'
- '9783032028679'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: From Temporary Fixes to Informed Decisions—Design Echelons for Evaluating Workarounds
type: conference
user_id: '60641'
year: '2025'
...
---
_id: '61916'
abstract:
- lang: eng
text: 'Diese Dissertation untersucht Optimierungsverfahren für die nachhaltige Gestaltung
von Energiesystemen mit Schwerpunkt auf dem Elektrizitätssektor im Kontext der
Energiewende. Aufbauend auf Methoden des Operations Research werden Planungs-
und Steuerungsprobleme in den Bereichen Stromverteilnetze und energiebewusste
Produktionsplanung adressiert. Die Arbeit umfasst fünf Beiträge: (P1) entwickelt
ein lineares Multi-Commodity-Flow-Modell für die kostenoptimale Erweiterung großskaliger
Verteilnetze unter Berücksichtigung von Resilienzszenarien und analysiert den
Zusammenhang zwischen Modellparametern und Rechenzeiten; (P2) und (P3) befassen
sich mit der mehrzielorientierten flexible Job Shop Scheduling-Optimierung unter
Echtzeit-Strompreisen, wobei (P3) zusätzlich CO2-Emissionen als Zielgröße integriert;
(P4) erweitert dieses Szenario um simultane Energiebeschaffungsentscheidungen
aus Netz, erneuerbaren Quellen und Speichersystemen unter Unsicherheit mittels
Rolling-Horizon-Ansatz; (P5) vergleicht unterschiedliche Klassen von Many-Objective
Evolutionary Algorithms (dominanz-, indikatoren- und dekompositionsbasiert) im
Hinblick auf Konvergenz, Diversität und Vollständigkeit der Paretofront. Die entwickelten
Modelle und Algorithmen – darunter memetische Varianten von NSGA-II, NSGA-III,
θ-DEA und HypE – werden durch umfassende Rechenexperimente evaluiert. Die Ergebnisse
liefern praxisrelevante Handlungsempfehlungen für Netzbetreiber, produzierende
Unternehmen und politische Entscheidungsträger und leisten einen Beitrag zur effizienten,
zuverlässigen und emissionsarmen Energieversorgung der Zukunft.'
- lang: eng
text: 'This dissertation explores optimization methods for sustainable energy system
design, with a particular focus on the electricity sector in the context of the
energy transition. Building on Operations Research methodologies, it addresses
planning and control challenges in electricity distribution networks and energy-aware
production scheduling. The work comprises five contributions: (P1) develops a
linear multi-commodity flow model for cost-optimal expansion of large-scale distribution
networks under resilience scenarios and analyzes the relationship between model
parameters and computation times; (P2) and (P3) address multi-objective flexible
job shop scheduling under real-time electricity pricing, with (P3) further incorporating
CO2 emissions as an explicit optimization objective; (P4) extends this scenario
to include simultaneous energy procurement decisions from the grid, on-site renewable
sources, and energy storage systems under uncertainty, using a rolling horizon
approach; (P5) compares different classes of many-objective evolutionary algorithms
(dominance-, indicator-, and decomposition-based) in terms of convergence, diversity,
and completeness of the Pareto front. The proposed models and algorithms—including
memetic variants of NSGA-II, NSGA-III, θ-DEA, and HypE—are evaluated through extensive
computational experiments. The findings provide practical recommendations for
distribution network operators, manufacturing companies, and policymakers, contributing
to the development of efficient, reliable, and low-emission energy systems for
the future.'
author:
- first_name: Sascha Christian
full_name: Burmeister, Sascha Christian
id: '32685'
last_name: Burmeister
orcid: 0000-0001-6679-0453
citation:
ama: Burmeister SC. Optimization Techniques for Sustainable Energy System Design.
LibreCat University; 2025. doi:10.17619/UNIPB/1-2403
apa: Burmeister, S. C. (2025). Optimization Techniques for Sustainable Energy
System Design. LibreCat University. https://doi.org/10.17619/UNIPB/1-2403
bibtex: '@book{Burmeister_2025, title={Optimization Techniques for Sustainable Energy
System Design}, DOI={10.17619/UNIPB/1-2403},
publisher={LibreCat University}, author={Burmeister, Sascha Christian}, year={2025}
}'
chicago: Burmeister, Sascha Christian. Optimization Techniques for Sustainable
Energy System Design. LibreCat University, 2025. https://doi.org/10.17619/UNIPB/1-2403.
ieee: S. C. Burmeister, Optimization Techniques for Sustainable Energy System
Design. LibreCat University, 2025.
mla: Burmeister, Sascha Christian. Optimization Techniques for Sustainable Energy
System Design. LibreCat University, 2025, doi:10.17619/UNIPB/1-2403.
short: S.C. Burmeister, Optimization Techniques for Sustainable Energy System Design,
LibreCat University, 2025.
date_created: 2025-10-22T06:13:50Z
date_updated: 2025-10-22T06:18:37Z
department:
- _id: '277'
doi: 10.17619/UNIPB/1-2403
extern: '1'
language:
- iso: eng
publisher: LibreCat University
status: public
title: Optimization Techniques for Sustainable Energy System Design
type: dissertation
user_id: '32685'
year: '2025'
...
---
_id: '59335'
abstract:
- lang: eng
text: Technological advancements and evolving value orientations reshape future
value creation and pose new requirements for service innovation. While a variety
of disciplines are developing new approaches to drive service innovation, this
is primarily done in isolation and generates only fragmented solutions. Sociological
theory has proposed “boundary objects” as an effective umbrella for communication
and cooperation among communities. Therefore, we introduce continuous value shaping
(CVS) as a boundary object describing service innovation approaches along five
principles. We reflect on this concept through the different disciplinary lenses
of researchers in service marketing, information systems, service engineering,
sociology of work, and innovation management. These perspectives highlight how
the CVS principles already connect to discourses within the individual disciplines.
However, the CVS concept will not only provide an umbrella to embrace existing
activities in different academic disciplines. It also assists to identify research
themes that will benefit from uniting the power of these disciplines, and it can
serve as an integrating framework to conceptualize complex service innovation
approaches. Thus, the CVS concept should guide both researchers and practitioners
to develop and implement novel innovation and transformation efforts—in and across
organizations.
article_number: '27'
article_type: original
author:
- first_name: Tilo
full_name: Böhmann, Tilo
last_name: Böhmann
- first_name: Angela
full_name: Roth, Angela
last_name: Roth
- first_name: Gerhard
full_name: Satzger, Gerhard
last_name: Satzger
- first_name: Carina
full_name: Benz, Carina
last_name: Benz
- first_name: Daniel
full_name: Beverungen, Daniel
last_name: Beverungen
- first_name: Andreas
full_name: Boes, Andreas
last_name: Boes
- first_name: Christoph
full_name: Breidbach, Christoph
last_name: Breidbach
- first_name: Martin
full_name: Gersch, Martin
last_name: Gersch
- first_name: Gerhard
full_name: Gudergan, Gerhard
last_name: Gudergan
- first_name: Jens
full_name: Hogreve, Jens
last_name: Hogreve
- first_name: Christian
full_name: Kurtz, Christian
last_name: Kurtz
- first_name: Barbara
full_name: Langes, Barbara
last_name: Langes
- first_name: Jan Marco
full_name: Leimeister, Jan Marco
last_name: Leimeister
- first_name: Tom
full_name: Lewandowski, Tom
last_name: Lewandowski
- first_name: Thomas
full_name: Meiren, Thomas
last_name: Meiren
- first_name: Rainer
full_name: Nägele, Rainer
last_name: Nägele
- first_name: Stefanie
full_name: Paluch, Stefanie
last_name: Paluch
- first_name: Christoph
full_name: Peters, Christoph
last_name: Peters
- first_name: Jens
full_name: Poeppelbuss, Jens
last_name: Poeppelbuss
- first_name: Susanne
full_name: Robra-Bissantz, Susanne
last_name: Robra-Bissantz
- first_name: Carsten
full_name: Schultz, Carsten
last_name: Schultz
- first_name: Jan H.
full_name: Schumann, Jan H.
last_name: Schumann
- first_name: Jochen
full_name: Wirtz, Jochen
last_name: Wirtz
- first_name: Nancy V.
full_name: Wünderlich, Nancy V.
last_name: Wünderlich
citation:
ama: 'Böhmann T, Roth A, Satzger G, et al. Continuous value shaping: A boundary
concept for innovating service innovation approaches. Electronic Markets.
2025;35(1). doi:10.1007/s12525-025-00771-1'
apa: 'Böhmann, T., Roth, A., Satzger, G., Benz, C., Beverungen, D., Boes, A., Breidbach,
C., Gersch, M., Gudergan, G., Hogreve, J., Kurtz, C., Langes, B., Leimeister,
J. M., Lewandowski, T., Meiren, T., Nägele, R., Paluch, S., Peters, C., Poeppelbuss,
J., … Wünderlich, N. V. (2025). Continuous value shaping: A boundary concept for
innovating service innovation approaches. Electronic Markets, 35(1),
Article 27. https://doi.org/10.1007/s12525-025-00771-1'
bibtex: '@article{Böhmann_Roth_Satzger_Benz_Beverungen_Boes_Breidbach_Gersch_Gudergan_Hogreve_et
al._2025, title={Continuous value shaping: A boundary concept for innovating service
innovation approaches}, volume={35}, DOI={10.1007/s12525-025-00771-1},
number={127}, journal={Electronic Markets}, publisher={Springer Science and Business
Media LLC}, author={Böhmann, Tilo and Roth, Angela and Satzger, Gerhard and Benz,
Carina and Beverungen, Daniel and Boes, Andreas and Breidbach, Christoph and Gersch,
Martin and Gudergan, Gerhard and Hogreve, Jens and et al.}, year={2025} }'
chicago: 'Böhmann, Tilo, Angela Roth, Gerhard Satzger, Carina Benz, Daniel Beverungen,
Andreas Boes, Christoph Breidbach, et al. “Continuous Value Shaping: A Boundary
Concept for Innovating Service Innovation Approaches.” Electronic Markets
35, no. 1 (2025). https://doi.org/10.1007/s12525-025-00771-1.'
ieee: 'T. Böhmann et al., “Continuous value shaping: A boundary concept for
innovating service innovation approaches,” Electronic Markets, vol. 35,
no. 1, Art. no. 27, 2025, doi: 10.1007/s12525-025-00771-1.'
mla: 'Böhmann, Tilo, et al. “Continuous Value Shaping: A Boundary Concept for Innovating
Service Innovation Approaches.” Electronic Markets, vol. 35, no. 1, 27,
Springer Science and Business Media LLC, 2025, doi:10.1007/s12525-025-00771-1.'
short: T. Böhmann, A. Roth, G. Satzger, C. Benz, D. Beverungen, A. Boes, C. Breidbach,
M. Gersch, G. Gudergan, J. Hogreve, C. Kurtz, B. Langes, J.M. Leimeister, T. Lewandowski,
T. Meiren, R. Nägele, S. Paluch, C. Peters, J. Poeppelbuss, S. Robra-Bissantz,
C. Schultz, J.H. Schumann, J. Wirtz, N.V. Wünderlich, Electronic Markets 35 (2025).
date_created: 2025-04-04T06:10:26Z
date_updated: 2025-11-10T10:19:25Z
ddc:
- '380'
department:
- _id: '195'
doi: 10.1007/s12525-025-00771-1
external_id:
unknown:
- https://link.springer.com/article/10.1007/s12525-025-00771-1
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2025-04-04T06:19:38Z
date_updated: 2025-04-04T06:19:38Z
file_id: '59336'
file_name: Continuous Value Shaping - EM.pdf
file_size: 920032
relation: main_file
success: 1
file_date_updated: 2025-04-04T06:19:38Z
has_accepted_license: '1'
intvolume: ' 35'
issue: '1'
jel:
- M10
keyword:
- Continuous value shaping (CVS)
- Service research
- Service innovation
- Digitalization
- Sustainability
- Interdisciplinary research
language:
- iso: eng
project:
- _id: '1250'
name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
mit Unternehmen'
publication: Electronic Markets
publication_identifier:
issn:
- 1019-6781
- 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'Continuous value shaping: A boundary concept for innovating service innovation
approaches'
type: journal_article
user_id: '59677'
volume: 35
year: '2025'
...
---
_id: '61410'
abstract:
- lang: eng
text: "Purpose: The purpose of this study is to identify, analyze, and explain the
implications that could\r\narise for service settings if AI systems develop, or
are perceived to develop, consciousness – the\r\nability to acknowledge their
own existence and the capacity for positive or negative experiences.\r\n\r\nDesign/methodology/approach:
This study proposes and explores four hypothetical scenarios in\r\nwhich conscious
AI in service could manifest. We contextualize our resulting typology in the\r\nhealth
service context and integrate extant literature on technology-enabled service,
AI\r\nconsciousness, and AI ethics into the narrative.\r\n\r\nFindings: This study
provides a unique theoretical contribution to service research in the form of\r\na
Type IV theory. It enables future service researchers to apprehend, explain, and
predict how\r\nfunctionally conscious AI in service might unfold.\r\n\r\nOriginality:
An increasingly prolific public discourse acknowledges that conscious AI systems\r\nmay
emerge. Against this backdrop, this study aims to systematically explore a question
that is\r\nperhaps the most critical and timely, but also inherently speculative,
in relation to AI in service\r\nresearch by introducing much-needed theory and
terminology.\r\n\r\nPractical implications: The ethical use of conscious AI in
service could emerge as a distinct\r\ncompetitive advantage in the future. Achieving
this outcome involves speculative yet actionable\r\nrecommendations that include
training, guiding, and controlling how humans engage with such\r\nsystems, developing
appropriate wellbeing protocols for functionally conscious AI systems, and\r\nestablishing
AI rights and governance frameworks."
article_type: original
author:
- first_name: Christoph
full_name: Breidbach, Christoph
last_name: Breidbach
- first_name: Casper Ferm
full_name: Lars-Erik, Casper Ferm
last_name: Lars-Erik
- first_name: Paul
full_name: Maglio, Paul
last_name: Maglio
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Jochen
full_name: Wirtz, Jochen
last_name: Wirtz
- first_name: Alex
full_name: Twigg, Alex
last_name: Twigg
citation:
ama: Breidbach C, Lars-Erik CF, Maglio P, Beverungen D, Wirtz J, Twigg A. Conscious
Artificial Intelligence in Service. Journal of Service Management.
apa: Breidbach, C., Lars-Erik, C. F., Maglio, P., Beverungen, D., Wirtz, J., &
Twigg, A. (n.d.). Conscious Artificial Intelligence in Service. Journal of
Service Management.
bibtex: '@article{Breidbach_Lars-Erik_Maglio_Beverungen_Wirtz_Twigg, title={Conscious
Artificial Intelligence in Service}, journal={Journal of Service Management},
publisher={Emerald}, author={Breidbach, Christoph and Lars-Erik, Casper Ferm and
Maglio, Paul and Beverungen, Daniel and Wirtz, Jochen and Twigg, Alex} }'
chicago: Breidbach, Christoph, Casper Ferm Lars-Erik, Paul Maglio, Daniel Beverungen,
Jochen Wirtz, and Alex Twigg. “Conscious Artificial Intelligence in Service.”
Journal of Service Management, n.d.
ieee: C. Breidbach, C. F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, and A.
Twigg, “Conscious Artificial Intelligence in Service,” Journal of Service Management.
mla: Breidbach, Christoph, et al. “Conscious Artificial Intelligence in Service.”
Journal of Service Management, Emerald.
short: C. Breidbach, C.F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, A. Twigg,
Journal of Service Management (n.d.).
date_created: 2025-09-23T11:47:47Z
date_updated: 2025-11-10T10:22:59Z
ddc:
- '380'
department:
- _id: '195'
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2025-11-10T10:20:48Z
date_updated: 2025-11-10T10:20:48Z
file_id: '62150'
file_name: Breidbach et al, 2025_Conscious AI in Service_w link.pdf
file_size: 743479
relation: main_file
success: 1
file_date_updated: 2025-11-10T10:20:48Z
has_accepted_license: '1'
keyword:
- AI
- AI consciousness
- AI ethics
- service systems
language:
- iso: eng
publication: Journal of Service Management
publication_status: inpress
publisher: Emerald
quality_controlled: '1'
status: public
title: Conscious Artificial Intelligence in Service
type: journal_article
user_id: '59677'
year: '2025'
...