---
_id: '61528'
author:
- first_name: Nik
full_name: Hassan, Nik
last_name: Hassan
- first_name: Mauricio
full_name: Marrone, Mauricio
last_name: Marrone
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
- first_name: Jack
full_name: Yang, Jack
last_name: Yang
citation:
ama: 'Hassan N, Marrone M, Schryen G, Yang J. Using Google’s Natural Language Model
to Measure Growth of Knowledge in Information Systems Research. In: Proceedings
of the 59th Hawaii International Conference on System Sciences. ; 2026.'
apa: Hassan, N., Marrone, M., Schryen, G., & Yang, J. (2026). Using Google’s
Natural Language Model to Measure Growth of Knowledge in Information Systems Research.
Proceedings of the 59th Hawaii International Conference on System Sciences.
bibtex: '@inproceedings{Hassan_Marrone_Schryen_Yang_2026, place={Lahaina, Hawaii,
USA}, title={Using Google’s Natural Language Model to Measure Growth of Knowledge
in Information Systems Research}, booktitle={Proceedings of the 59th Hawaii International
Conference on System Sciences}, author={Hassan, Nik and Marrone, Mauricio and
Schryen, Guido and Yang, Jack}, year={2026} }'
chicago: Hassan, Nik, Mauricio Marrone, Guido Schryen, and Jack Yang. “Using Google’s
Natural Language Model to Measure Growth of Knowledge in Information Systems Research.”
In Proceedings of the 59th Hawaii International Conference on System Sciences.
Lahaina, Hawaii, USA, 2026.
ieee: N. Hassan, M. Marrone, G. Schryen, and J. Yang, “Using Google’s Natural Language
Model to Measure Growth of Knowledge in Information Systems Research,” 2026.
mla: Hassan, Nik, et al. “Using Google’s Natural Language Model to Measure Growth
of Knowledge in Information Systems Research.” Proceedings of the 59th Hawaii
International Conference on System Sciences, 2026.
short: 'N. Hassan, M. Marrone, G. Schryen, J. Yang, in: Proceedings of the 59th
Hawaii International Conference on System Sciences, Lahaina, Hawaii, USA, 2026.'
date_created: 2025-10-06T17:00:46Z
date_updated: 2026-01-31T15:24:01Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: closed
content_type: application/pdf
creator: schryen
date_created: 2025-10-06T17:04:28Z
date_updated: 2025-10-06T17:04:28Z
file_id: '61529'
file_name: Using AI to measure IS progress_HICSS2026_Final091425.pdf
file_size: 430613
relation: main_file
success: 1
file_date_updated: 2025-10-06T17:04:28Z
has_accepted_license: '1'
language:
- iso: eng
place: Lahaina, Hawaii, USA
publication: Proceedings of the 59th Hawaii International Conference on System Sciences
status: public
title: Using Google’s Natural Language Model to Measure Growth of Knowledge in Information
Systems Research
type: conference
user_id: '72850'
year: '2026'
...
---
_id: '61310'
abstract:
- lang: eng
text: "Service systems engineering relies on structured, top-down approaches to
designing and\r\ninnovating service systems. In today’s dynamic environments—shaped
by digital transformation,\r\nevolving provider–user interactions, and shifting
societal demands—these approaches face limitations in enabling continuous, context-sensitive
innovation. Continuous Value Shaping emerges as a conceptual extension to service
systems engineering, promoting more adaptive and co-evolutionary forms of service
system development. This study examines how Continuous Value Shaping manifests
through a multiple case study of three public sector projects. We identify distinct
manifestations and constellations of the concept’s principles that complement
classical\r\nSSE practices. As the first empirical exploration of Continuous Value
Shaping, the study refines its\r\nconceptual foundation and enhances its accessibility
for researchers and practitioners. We conclude with seven empirically derived
propositions that inform future service systems engineering initiatives and demonstrate
how Continuous Value Shaping supports the dynamic alignment of service systems
with societal and systemic demands."
author:
- first_name: Jannika Marie
full_name: Schäfer, Jannika Marie
id: '74374'
last_name: Schäfer
- first_name: Polina
full_name: Rajko, Polina
last_name: Rajko
- first_name: Daniela
full_name: Angelova, Daniela
last_name: Angelova
- first_name: Tilo
full_name: Böhmann, Tilo
last_name: Böhmann
citation:
ama: 'Schäfer JM, Rajko P, Angelova D, Böhmann T. From Engineering to Shaping: A
Multiple Case Study on Advancing Service Systems Engineering through Continuous
Value Shaping. In: Proceedings of the 59th Hawaii International Conference
on System Sciences (HICSS 2026). Association for Information Systems (AIS),
IEEE Computer Society Press, University of Hawaii (Manoa); 2026.'
apa: 'Schäfer, J. M., Rajko, P., Angelova, D., & Böhmann, T. (2026). From Engineering
to Shaping: A Multiple Case Study on Advancing Service Systems Engineering through
Continuous Value Shaping. Proceedings of the 59th Hawaii International Conference
on System Sciences (HICSS 2026). 59th Hawaii International Conference on System
Sciences (HICSS 2026), Maui, Maui, Hawaii, USA.'
bibtex: '@inproceedings{Schäfer_Rajko_Angelova_Böhmann_2026, place={Maui, Hawaii,
USA}, title={From Engineering to Shaping: A Multiple Case Study on Advancing Service
Systems Engineering through Continuous Value Shaping}, booktitle={Proceedings
of the 59th Hawaii International Conference on System Sciences (HICSS 2026)},
publisher={Association for Information Systems (AIS), IEEE Computer Society Press,
University of Hawaii (Manoa)}, author={Schäfer, Jannika Marie and Rajko, Polina
and Angelova, Daniela and Böhmann, Tilo}, year={2026} }'
chicago: 'Schäfer, Jannika Marie, Polina Rajko, Daniela Angelova, and Tilo Böhmann.
“From Engineering to Shaping: A Multiple Case Study on Advancing Service Systems
Engineering through Continuous Value Shaping.” In Proceedings of the 59th Hawaii
International Conference on System Sciences (HICSS 2026). Maui, Hawaii, USA:
Association for Information Systems (AIS), IEEE Computer Society Press, University
of Hawaii (Manoa), 2026.'
ieee: 'J. M. Schäfer, P. Rajko, D. Angelova, and T. Böhmann, “From Engineering to
Shaping: A Multiple Case Study on Advancing Service Systems Engineering through
Continuous Value Shaping,” presented at the 59th Hawaii International Conference
on System Sciences (HICSS 2026), Maui, Maui, Hawaii, USA, 2026.'
mla: 'Schäfer, Jannika Marie, et al. “From Engineering to Shaping: A Multiple Case
Study on Advancing Service Systems Engineering through Continuous Value Shaping.”
Proceedings of the 59th Hawaii International Conference on System Sciences
(HICSS 2026), Association for Information Systems (AIS), IEEE Computer Society
Press, University of Hawaii (Manoa), 2026.'
short: 'J.M. Schäfer, P. Rajko, D. Angelova, T. Böhmann, in: Proceedings of the
59th Hawaii International Conference on System Sciences (HICSS 2026), Association
for Information Systems (AIS), IEEE Computer Society Press, University of Hawaii
(Manoa), Maui, Hawaii, USA, 2026.'
conference:
end_date: 2026-01-09
location: Maui, Maui, Hawaii, USA
name: 59th Hawaii International Conference on System Sciences (HICSS 2026)
start_date: 2026-01-06
date_created: 2025-09-16T13:55:52Z
date_updated: 2026-02-05T06:57:02Z
department:
- _id: '195'
jel:
- M15
keyword:
- Continuous Value Shaping
- Service Systems Engineering
- Service Science
- Public Sector
- Service Innovation
language:
- iso: eng
place: Maui, Hawaii, USA
project:
- _id: '1250'
name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
mit Unternehmen'
publication: Proceedings of the 59th Hawaii International Conference on System Sciences
(HICSS 2026)
publication_status: published
publisher: Association for Information Systems (AIS), IEEE Computer Society Press,
University of Hawaii (Manoa)
quality_controlled: '1'
status: public
title: 'From Engineering to Shaping: A Multiple Case Study on Advancing Service Systems
Engineering through Continuous Value Shaping'
type: conference
user_id: '74374'
year: '2026'
...
---
_id: '65139'
author:
- first_name: Wael
full_name: Jabr, Wael
last_name: Jabr
- first_name: Dominik
full_name: Gutt, Dominik
last_name: Gutt
- first_name: Jürgen
full_name: Neumann, Jürgen
last_name: Neumann
- first_name: Dennis
full_name: Kundisch, Dennis
last_name: Kundisch
citation:
ama: Jabr W, Gutt D, Neumann J, Kundisch D. Updating at the Expense of Demand? The
Case of Platform Apps. Information Systems and e-Business Management.
apa: Jabr, W., Gutt, D., Neumann, J., & Kundisch, D. (n.d.). Updating at the
Expense of Demand? The Case of Platform Apps. Information Systems and E-Business
Management.
bibtex: '@article{Jabr_Gutt_Neumann_Kundisch, title={Updating at the Expense of
Demand? The Case of Platform Apps}, journal={Information Systems and e-Business
Management}, author={Jabr, Wael and Gutt, Dominik and Neumann, Jürgen and Kundisch,
Dennis} }'
chicago: Jabr, Wael, Dominik Gutt, Jürgen Neumann, and Dennis Kundisch. “Updating
at the Expense of Demand? The Case of Platform Apps.” Information Systems and
E-Business Management, n.d.
ieee: W. Jabr, D. Gutt, J. Neumann, and D. Kundisch, “Updating at the Expense of
Demand? The Case of Platform Apps,” Information Systems and e-Business Management.
mla: Jabr, Wael, et al. “Updating at the Expense of Demand? The Case of Platform
Apps.” Information Systems and E-Business Management.
short: W. Jabr, D. Gutt, J. Neumann, D. Kundisch, Information Systems and E-Business
Management (n.d.).
date_created: 2026-03-26T10:59:29Z
date_updated: 2026-03-26T11:01:03Z
department:
- _id: '276'
language:
- iso: eng
publication: Information Systems and e-Business Management
publication_status: accepted
status: public
title: Updating at the Expense of Demand? The Case of Platform Apps
type: journal_article
user_id: '16205'
year: '2026'
...
---
_id: '65105'
author:
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Haya
full_name: Halimeh, Haya
id: '87673'
last_name: Halimeh
- first_name: Philipp
full_name: Hansmeier, Philipp
id: '55603'
last_name: Hansmeier
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
- first_name: Maike
full_name: Althaus, Maike
id: '61896'
last_name: Althaus
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
citation:
ama: zur Heiden P, Halimeh H, Hansmeier P, et al. Data Spaces for Heterogeneous
Data Ecosystems – Findings from a Design Study in the Cultural Sector. Communications
of the Association for Information Systems.
apa: zur Heiden, P., Halimeh, H., Hansmeier, P., Vorbohle, C., Althaus, M., Beverungen,
D., Kundisch, D., & Müller, O. (n.d.). Data Spaces for Heterogeneous Data
Ecosystems – Findings from a Design Study in the Cultural Sector. Communications
of the Association for Information Systems.
bibtex: '@article{zur Heiden_Halimeh_Hansmeier_Vorbohle_Althaus_Beverungen_Kundisch_Müller,
title={Data Spaces for Heterogeneous Data Ecosystems – Findings from a Design
Study in the Cultural Sector}, journal={Communications of the Association for
Information Systems}, author={zur Heiden, Philipp and Halimeh, Haya and Hansmeier,
Philipp and Vorbohle, Christian and Althaus, Maike and Beverungen, Daniel and
Kundisch, Dennis and Müller, Oliver} }'
chicago: Heiden, Philipp zur, Haya Halimeh, Philipp Hansmeier, Christian Vorbohle,
Maike Althaus, Daniel Beverungen, Dennis Kundisch, and Oliver Müller. “Data Spaces
for Heterogeneous Data Ecosystems – Findings from a Design Study in the Cultural
Sector.” Communications of the Association for Information Systems, n.d.
ieee: P. zur Heiden et al., “Data Spaces for Heterogeneous Data Ecosystems
– Findings from a Design Study in the Cultural Sector,” Communications of the
Association for Information Systems.
mla: zur Heiden, Philipp, et al. “Data Spaces for Heterogeneous Data Ecosystems
– Findings from a Design Study in the Cultural Sector.” Communications of the
Association for Information Systems.
short: P. zur Heiden, H. Halimeh, P. Hansmeier, C. Vorbohle, M. Althaus, D. Beverungen,
D. Kundisch, O. Müller, Communications of the Association for Information Systems
(n.d.).
date_created: 2026-03-24T13:31:24Z
date_updated: 2026-03-27T08:24:49Z
department:
- _id: '276'
- _id: '526'
- _id: '196'
language:
- iso: eng
project:
- _id: '160'
name: 'DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur'
publication: Communications of the Association for Information Systems
publication_status: accepted
status: public
title: Data Spaces for Heterogeneous Data Ecosystems – Findings from a Design Study
in the Cultural Sector
type: journal_article
user_id: '16205'
year: '2026'
...
---
_id: '65311'
abstract:
- lang: eng
text: Information Systems (IS) is rooted in systems theory. Systems theory offers
powerful concepts to address challenges of growing system complexity and non-systemic
design approaches in information systems. Despite its systemic origins, systems
theory remains a peripheral topic in IS. The study addresses this gap by introducing
a comprehensive framework of 52 systems-theoretical concepts to guide the design
of complex IS artifacts. We synthesize scattered systems knowledge from diverse
disciplines to provide a unified level of abstraction for complex information
system design. We apply the framework to a use case of business reputation systems
to show how the systems lens informs the design of a novel, complex information
system. We make three key contributions to the literature. First, the framework
provides a common ground for interdisciplinary research in information system
design. Second, it offers a unified level of abstraction grounded in systems theory
that serves as a coherent basis for artifact design. Third, it demonstrates the
potential of systems theory as a foundational justificatory knowledge base. Furthermore,
we provide guidance on applying the framework across multiple modes of reasoning,
alongside further application guidelines. The study thus serves as a bridge between
the body of systems knowledge and contextual design in IS.
alternative_title:
- Design Your System
article_type: review
author:
- first_name: Ulvi
full_name: Ibrahimli, Ulvi
last_name: Ibrahimli
- first_name: Simon
full_name: Hemmrich, Simon
last_name: Hemmrich
- first_name: Axel
full_name: Winkelmann, Axel
last_name: Winkelmann
citation:
ama: 'Ibrahimli U, Hemmrich S, Winkelmann A. Bridging Systems Theory and Information
Systems: A Framework for Designing Complex Information Systems. Communication
of the Association for Information Systems. Published online 2026. doi:https://aisel.aisnet.org/cais/vol58/iss1/37/'
apa: 'Ibrahimli, U., Hemmrich, S., & Winkelmann, A. (2026). Bridging Systems
Theory and Information Systems: A Framework for Designing Complex Information
Systems. Communication of the Association for Information Systems. https://aisel.aisnet.org/cais/vol58/iss1/37/'
bibtex: '@article{Ibrahimli_Hemmrich_Winkelmann_2026, title={Bridging Systems Theory
and Information Systems: A Framework for Designing Complex Information Systems},
DOI={https://aisel.aisnet.org/cais/vol58/iss1/37/},
journal={Communication of the Association for Information Systems}, publisher={AIS},
author={Ibrahimli, Ulvi and Hemmrich, Simon and Winkelmann, Axel}, year={2026}
}'
chicago: 'Ibrahimli, Ulvi, Simon Hemmrich, and Axel Winkelmann. “Bridging Systems
Theory and Information Systems: A Framework for Designing Complex Information
Systems.” Communication of the Association for Information Systems, 2026.
https://aisel.aisnet.org/cais/vol58/iss1/37/.'
ieee: 'U. Ibrahimli, S. Hemmrich, and A. Winkelmann, “Bridging Systems Theory and
Information Systems: A Framework for Designing Complex Information Systems,” Communication
of the Association for Information Systems, 2026, doi: https://aisel.aisnet.org/cais/vol58/iss1/37/.'
mla: 'Ibrahimli, Ulvi, et al. “Bridging Systems Theory and Information Systems:
A Framework for Designing Complex Information Systems.” Communication of the
Association for Information Systems, AIS, 2026, doi:https://aisel.aisnet.org/cais/vol58/iss1/37/.'
short: U. Ibrahimli, S. Hemmrich, A. Winkelmann, Communication of the Association
for Information Systems (2026).
date_created: 2026-04-02T04:19:09Z
date_updated: 2026-04-02T04:32:05Z
department:
- _id: '195'
doi: https://aisel.aisnet.org/cais/vol58/iss1/37/
extern: '1'
external_id:
unknown:
- https://aisel.aisnet.org/cais/vol58/iss1/37/
jel:
- D83
- L14
- D83
- O33
- C63
- P
keyword:
- Information Systems Research
- Systems Theory
- System Complexity
- System Design
- Design Science
language:
- iso: eng
publication: Communication of the Association for Information Systems
publication_identifier:
unknown:
- 1529-3181
publication_status: published
publisher: AIS
quality_controlled: '1'
status: public
title: 'Bridging Systems Theory and Information Systems: A Framework for Designing
Complex Information Systems'
type: journal_article
user_id: '83557'
year: '2026'
...
---
_id: '65310'
abstract:
- lang: eng
text: "Trust between client and consultant is perhaps the most important asset in
con-sulting, as this is a highly intangible knowledge-intensive business that
concerns is-sues of outstanding strategic and operational importance for the customers.
Cli-ents who have not worked with a particular consultancy face considerable risk
when they place an order while lacking reliable information about the service
quality they can expect. There is a strong link between trust and reputation,
as the positive reputation of a consultancy can act as a substitute for a new
client’s missing individual experience with the provider, fostering trust in the
service quali-ty. Thus, creating, maintaining, and demonstrating a good reputation
is of signifi-cant importance for consultancies in a very competitive industry.\r\nTo
facilitate trustworthy signals, we design and implement a novel reputation mechanism
that carries a monetary weight stored on a blockchain network as an immutable,
decentralized, and transparent ledger. Based on an implementation in the Ethereum
network and subsequent evaluation, we conclude that the reputation mechanism can
contribute to leveling information asymmetry and reducing risk while increasing
reputation and trust. The mechanism lends itself to being used in other business-to-business
scenarios that suffer from similar information asymmetries."
author:
- first_name: Simon
full_name: Hemmrich, Simon
id: '83557'
last_name: Hemmrich
- first_name: Volker
full_name: Nissen, Volker
last_name: Nissen
citation:
ama: 'Hemmrich S, Nissen V. A blockchain-based reputation system for consulting.
In: Nissen V, ed. Advanced Studies in Consulting Research and Digitalization
– A Scientific Update on the Digital Transformation of the Consulting Industry.
Springer. ; 2026.'
apa: Hemmrich, S., & Nissen, V. (2026). A blockchain-based reputation system
for consulting. In V. Nissen (Ed.), Advanced Studies in Consulting Research
and Digitalization – A Scientific Update on the Digital Transformation of the
Consulting Industry. Springer.
bibtex: '@inbook{Hemmrich_Nissen_2026, title={A blockchain-based reputation system
for consulting}, booktitle={ Advanced Studies in Consulting Research and Digitalization
– A Scientific Update on the Digital Transformation of the Consulting Industry.
Springer.}, author={Hemmrich, Simon and Nissen, Volker}, editor={Nissen, Volker},
year={2026} }'
chicago: Hemmrich, Simon, and Volker Nissen. “A Blockchain-Based Reputation System
for Consulting.” In Advanced Studies in Consulting Research and Digitalization
– A Scientific Update on the Digital Transformation of the Consulting Industry.
Springer., edited by Volker Nissen, 2026.
ieee: S. Hemmrich and V. Nissen, “A blockchain-based reputation system for consulting,”
in Advanced Studies in Consulting Research and Digitalization – A Scientific
Update on the Digital Transformation of the Consulting Industry. Springer.,
V. Nissen, Ed. 2026.
mla: Hemmrich, Simon, and Volker Nissen. “A Blockchain-Based Reputation System for
Consulting.” Advanced Studies in Consulting Research and Digitalization –
A Scientific Update on the Digital Transformation of the Consulting Industry.
Springer., edited by Volker Nissen, 2026.
short: 'S. Hemmrich, V. Nissen, in: V. Nissen (Ed.), Advanced Studies in Consulting
Research and Digitalization – A Scientific Update on the Digital Transformation
of the Consulting Industry. Springer., 2026.'
date_created: 2026-04-02T04:06:47Z
date_updated: 2026-04-02T04:32:01Z
department:
- _id: '195'
editor:
- first_name: Volker
full_name: Nissen, Volker
last_name: Nissen
extern: '1'
keyword:
- Reputation Systems
- Consulting
- Design Science Invention
- Incentive
- Blockchain
- Monetary ratings
- building trust
- reduce information asymmetry consulting
- B2B reputation system
- consulting risk reduction
- supplier evaluation system
language:
- iso: eng
publication: ' Advanced Studies in Consulting Research and Digitalization – A Scientific
Update on the Digital Transformation of the Consulting Industry. Springer.'
publication_identifier:
unknown:
- 978-3032173836
publication_status: published
quality_controlled: '1'
status: public
title: A blockchain-based reputation system for consulting
type: book_chapter
user_id: '83557'
year: '2026'
...
---
_id: '65313'
author:
- first_name: Ulvi
full_name: Ibrahimli, Ulvi
last_name: Ibrahimli
- first_name: Simon
full_name: Hemmrich, Simon
last_name: Hemmrich
- first_name: Axel
full_name: Winkelmann, Axel
last_name: Winkelmann
citation:
ama: 'Ibrahimli U, Hemmrich S, Winkelmann A. Reputation as a Sociotechnical Design
Problem: A Social Systems Theory Lens for Business Reputation Systems. In: ; 2026.'
apa: 'Ibrahimli, U., Hemmrich, S., & Winkelmann, A. (2026). Reputation as
a Sociotechnical Design Problem: A Social Systems Theory Lens for Business Reputation
Systems. DESRIST 2026 (The 21st International Conference on Design Science
Research in Information Systems and Technology), Münster.'
bibtex: '@inproceedings{Ibrahimli_Hemmrich_Winkelmann_2026, place={Münster}, title={Reputation
as a Sociotechnical Design Problem: A Social Systems Theory Lens for Business
Reputation Systems}, author={Ibrahimli, Ulvi and Hemmrich, Simon and Winkelmann,
Axel}, year={2026} }'
chicago: 'Ibrahimli, Ulvi, Simon Hemmrich, and Axel Winkelmann. “Reputation as a
Sociotechnical Design Problem: A Social Systems Theory Lens for Business Reputation
Systems.” Münster, 2026.'
ieee: 'U. Ibrahimli, S. Hemmrich, and A. Winkelmann, “Reputation as a Sociotechnical
Design Problem: A Social Systems Theory Lens for Business Reputation Systems,”
presented at the DESRIST 2026 (The 21st International Conference on Design Science
Research in Information Systems and Technology), Münster, 2026.'
mla: 'Ibrahimli, Ulvi, et al. Reputation as a Sociotechnical Design Problem:
A Social Systems Theory Lens for Business Reputation Systems. 2026.'
short: 'U. Ibrahimli, S. Hemmrich, A. Winkelmann, in: Münster, 2026.'
conference:
end_date: 2026-06-10
location: Münster
name: DESRIST 2026 (The 21st International Conference on Design Science Research
in Information Systems and Technology)
start_date: 2026-06-08
date_created: 2026-04-02T04:30:11Z
date_updated: 2026-04-02T04:32:08Z
department:
- _id: '195'
language:
- iso: eng
place: Münster
quality_controlled: '1'
status: public
title: 'Reputation as a Sociotechnical Design Problem: A Social Systems Theory Lens
for Business Reputation Systems'
type: conference
user_id: '83557'
year: '2026'
...
---
_id: '65451'
author:
- first_name: Christoph
full_name: Ksouri-Gerwien, Christoph
last_name: Ksouri-Gerwien
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
citation:
ama: 'Ksouri-Gerwien C, Vorbohle C. Business Model Prototyping and Evaluation from
an Ecosystem Perspective: An Actor-based Modeling Framework for Using System Dynamics.
Information Systems and e-Business Management.'
apa: 'Ksouri-Gerwien, C., & Vorbohle, C. (n.d.). Business Model Prototyping
and Evaluation from an Ecosystem Perspective: An Actor-based Modeling Framework
for Using System Dynamics. Information Systems and E-Business Management.'
bibtex: '@article{Ksouri-Gerwien_Vorbohle, title={Business Model Prototyping and
Evaluation from an Ecosystem Perspective: An Actor-based Modeling Framework for
Using System Dynamics}, journal={Information Systems and e-Business Management},
author={Ksouri-Gerwien, Christoph and Vorbohle, Christian} }'
chicago: 'Ksouri-Gerwien, Christoph, and Christian Vorbohle. “Business Model Prototyping
and Evaluation from an Ecosystem Perspective: An Actor-Based Modeling Framework
for Using System Dynamics.” Information Systems and E-Business Management,
n.d.'
ieee: 'C. Ksouri-Gerwien and C. Vorbohle, “Business Model Prototyping and Evaluation
from an Ecosystem Perspective: An Actor-based Modeling Framework for Using System
Dynamics,” Information Systems and e-Business Management.'
mla: 'Ksouri-Gerwien, Christoph, and Christian Vorbohle. “Business Model Prototyping
and Evaluation from an Ecosystem Perspective: An Actor-Based Modeling Framework
for Using System Dynamics.” Information Systems and E-Business Management.'
short: C. Ksouri-Gerwien, C. Vorbohle, Information Systems and E-Business Management
(n.d.).
date_created: 2026-04-15T13:13:12Z
date_updated: 2026-04-15T13:28:07Z
department:
- _id: '276'
language:
- iso: eng
publication: Information Systems and e-Business Management
publication_status: accepted
status: public
title: 'Business Model Prototyping and Evaluation from an Ecosystem Perspective: An
Actor-based Modeling Framework for Using System Dynamics'
type: journal_article
user_id: '16205'
year: '2026'
...
---
_id: '65452'
author:
- first_name: Alexander
full_name: Rinkowski, Alexander
last_name: Rinkowski
- first_name: Dennis
full_name: Kundisch, Dennis
last_name: Kundisch
citation:
ama: 'Rinkowski A, Kundisch D. Developing AI Literacy of Novice Adult Learners Outside
of Formal Education Settings – A Prototype. In: Proceedings of the 21st International
Conference on Design Science Research in Information Systems and Technology (DESRIST
2026). ; 2026.'
apa: Rinkowski, A., & Kundisch, D. (2026). Developing AI Literacy of Novice
Adult Learners Outside of Formal Education Settings – A Prototype. Proceedings
of the 21st International Conference on Design Science Research in Information
Systems and Technology (DESRIST 2026). 21st International Conference on Design
Science Research in Information Systems and Technology (DESRIST 2026), Münster.
bibtex: '@inproceedings{Rinkowski_Kundisch_2026, title={Developing AI Literacy of
Novice Adult Learners Outside of Formal Education Settings – A Prototype}, booktitle={Proceedings
of the 21st International Conference on Design Science Research in Information
Systems and Technology (DESRIST 2026)}, author={Rinkowski, Alexander and Kundisch,
Dennis}, year={2026} }'
chicago: Rinkowski, Alexander, and Dennis Kundisch. “Developing AI Literacy of Novice
Adult Learners Outside of Formal Education Settings – A Prototype.” In Proceedings
of the 21st International Conference on Design Science Research in Information
Systems and Technology (DESRIST 2026), 2026.
ieee: A. Rinkowski and D. Kundisch, “Developing AI Literacy of Novice Adult Learners
Outside of Formal Education Settings – A Prototype,” presented at the 21st International
Conference on Design Science Research in Information Systems and Technology (DESRIST
2026), Münster, 2026.
mla: Rinkowski, Alexander, and Dennis Kundisch. “Developing AI Literacy of Novice
Adult Learners Outside of Formal Education Settings – A Prototype.” Proceedings
of the 21st International Conference on Design Science Research in Information
Systems and Technology (DESRIST 2026), 2026.
short: 'A. Rinkowski, D. Kundisch, in: Proceedings of the 21st International Conference
on Design Science Research in Information Systems and Technology (DESRIST 2026),
2026.'
conference:
location: Münster
name: 21st International Conference on Design Science Research in Information Systems
and Technology (DESRIST 2026)
date_created: 2026-04-15T13:40:56Z
date_updated: 2026-04-15T14:06:37Z
department:
- _id: '276'
language:
- iso: eng
publication: Proceedings of the 21st International Conference on Design Science Research
in Information Systems and Technology (DESRIST 2026)
status: public
title: Developing AI Literacy of Novice Adult Learners Outside of Formal Education
Settings – A Prototype
type: conference
user_id: '16205'
year: '2026'
...
---
_id: '65476'
abstract:
- lang: eng
text: Service research has evolved into an interdisciplinary research field that
bridges diverse disciplines, including information systems (IS) and marketing.
Nearly two decades ago, the service system concept was introduced as a foundational
abstraction in service research, drawing on ideas from the service-dominant logic
(S-D logic) of marketing. Despite its widespread adoption in service research,
particularly in the IS discipline, the service system concept lacks a solid theoretical
foundation. This has resulted in conceptual ambiguity and overlap with related
constructs, such as service ecosystems. Moreover, it has largely remained a static
analytical lens, insufficiently capturing dynamic service phenomena, including
value co-creation and co-destruction, as well as the emergence of institutional
arrangements. To address these limitations, we propose Luhmann’s systems theory
(LST) as a robust framework for conceptualizing service systems as autopoietic
(self-creating) systems, in which communication serves as the fundamental mechanism
that drives value co-creation. We derive five theoretical propositions from this
re-conceptualization that clarify conceptual ambiguity and allow researchers to
explore dynamic service phenomena in greater depth. Given LST’s general approach,
our conceptualization provides a theoretically grounded, interdisciplinary foundation
for advancing service research.
article_number: '37'
article_type: original
author:
- first_name: Daniel
full_name: Beverungen, Daniel
last_name: Beverungen
- first_name: Jens
full_name: Poeppelbuss, Jens
last_name: Poeppelbuss
- first_name: Simon
full_name: Hemmrich, Simon
last_name: Hemmrich
- first_name: Taskeen
full_name: Iqbal, Taskeen
last_name: Iqbal
citation:
ama: Beverungen D, Poeppelbuss J, Hemmrich S, Iqbal T. Service through communication—Conceptualizing
service systems with Luhmann’s systems theory. Electronic Markets. 2026;36(1).
doi:10.1007/s12525-026-00889-w
apa: Beverungen, D., Poeppelbuss, J., Hemmrich, S., & Iqbal, T. (2026). Service
through communication—Conceptualizing service systems with Luhmann’s systems theory.
Electronic Markets, 36(1), Article 37. https://doi.org/10.1007/s12525-026-00889-w
bibtex: '@article{Beverungen_Poeppelbuss_Hemmrich_Iqbal_2026, title={Service through
communication—Conceptualizing service systems with Luhmann’s systems theory},
volume={36}, DOI={10.1007/s12525-026-00889-w},
number={137}, journal={Electronic Markets}, publisher={Springer Science and Business
Media LLC}, author={Beverungen, Daniel and Poeppelbuss, Jens and Hemmrich, Simon
and Iqbal, Taskeen}, year={2026} }'
chicago: Beverungen, Daniel, Jens Poeppelbuss, Simon Hemmrich, and Taskeen Iqbal.
“Service through Communication—Conceptualizing Service Systems with Luhmann’s
Systems Theory.” Electronic Markets 36, no. 1 (2026). https://doi.org/10.1007/s12525-026-00889-w.
ieee: 'D. Beverungen, J. Poeppelbuss, S. Hemmrich, and T. Iqbal, “Service through
communication—Conceptualizing service systems with Luhmann’s systems theory,”
Electronic Markets, vol. 36, no. 1, Art. no. 37, 2026, doi: 10.1007/s12525-026-00889-w.'
mla: Beverungen, Daniel, et al. “Service through Communication—Conceptualizing Service
Systems with Luhmann’s Systems Theory.” Electronic Markets, vol. 36, no.
1, 37, Springer Science and Business Media LLC, 2026, doi:10.1007/s12525-026-00889-w.
short: D. Beverungen, J. Poeppelbuss, S. Hemmrich, T. Iqbal, Electronic Markets
36 (2026).
date_created: 2026-04-21T13:13:02Z
date_updated: 2026-04-21T13:18:35Z
ddc:
- '380'
department:
- _id: '195'
- _id: '534'
doi: 10.1007/s12525-026-00889-w
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2026-04-21T13:14:30Z
date_updated: 2026-04-21T13:14:30Z
file_id: '65477'
file_name: Service is Communication - EM Paper.pdf
file_size: 2793039
relation: main_file
success: 1
file_date_updated: 2026-04-21T13:14:30Z
has_accepted_license: '1'
intvolume: ' 36'
issue: '1'
jel:
- L80
keyword:
- Service system
- Service ecosystem
- Systems theory
- Service research
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/content/pdf/10.1007/s12525-026-00889-w.pdf
oa: '1'
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: Service through communication—Conceptualizing service systems with Luhmann’s
systems theory
type: journal_article
user_id: '59677'
volume: 36
year: '2026'
...
---
_id: '63100'
author:
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Alexander
full_name: Wilms, Alexander
last_name: Wilms
citation:
ama: 'Kundisch D, Wilms A. From mismatch to synergy: how new ventures and family-owned
firms navigate cooperation. Journal of Small Business and Enterprise Development.
2026;33(1):49-71. doi:10.1108/JSBED-07-2025-0474'
apa: 'Kundisch, D., & Wilms, A. (2026). From mismatch to synergy: how new ventures
and family-owned firms navigate cooperation. Journal of Small Business and
Enterprise Development, 33(1), 49–71. https://doi.org/10.1108/JSBED-07-2025-0474'
bibtex: '@article{Kundisch_Wilms_2026, title={From mismatch to synergy: how new
ventures and family-owned firms navigate cooperation}, volume={33}, DOI={10.1108/JSBED-07-2025-0474},
number={1}, journal={Journal of Small Business and Enterprise Development}, author={Kundisch,
Dennis and Wilms, Alexander}, year={2026}, pages={49–71} }'
chicago: 'Kundisch, Dennis, and Alexander Wilms. “From Mismatch to Synergy: How
New Ventures and Family-Owned Firms Navigate Cooperation.” Journal of Small
Business and Enterprise Development 33, no. 1 (2026): 49–71. https://doi.org/10.1108/JSBED-07-2025-0474.'
ieee: 'D. Kundisch and A. Wilms, “From mismatch to synergy: how new ventures and
family-owned firms navigate cooperation,” Journal of Small Business and Enterprise
Development, vol. 33, no. 1, pp. 49–71, 2026, doi: 10.1108/JSBED-07-2025-0474.'
mla: 'Kundisch, Dennis, and Alexander Wilms. “From Mismatch to Synergy: How New
Ventures and Family-Owned Firms Navigate Cooperation.” Journal of Small Business
and Enterprise Development, vol. 33, no. 1, 2026, pp. 49–71, doi:10.1108/JSBED-07-2025-0474.'
short: D. Kundisch, A. Wilms, Journal of Small Business and Enterprise Development
33 (2026) 49–71.
date_created: 2025-12-15T10:20:31Z
date_updated: 2026-04-22T12:29:18Z
department:
- _id: '276'
doi: 10.1108/JSBED-07-2025-0474
intvolume: ' 33'
issue: '1'
language:
- iso: eng
page: 49-71
publication: Journal of Small Business and Enterprise Development
publication_status: published
status: public
title: 'From mismatch to synergy: how new ventures and family-owned firms navigate
cooperation'
type: journal_article
user_id: '16205'
volume: 33
year: '2026'
...
---
_id: '54445'
author:
- first_name: Sascha Christian
full_name: Burmeister, Sascha Christian
id: '32685'
last_name: Burmeister
orcid: 0000-0001-6679-0453
citation:
ama: Burmeister SC. A Memetic NSGA-III for Green Flexible Production with Real-Time
Energy Costs & Emissions. Croatian Operational Research Review. 2025;16(2).
doi:10.17535/crorr.2025.0009
apa: Burmeister, S. C. (2025). A Memetic NSGA-III for Green Flexible Production
with Real-Time Energy Costs & Emissions. Croatian Operational Research
Review, 16(2). https://doi.org/10.17535/crorr.2025.0009
bibtex: '@article{Burmeister_2025, title={A Memetic NSGA-III for Green Flexible
Production with Real-Time Energy Costs & Emissions}, volume={16}, DOI={10.17535/crorr.2025.0009},
number={2}, journal={Croatian Operational Research Review}, author={Burmeister,
Sascha Christian}, year={2025} }'
chicago: Burmeister, Sascha Christian. “A Memetic NSGA-III for Green Flexible Production
with Real-Time Energy Costs & Emissions.” Croatian Operational Research
Review 16, no. 2 (2025). https://doi.org/10.17535/crorr.2025.0009.
ieee: 'S. C. Burmeister, “A Memetic NSGA-III for Green Flexible Production with
Real-Time Energy Costs & Emissions,” Croatian Operational Research Review,
vol. 16, no. 2, 2025, doi: 10.17535/crorr.2025.0009.'
mla: Burmeister, Sascha Christian. “A Memetic NSGA-III for Green Flexible Production
with Real-Time Energy Costs & Emissions.” Croatian Operational Research
Review, vol. 16, no. 2, 2025, doi:10.17535/crorr.2025.0009.
short: S.C. Burmeister, Croatian Operational Research Review 16 (2025).
date_created: 2024-05-24T10:17:03Z
date_updated: 2025-01-28T14:23:44Z
ddc:
- '000'
department:
- _id: '277'
doi: 10.17535/crorr.2025.0009
file:
- access_level: open_access
content_type: application/pdf
creator: saschab
date_created: 2025-01-22T12:33:52Z
date_updated: 2025-01-27T13:06:18Z
file_id: '58317'
file_name: crorr_preprint.pdf
file_size: 432864
relation: main_file
file_date_updated: 2025-01-27T13:06:18Z
has_accepted_license: '1'
intvolume: ' 16'
issue: '2'
language:
- iso: eng
oa: '1'
publication: Croatian Operational Research Review
status: public
title: A Memetic NSGA-III for Green Flexible Production with Real-Time Energy Costs
& Emissions
type: journal_article
user_id: '32685'
volume: 16
year: '2025'
...
---
_id: '58370'
author:
- first_name: Sascha Christian
full_name: Burmeister, Sascha Christian
id: '32685'
last_name: Burmeister
orcid: 0000-0001-6679-0453
- first_name: Daniela
full_name: Guericke, Daniela
last_name: Guericke
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
citation:
ama: Burmeister SC, Guericke D, Schryen G. A two-level approach for multi-objective
flexible job shop scheduling and energy procurement. Cleaner Energy Systems.
Published online 2025. doi:10.1016/j.cles.2025.100178
apa: Burmeister, S. C., Guericke, D., & Schryen, G. (2025). A two-level approach
for multi-objective flexible job shop scheduling and energy procurement. Cleaner
Energy Systems. https://doi.org/10.1016/j.cles.2025.100178
bibtex: '@article{Burmeister_Guericke_Schryen_2025, title={A two-level approach
for multi-objective flexible job shop scheduling and energy procurement}, DOI={10.1016/j.cles.2025.100178},
journal={Cleaner Energy Systems}, publisher={Elsevier}, author={Burmeister, Sascha
Christian and Guericke, Daniela and Schryen, Guido}, year={2025} }'
chicago: Burmeister, Sascha Christian, Daniela Guericke, and Guido Schryen. “A Two-Level
Approach for Multi-Objective Flexible Job Shop Scheduling and Energy Procurement.”
Cleaner Energy Systems, 2025. https://doi.org/10.1016/j.cles.2025.100178.
ieee: 'S. C. Burmeister, D. Guericke, and G. Schryen, “A two-level approach for
multi-objective flexible job shop scheduling and energy procurement,” Cleaner
Energy Systems, 2025, doi: 10.1016/j.cles.2025.100178.'
mla: Burmeister, Sascha Christian, et al. “A Two-Level Approach for Multi-Objective
Flexible Job Shop Scheduling and Energy Procurement.” Cleaner Energy Systems,
Elsevier, 2025, doi:10.1016/j.cles.2025.100178.
short: S.C. Burmeister, D. Guericke, G. Schryen, Cleaner Energy Systems (2025).
date_created: 2025-01-27T13:05:32Z
date_updated: 2025-02-05T15:40:47Z
ddc:
- '000'
department:
- _id: '277'
doi: 10.1016/j.cles.2025.100178
file:
- access_level: open_access
content_type: application/pdf
creator: saschab
date_created: 2025-01-27T13:03:28Z
date_updated: 2025-01-27T13:03:28Z
file_id: '58371'
file_name: CLES_A two-level approach for multi-objective flexible job shop scheduling
and energy procurement_preprint.pdf
file_size: 5979511
relation: main_file
file_date_updated: 2025-01-27T13:03:28Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: Cleaner Energy Systems
publisher: Elsevier
status: public
title: A two-level approach for multi-objective flexible job shop scheduling and energy
procurement
type: journal_article
user_id: '32685'
year: '2025'
...
---
_id: '59670'
author:
- first_name: Sascha Christian
full_name: Burmeister, Sascha Christian
id: '32685'
last_name: Burmeister
orcid: 0000-0001-6679-0453
- first_name: Till Niklas
full_name: Rogalski, Till Niklas
last_name: Rogalski
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
citation:
ama: Burmeister SC, Rogalski TN, Schryen G. Comparative Analysis of Evolutionary
Algorithms for Energy-Aware Production Scheduling. Published online 2025.
apa: Burmeister, S. C., Rogalski, T. N., & Schryen, G. (2025). Comparative
Analysis of Evolutionary Algorithms for Energy-Aware Production Scheduling.
bibtex: '@article{Burmeister_Rogalski_Schryen_2025, title={Comparative Analysis
of Evolutionary Algorithms for Energy-Aware Production Scheduling}, author={Burmeister,
Sascha Christian and Rogalski, Till Niklas and Schryen, Guido}, year={2025} }'
chicago: Burmeister, Sascha Christian, Till Niklas Rogalski, and Guido Schryen.
“Comparative Analysis of Evolutionary Algorithms for Energy-Aware Production Scheduling,”
2025.
ieee: S. C. Burmeister, T. N. Rogalski, and G. Schryen, “Comparative Analysis of
Evolutionary Algorithms for Energy-Aware Production Scheduling.” 2025.
mla: Burmeister, Sascha Christian, et al. Comparative Analysis of Evolutionary
Algorithms for Energy-Aware Production Scheduling. 2025.
short: S.C. Burmeister, T.N. Rogalski, G. Schryen, (2025).
date_created: 2025-04-24T09:20:01Z
date_updated: 2025-04-24T09:20:30Z
department:
- _id: '277'
language:
- iso: eng
main_file_link:
- url: ' https://doi.org/10.48550/arXiv.2504.15672'
page: '8'
status: public
title: Comparative Analysis of Evolutionary Algorithms for Energy-Aware Production
Scheduling
type: preprint
user_id: '32685'
year: '2025'
...
---
_id: '59802'
author:
- first_name: Bernd
full_name: Löhr, Bernd
id: '56760'
last_name: Löhr
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Frank
full_name: Köhne, Frank
last_name: Köhne
- first_name: Sina
full_name: Nordlohne, Sina
last_name: Nordlohne
- first_name: Daniel
full_name: Alile, Daniel
last_name: Alile
- first_name: Andrees
full_name: Latten, Andrees
last_name: Latten
citation:
ama: 'Löhr B, Bartelheimer C, Köhne F, Nordlohne S, Alile D, Latten A. Forging the LongSWORD:
Exaptation and Enhancement of the SWORD Framework for Workaround Detection. In:
Business Process Management Workshops. Springer Nature Switzerland; 2025.
doi:10.1007/978-3-031-78666-2_24'
apa: 'Löhr, B., Bartelheimer, C., Köhne, F., Nordlohne, S., Alile, D., & Latten,
A. (2025). Forging the LongSWORD: Exaptation and Enhancement of the SWORD Framework
for Workaround Detection. In Business Process Management Workshops. Springer
Nature Switzerland. https://doi.org/10.1007/978-3-031-78666-2_24'
bibtex: '@inbook{Löhr_Bartelheimer_Köhne_Nordlohne_Alile_Latten_2025, place={Cham},
title={Forging the LongSWORD: Exaptation and Enhancement of the SWORD Framework
for Workaround Detection}, DOI={10.1007/978-3-031-78666-2_24},
booktitle={Business Process Management Workshops}, publisher={Springer Nature
Switzerland}, author={Löhr, Bernd and Bartelheimer, Christian and Köhne, Frank
and Nordlohne, Sina and Alile, Daniel and Latten, Andrees}, year={2025} }'
chicago: 'Löhr, Bernd, Christian Bartelheimer, Frank Köhne, Sina Nordlohne, Daniel
Alile, and Andrees Latten. “Forging the LongSWORD: Exaptation and Enhancement
of the SWORD Framework for Workaround Detection.” In Business Process Management
Workshops. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-78666-2_24.'
ieee: 'B. Löhr, C. Bartelheimer, F. Köhne, S. Nordlohne, D. Alile, and A. Latten,
“Forging the LongSWORD: Exaptation and Enhancement of the SWORD Framework for Workaround
Detection,” in Business Process Management Workshops, Cham: Springer Nature
Switzerland, 2025.'
mla: 'Löhr, Bernd, et al. “Forging the LongSWORD: Exaptation and Enhancement of the SWORD
Framework for Workaround Detection.” Business Process Management Workshops,
Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-78666-2_24.'
short: 'B. Löhr, C. Bartelheimer, F. Köhne, S. Nordlohne, D. Alile, A. Latten, in:
Business Process Management Workshops, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-05-05T10:09:12Z
date_updated: 2025-05-05T10:12:08Z
department:
- _id: '195'
doi: 10.1007/978-3-031-78666-2_24
language:
- iso: eng
place: Cham
publication: Business Process Management Workshops
publication_identifier:
isbn:
- '9783031786655'
- '9783031786662'
issn:
- 1865-1348
- 1865-1356
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Forging the LongSWORD: Exaptation and Enhancement of the SWORD Framework for Workaround
Detection'
type: book_chapter
user_id: '56760'
year: '2025'
...
---
_id: '58724'
author:
- first_name: Katharina
full_name: Brennig, Katharina
last_name: Brennig
- first_name: Sascha Benjamin
full_name: Kaltenpoth, Sascha Benjamin
id: '50640'
last_name: Kaltenpoth
- first_name: Oliver
full_name: Müller, Oliver
last_name: Müller
citation:
ama: 'Brennig K, Kaltenpoth SB, Müller O. Straight Outta Logs: Can Large Language
Models Overcome Preprocessing in Next Event Prediction? In: Lecture Notes in
Business Information Processing. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-78666-2_15'
apa: 'Brennig, K., Kaltenpoth, S. B., & Müller, O. (2025). Straight Outta Logs:
Can Large Language Models Overcome Preprocessing in Next Event Prediction? In
Lecture Notes in Business Information Processing. Springer Nature Switzerland.
https://doi.org/10.1007/978-3-031-78666-2_15'
bibtex: '@inbook{Brennig_Kaltenpoth_Müller_2025, place={Cham}, title={Straight Outta
Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?},
DOI={10.1007/978-3-031-78666-2_15},
booktitle={Lecture Notes in Business Information Processing}, publisher={Springer
Nature Switzerland}, author={Brennig, Katharina and Kaltenpoth, Sascha Benjamin
and Müller, Oliver}, year={2025} }'
chicago: 'Brennig, Katharina, Sascha Benjamin Kaltenpoth, and Oliver Müller. “Straight
Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?”
In Lecture Notes in Business Information Processing. Cham: Springer Nature
Switzerland, 2025. https://doi.org/10.1007/978-3-031-78666-2_15.'
ieee: 'K. Brennig, S. B. Kaltenpoth, and O. Müller, “Straight Outta Logs: Can Large
Language Models Overcome Preprocessing in Next Event Prediction?,” in Lecture
Notes in Business Information Processing, Cham: Springer Nature Switzerland,
2025.'
mla: 'Brennig, Katharina, et al. “Straight Outta Logs: Can Large Language Models
Overcome Preprocessing in Next Event Prediction?” Lecture Notes in Business
Information Processing, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-78666-2_15.'
short: 'K. Brennig, S.B. Kaltenpoth, O. Müller, in: Lecture Notes in Business Information
Processing, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-02-20T09:11:59Z
date_updated: 2025-05-07T14:19:42Z
department:
- _id: '196'
doi: 10.1007/978-3-031-78666-2_15
language:
- iso: eng
place: Cham
publication: Lecture Notes in Business Information Processing
publication_identifier:
isbn:
- '9783031786655'
- '9783031786662'
issn:
- 1865-1348
- 1865-1356
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next
Event Prediction?'
type: book_chapter
user_id: '50640'
year: '2025'
...
---
_id: '60031'
abstract:
- lang: eng
text: Reputation systems to rate companies’ performances remain largely unexplored
in research and are scarcely used in business-to-business (B2B) practice. Such
systems are essential for businesses seeking trustworthy partners, as they help
reduce information asymmetry, lower buyers' transaction risks, and allow high-quality
service providers to justify premium pricing. Unlike traditional review-based
systems in the business-to-consumer (B2C) context, we propose a B2B reputation
mechanism in which buyers commit to a rating payment before a transaction. Once
the buyer finalizes the rating, this payment is executed and recorded on a blockchain
as an immutable, secure ledger. Our system mimics natural trust-building mechanisms
with ratings that are (1) monetary-based, (2) stake-based, (3) non-aggregated,
(4) involve counter-ratings, (5) selectively sellable, (6) individually comparable,
(7) stored on a blockchain, (8) and monitored by a third instance. This system
provides a novel approach to fostering trust in B2B transactions by reducing information
asymmetry and transaction risk. We illustrate the mechanism’s application in the
consulting sector. Our analysis has identified 23 institutional trust and distrust
dimensions that promote establishing institutional trust through the proposed
mechanism. Qualitative interviews suggest that, while complex and challenging
to apply, this mechanism can foster trust in B2B transactions. Given the low maturity
in the application domain—rating professional business services with business
reputation systems—and solution domain—using monetary stakes for ratings, this
system stands as a potential invention.
article_type: original
author:
- first_name: Simon
full_name: Hemmrich, Simon
last_name: Hemmrich
- first_name: Volker
full_name: Nissen, Volker
last_name: Nissen
- first_name: Daniel
full_name: Beverugen, Daniel
last_name: Beverugen
- first_name: Josias Daniel Miño
full_name: Pauls, Josias Daniel Miño
last_name: Pauls
citation:
ama: 'Hemmrich S, Nissen V, Beverugen D, Pauls JDM. Blockchain-based reputation
systems for business-to-business services: designing a reputation mechanism to
reduce information asymmetry in professional consulting. Information Systems
and e-Business Management. Published online 2025. doi:10.1007/s10257-025-00702-9'
apa: 'Hemmrich, S., Nissen, V., Beverugen, D., & Pauls, J. D. M. (2025). Blockchain-based
reputation systems for business-to-business services: designing a reputation mechanism
to reduce information asymmetry in professional consulting. Information Systems
and E-Business Management. https://doi.org/10.1007/s10257-025-00702-9'
bibtex: '@article{Hemmrich_Nissen_Beverugen_Pauls_2025, title={Blockchain-based
reputation systems for business-to-business services: designing a reputation mechanism
to reduce information asymmetry in professional consulting}, DOI={10.1007/s10257-025-00702-9},
journal={Information Systems and e-Business Management}, publisher={Springer Science
and Business Media LLC}, author={Hemmrich, Simon and Nissen, Volker and Beverugen,
Daniel and Pauls, Josias Daniel Miño}, year={2025} }'
chicago: 'Hemmrich, Simon, Volker Nissen, Daniel Beverugen, and Josias Daniel Miño
Pauls. “Blockchain-Based Reputation Systems for Business-to-Business Services:
Designing a Reputation Mechanism to Reduce Information Asymmetry in Professional
Consulting.” Information Systems and E-Business Management, 2025. https://doi.org/10.1007/s10257-025-00702-9.'
ieee: 'S. Hemmrich, V. Nissen, D. Beverugen, and J. D. M. Pauls, “Blockchain-based
reputation systems for business-to-business services: designing a reputation mechanism
to reduce information asymmetry in professional consulting,” Information Systems
and e-Business Management, 2025, doi: 10.1007/s10257-025-00702-9.'
mla: 'Hemmrich, Simon, et al. “Blockchain-Based Reputation Systems for Business-to-Business
Services: Designing a Reputation Mechanism to Reduce Information Asymmetry in
Professional Consulting.” Information Systems and E-Business Management,
Springer Science and Business Media LLC, 2025, doi:10.1007/s10257-025-00702-9.'
short: S. Hemmrich, V. Nissen, D. Beverugen, J.D.M. Pauls, Information Systems and
E-Business Management (2025).
date_created: 2025-05-25T10:06:23Z
date_updated: 2025-05-25T10:12:00Z
ddc:
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doi: 10.1007/s10257-025-00702-9
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language:
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main_file_link:
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url: https://link.springer.com/article/10.1007/s10257-025-00702-9?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20250523&utm_content=10.1007%2Fs10257-025-00702-9
oa: '1'
publication: Information Systems and e-Business Management
publication_identifier:
issn:
- 1617-9846
- 1617-9854
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'Blockchain-based reputation systems for business-to-business services: designing
a reputation mechanism to reduce information asymmetry in professional consulting'
type: journal_article
user_id: '59677'
year: '2025'
...
---
_id: '60097'
alternative_title:
- Proceedings of the 18th International Conference on Wirtschaftsinformatik, Paderborn,
Germany, 2023, Vol. 1
citation:
ama: Beverungen D, Lehrer C, Trier M, eds. Conceptualizing Digital Responsibility
for the Information Age. Springer Nature Switzerland; 2025. doi:10.1007/978-3-031-80119-8
apa: Beverungen, D., Lehrer, C., & Trier, M. (Eds.). (2025). Conceptualizing
Digital Responsibility for the Information Age. Springer Nature Switzerland.
https://doi.org/10.1007/978-3-031-80119-8
bibtex: '@book{Beverungen_Lehrer_Trier_2025, place={Cham}, title={Conceptualizing
Digital Responsibility for the Information Age}, DOI={10.1007/978-3-031-80119-8},
publisher={Springer Nature Switzerland}, year={2025} }'
chicago: 'Beverungen, Daniel, Christiane Lehrer, and Matthias Trier, eds. Conceptualizing
Digital Responsibility for the Information Age. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-031-80119-8.'
ieee: 'D. Beverungen, C. Lehrer, and M. Trier, Eds., Conceptualizing Digital
Responsibility for the Information Age. Cham: Springer Nature Switzerland,
2025.'
mla: Beverungen, Daniel, et al., editors. Conceptualizing Digital Responsibility
for the Information Age. Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-80119-8.
short: D. Beverungen, C. Lehrer, M. Trier, eds., Conceptualizing Digital Responsibility
for the Information Age, Springer Nature Switzerland, Cham, 2025.
date_created: 2025-06-02T10:48:44Z
date_updated: 2025-06-02T10:49:33Z
department:
- _id: '526'
doi: 10.1007/978-3-031-80119-8
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:
- '9783031801181'
- '9783031801198'
issn:
- 2195-4968
- 2195-4976
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Conceptualizing Digital Responsibility for the Information Age
type: book_editor
user_id: '21671'
year: '2025'
...
---
_id: '60017'
article_type: original
author:
- first_name: Alexander Marcus
full_name: Skolik, Alexander Marcus
id: '92908'
last_name: Skolik
orcid: 0009-0006-2519-1765
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Johannes Aurelius Tamino
full_name: Donner, Johannes Aurelius Tamino
id: '72054'
last_name: Donner
orcid: 0009-0007-4757-4393
- first_name: Jennifer
full_name: Priefer, Jennifer
id: '82872'
last_name: Priefer
citation:
ama: 'Skolik AM, zur Heiden P, Donner JAT, Priefer J. Igniting Knowledge Management
for Assistance Systems in Maintenance: A Method for Knowledge Gathering. ECIS
2025 Proceedings. 2.'
apa: 'Skolik, A. M., zur Heiden, P., Donner, J. A. T., & Priefer, J. (n.d.).
Igniting Knowledge Management for Assistance Systems in Maintenance: A Method
for Knowledge Gathering. ECIS 2025 Proceedings, 2.'
bibtex: '@article{Skolik_zur Heiden_Donner_Priefer, title={Igniting Knowledge Management
for Assistance Systems in Maintenance: A Method for Knowledge Gathering}, volume={2},
journal={ECIS 2025 Proceedings}, author={Skolik, Alexander Marcus and zur Heiden,
Philipp and Donner, Johannes Aurelius Tamino and Priefer, Jennifer} }'
chicago: 'Skolik, Alexander Marcus, Philipp zur Heiden, Johannes Aurelius Tamino
Donner, and Jennifer Priefer. “Igniting Knowledge Management for Assistance Systems
in Maintenance: A Method for Knowledge Gathering.” ECIS 2025 Proceedings
2 (n.d.).'
ieee: 'A. M. Skolik, P. zur Heiden, J. A. T. Donner, and J. Priefer, “Igniting Knowledge
Management for Assistance Systems in Maintenance: A Method for Knowledge Gathering,”
ECIS 2025 Proceedings, vol. 2.'
mla: 'Skolik, Alexander Marcus, et al. “Igniting Knowledge Management for Assistance
Systems in Maintenance: A Method for Knowledge Gathering.” ECIS 2025 Proceedings,
vol. 2.'
short: A.M. Skolik, P. zur Heiden, J.A.T. Donner, J. Priefer, ECIS 2025 Proceedings
2 (n.d.).
conference:
location: Amman, Jordan
name: Thirty-Third European Conference on Information Systems (ECIS 2025)
date_created: 2025-05-22T09:17:51Z
date_updated: 2026-01-29T15:27:30Z
ddc:
- '006'
department:
- _id: '876'
- _id: '321'
- _id: '526'
- _id: '534'
file:
- access_level: open_access
content_type: application/pdf
creator: askolik
date_created: 2026-01-15T15:21:39Z
date_updated: 2026-01-29T15:27:29Z
file_id: '63634'
file_name: Igniting Knowledge Management for Assistance Systems in Maintenance.pdf
file_size: 721701
relation: main_file
file_date_updated: 2026-01-29T15:27:29Z
has_accepted_license: '1'
intvolume: ' 2'
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2025/ent_system/ent_system/2/
oa: '1'
publication: ECIS 2025 Proceedings
publication_status: accepted
quality_controlled: '1'
status: public
title: 'Igniting Knowledge Management for Assistance Systems in Maintenance: A Method
for Knowledge Gathering'
type: journal_article
user_id: '92908'
volume: 2
year: '2025'
...
---
_id: '55620'
article_number: '106804'
author:
- first_name: Philipp
full_name: Speckenmeyer, Philipp
id: '81294'
last_name: Speckenmeyer
- first_name: Constanze
full_name: Hilmer, Constanze
last_name: Hilmer
- first_name: Gerhard
full_name: Rauchecker, Gerhard
last_name: Rauchecker
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
citation:
ama: Speckenmeyer P, Hilmer C, Rauchecker G, Schryen G. Parallel Branch-and-Price
Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem
with Sequence-Dependent Setup Times. Computers & Operations Research.
2025;173. doi:https://dx.doi.org/10.2139/ssrn.4537436
apa: Speckenmeyer, P., Hilmer, C., Rauchecker, G., & Schryen, G. (2025). Parallel
Branch-and-Price Algorithms for the Single Machine Total Weighted Tardiness Scheduling
Problem with Sequence-Dependent Setup Times. Computers & Operations Research,
173, Article 106804. https://dx.doi.org/10.2139/ssrn.4537436
bibtex: '@article{Speckenmeyer_Hilmer_Rauchecker_Schryen_2025, title={Parallel Branch-and-Price
Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem
with Sequence-Dependent Setup Times}, volume={173}, DOI={https://dx.doi.org/10.2139/ssrn.4537436},
number={106804}, journal={Computers & Operations Research}, author={Speckenmeyer,
Philipp and Hilmer, Constanze and Rauchecker, Gerhard and Schryen, Guido}, year={2025}
}'
chicago: Speckenmeyer, Philipp, Constanze Hilmer, Gerhard Rauchecker, and Guido
Schryen. “Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted
Tardiness Scheduling Problem with Sequence-Dependent Setup Times.” Computers
& Operations Research 173 (2025). https://dx.doi.org/10.2139/ssrn.4537436.
ieee: 'P. Speckenmeyer, C. Hilmer, G. Rauchecker, and G. Schryen, “Parallel Branch-and-Price
Algorithms for the Single Machine Total Weighted Tardiness Scheduling Problem
with Sequence-Dependent Setup Times,” Computers & Operations Research,
vol. 173, Art. no. 106804, 2025, doi: https://dx.doi.org/10.2139/ssrn.4537436.'
mla: Speckenmeyer, Philipp, et al. “Parallel Branch-and-Price Algorithms for the
Single Machine Total Weighted Tardiness Scheduling Problem with Sequence-Dependent
Setup Times.” Computers & Operations Research, vol. 173, 106804, 2025,
doi:https://dx.doi.org/10.2139/ssrn.4537436.
short: P. Speckenmeyer, C. Hilmer, G. Rauchecker, G. Schryen, Computers & Operations
Research 173 (2025).
date_created: 2024-08-15T11:23:29Z
date_updated: 2026-02-14T16:43:23Z
ddc:
- '000'
department:
- _id: '277'
doi: https://dx.doi.org/10.2139/ssrn.4537436
file:
- access_level: open_access
content_type: application/pdf
creator: mateskam
date_created: 2024-08-15T11:26:35Z
date_updated: 2024-08-15T11:26:35Z
file_id: '55621'
file_name: Parallel_WTSDS-2.pdf
file_size: 1051554
relation: main_file
file_date_updated: 2024-08-15T11:26:35Z
has_accepted_license: '1'
intvolume: ' 173'
language:
- iso: eng
oa: '1'
publication: Computers & Operations Research
status: public
title: Parallel Branch-and-Price Algorithms for the Single Machine Total Weighted
Tardiness Scheduling Problem with Sequence-Dependent Setup Times
type: journal_article
user_id: '72850'
volume: 173
year: '2025'
...