---
_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. <i>Communications
    of the Association for Information Systems</i>.
  apa: zur Heiden, P., Halimeh, H., Hansmeier, P., Vorbohle, C., Althaus, M., Beverungen,
    D., Kundisch, D., &#38; Müller, O. (n.d.). Data Spaces for Heterogeneous Data
    Ecosystems – Findings from a Design Study in the Cultural Sector. <i>Communications
    of the Association for Information Systems</i>.
  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.” <i>Communications of the Association for Information Systems</i>, n.d.
  ieee: P. zur Heiden <i>et al.</i>, “Data Spaces for Heterogeneous Data Ecosystems
    – Findings from a Design Study in the Cultural Sector,” <i>Communications of the
    Association for Information Systems</i>.
  mla: zur Heiden, Philipp, et al. “Data Spaces for Heterogeneous Data Ecosystems
    – Findings from a Design Study in the Cultural Sector.” <i>Communications of the
    Association for Information Systems</i>.
  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: '64863'
abstract:
- lang: eng
  text: 'Traditional dyadic customer-provider interactions are being shifted to polyadic
    interactions involving diverse participants in digital service ecosystems. Especially,
    artificial intelligence (AI) is increasingly integrated into these ecosystems,
    so that they comprise non-human participants (e.g., AI-based chatbots)—fundamentally
    altering the nature of value (co-)creation. While existing literature examines
    human-to-human interactions, knowledge of service interactions between human actors
    and AI-based systems is still underexplored. To address this research gap, we
    develop a taxonomy, comprising six iterations, that explores the peculiarities
    of AI as either a resource or a (non-human) agent in digital service ecosystems.
    We evaluate our taxonomy using a multiple case study and derive the four archetypes
    of AI in digital service ecosystems: (1) discriminative experience enhancer, (2)
    protective ecosystem orchestrator, (3) ecosystem innovation companion, and (4)
    personalized service composer. Our results extend the knowledge on service science
    by showing how AI-based systems—discriminative or generative, and focusing on
    the interaction in the ecosystem or the individual service encounter—assume the
    role of resources and non-human agents. Researchers and practitioners can utilize
    our results to augment their ecosystems with AI.</jats:p>'
article_number: '22'
author:
- first_name: Philipp
  full_name: Hansmeier, Philipp
  id: '55603'
  last_name: Hansmeier
- first_name: Jannika Marie
  full_name: Schäfer, Jannika Marie
  id: '74374'
  last_name: Schäfer
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: Hansmeier P, Schäfer JM, zur Heiden P. Artificial intelligence in digital service
    ecosystems—Towards a taxonomy and archetypes. <i>Electronic Markets</i>. 2026;36(1).
    doi:<a href="https://doi.org/10.1007/s12525-026-00879-y">10.1007/s12525-026-00879-y</a>
  apa: Hansmeier, P., Schäfer, J. M., &#38; zur Heiden, P. (2026). Artificial intelligence
    in digital service ecosystems—Towards a taxonomy and archetypes. <i>Electronic
    Markets</i>, <i>36</i>(1), Article 22. <a href="https://doi.org/10.1007/s12525-026-00879-y">https://doi.org/10.1007/s12525-026-00879-y</a>
  bibtex: '@article{Hansmeier_Schäfer_zur Heiden_2026, title={Artificial intelligence
    in digital service ecosystems—Towards a taxonomy and archetypes}, volume={36},
    DOI={<a href="https://doi.org/10.1007/s12525-026-00879-y">10.1007/s12525-026-00879-y</a>},
    number={122}, journal={Electronic Markets}, publisher={Springer Science and Business
    Media LLC}, author={Hansmeier, Philipp and Schäfer, Jannika Marie and zur Heiden,
    Philipp}, year={2026} }'
  chicago: Hansmeier, Philipp, Jannika Marie Schäfer, and Philipp zur Heiden. “Artificial
    Intelligence in Digital Service Ecosystems—Towards a Taxonomy and Archetypes.”
    <i>Electronic Markets</i> 36, no. 1 (2026). <a href="https://doi.org/10.1007/s12525-026-00879-y">https://doi.org/10.1007/s12525-026-00879-y</a>.
  ieee: 'P. Hansmeier, J. M. Schäfer, and P. zur Heiden, “Artificial intelligence
    in digital service ecosystems—Towards a taxonomy and archetypes,” <i>Electronic
    Markets</i>, vol. 36, no. 1, Art. no. 22, 2026, doi: <a href="https://doi.org/10.1007/s12525-026-00879-y">10.1007/s12525-026-00879-y</a>.'
  mla: Hansmeier, Philipp, et al. “Artificial Intelligence in Digital Service Ecosystems—Towards
    a Taxonomy and Archetypes.” <i>Electronic Markets</i>, vol. 36, no. 1, 22, Springer
    Science and Business Media LLC, 2026, doi:<a href="https://doi.org/10.1007/s12525-026-00879-y">10.1007/s12525-026-00879-y</a>.
  short: P. Hansmeier, J.M. Schäfer, P. zur Heiden, Electronic Markets 36 (2026).
date_created: 2026-03-07T12:45:48Z
date_updated: 2026-03-28T12:53:22Z
doi: 10.1007/s12525-026-00879-y
intvolume: '        36'
issue: '1'
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/article/10.1007/s12525-026-00879-y
publication: Electronic Markets
publication_identifier:
  issn:
  - 1019-6781
  - 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Artificial intelligence in digital service ecosystems—Towards a taxonomy and
  archetypes
type: journal_article
user_id: '55603'
volume: 36
year: '2026'
...
---
_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. <i>ECIS
    2025 Proceedings</i>. 2.'
  apa: 'Skolik, A. M., zur Heiden, P., Donner, J. A. T., &#38; Priefer, J. (n.d.).
    Igniting Knowledge Management for Assistance Systems in Maintenance: A Method
    for Knowledge Gathering. <i>ECIS 2025 Proceedings</i>, <i>2</i>.'
  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.” <i>ECIS 2025 Proceedings</i>
    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,”
    <i>ECIS 2025 Proceedings</i>, vol. 2.'
  mla: 'Skolik, Alexander Marcus, et al. “Igniting Knowledge Management for Assistance
    Systems in Maintenance: A Method for Knowledge Gathering.” <i>ECIS 2025 Proceedings</i>,
    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: '61378'
author:
- first_name: Philipp
  full_name: Hansmeier, Philipp
  id: '55603'
  last_name: Hansmeier
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'Hansmeier P, zur Heiden P, Beverungen D. Service Innovation through Data Ecosystems
    – Designing a Recombinant Method. In: <i>Proceedings of the 20th International
    Conference on Wirtschaftsinformatik (WI25)</i>. ; 2025.'
  apa: Hansmeier, P., zur Heiden, P., &#38; Beverungen, D. (2025). Service Innovation
    through Data Ecosystems – Designing a Recombinant Method. <i>Proceedings of the
    20th International Conference on Wirtschaftsinformatik (WI25)</i>.
  bibtex: '@inproceedings{Hansmeier_zur Heiden_Beverungen_2025, title={Service Innovation
    through Data Ecosystems – Designing a Recombinant Method}, booktitle={Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI25)}, author={Hansmeier,
    Philipp and zur Heiden, Philipp and Beverungen, Daniel}, year={2025} }'
  chicago: Hansmeier, Philipp, Philipp zur Heiden, and Daniel Beverungen. “Service
    Innovation through Data Ecosystems – Designing a Recombinant Method.” In <i>Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI25)</i>, 2025.
  ieee: P. Hansmeier, P. zur Heiden, and D. Beverungen, “Service Innovation through
    Data Ecosystems – Designing a Recombinant Method,” 2025.
  mla: Hansmeier, Philipp, et al. “Service Innovation through Data Ecosystems – Designing
    a Recombinant Method.” <i>Proceedings of the 20th International Conference on
    Wirtschaftsinformatik (WI25)</i>, 2025.
  short: 'P. Hansmeier, P. zur Heiden, D. Beverungen, in: Proceedings of the 20th
    International Conference on Wirtschaftsinformatik (WI25), 2025.'
date_created: 2025-09-19T09:13:04Z
date_updated: 2025-12-04T12:05:38Z
jel:
- L86
language:
- iso: eng
publication: Proceedings of the 20th International Conference on Wirtschaftsinformatik
  (WI25)
quality_controlled: '1'
status: public
title: Service Innovation through Data Ecosystems – Designing a Recombinant Method
type: conference
user_id: '55603'
year: '2025'
...
---
_id: '63523'
abstract:
- lang: eng
  text: 'Data spaces have become a strategic pillar of Europe''s digital agenda, enabling
    sovereign, legally compliant data sharing within decentralized ecosystems. As
    data space initiatives evolve, personalized recommendations are increasingly recognized
    as key use cases. However, traditional recommendation approaches typically rely
    on centralized aggregation of user behavior data-directly conflicting with the
    core ethos of data spaces: sovereignty, privacy, and trust. Federated recommendation
    systems offer a promising alternative by training models locally and exchanging
    only intermediate parameters to build a global model. Despite this potential,
    the integration of federated recommendation techniques and data space architectures
    remains largely underexplored in research and practice. This paper addresses this
    gap by designing and evaluating a prototype of a federated recommendation system
    specifically tailored for data spaces and compliant with their underlying infrastructure.
    Our findings highlight the viability of developing privacy-preserving, collaborative
    recommendation systems within data spaces, and contribute to the broader adoption
    of AI across these emerging ecosystems.'
author:
- first_name: Haya
  full_name: Halimeh, Haya
  id: '87673'
  last_name: Halimeh
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: 'Halimeh H, zur Heiden P. Preserving Sovereignty and Privacy for Personalization:
    Designing a Federated Recommendation System for Data Spaces. In: <i>2025 27th
    International Conference on Business Informatics (CBI)</i>. IEEE; 2025. doi:<a
    href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>'
  apa: 'Halimeh, H., &#38; zur Heiden, P. (2025). Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.
    <i>2025 27th International Conference on Business Informatics (CBI)</i>. <a href="https://doi.org/10.1109/cbi68102.2025.00019">https://doi.org/10.1109/cbi68102.2025.00019</a>'
  bibtex: '@inproceedings{Halimeh_zur Heiden_2025, title={Preserving Sovereignty and
    Privacy for Personalization: Designing a Federated Recommendation System for Data
    Spaces}, DOI={<a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>},
    booktitle={2025 27th International Conference on Business Informatics (CBI)},
    publisher={IEEE}, author={Halimeh, Haya and zur Heiden, Philipp}, year={2025}
    }'
  chicago: 'Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.”
    In <i>2025 27th International Conference on Business Informatics (CBI)</i>. IEEE,
    2025. <a href="https://doi.org/10.1109/cbi68102.2025.00019">https://doi.org/10.1109/cbi68102.2025.00019</a>.'
  ieee: 'H. Halimeh and P. zur Heiden, “Preserving Sovereignty and Privacy for Personalization:
    Designing a Federated Recommendation System for Data Spaces,” 2025, doi: <a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>.'
  mla: 'Halimeh, Haya, and Philipp zur Heiden. “Preserving Sovereignty and Privacy
    for Personalization: Designing a Federated Recommendation System for Data Spaces.”
    <i>2025 27th International Conference on Business Informatics (CBI)</i>, IEEE,
    2025, doi:<a href="https://doi.org/10.1109/cbi68102.2025.00019">10.1109/cbi68102.2025.00019</a>.'
  short: 'H. Halimeh, P. zur Heiden, in: 2025 27th International Conference on Business
    Informatics (CBI), IEEE, 2025.'
date_created: 2026-01-07T13:34:02Z
date_updated: 2026-01-07T13:49:45Z
department:
- _id: '195'
- _id: '196'
doi: 10.1109/cbi68102.2025.00019
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: 2025 27th International Conference on Business Informatics (CBI)
publication_status: published
publisher: IEEE
status: public
title: 'Preserving Sovereignty and Privacy for Personalization: Designing a Federated
  Recommendation System for Data Spaces'
type: conference
user_id: '87673'
year: '2025'
...
---
_id: '63026'
author:
- 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: Beate
  full_name: Flath, Beate
  id: '58896'
  last_name: Flath
  orcid: https://orcid.org/0000-0002-1648-0796
- 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: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
- first_name: Michelle
  full_name: Müller, Michelle
  id: '50286'
  last_name: Müller
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
- first_name: Simon
  full_name: Oberthür, Simon
  id: '383'
  last_name: Oberthür
- first_name: Christian
  full_name: Vorbohle, Christian
  id: '29951'
  last_name: Vorbohle
- first_name: Maryam
  full_name: Momen Pour Tafreshi, Maryam
  last_name: Momen Pour Tafreshi
- first_name: Sebastian
  full_name: Mauß, Sebastian
  last_name: Mauß
- first_name: Alina
  full_name: Mücke, Alina
  last_name: Mücke
- first_name: Jörg
  full_name: Müller, Jörg
  last_name: Müller
- first_name: Malte
  full_name: Peter, Malte
  last_name: Peter
- first_name: Ariane
  full_name: Schmitt-Chandon, Ariane
  last_name: Schmitt-Chandon
- first_name: Kerstin
  full_name: Sellerberg, Kerstin
  last_name: Sellerberg
- first_name: Moritz
  full_name: Steinhäuser, Moritz
  last_name: Steinhäuser
citation:
  ama: 'Althaus M, Beverungen D, Flath B, et al. <i>Positionspapier Use Case 1: Vernetzte
    Kulturplattformen</i>.; 2025.'
  apa: 'Althaus, M., Beverungen, D., Flath, B., Halimeh, H., Hansmeier, P., zur Heiden,
    P., Kundisch, D., Müller, M., Müller, O., Oberthür, S., Vorbohle, C., Momen Pour
    Tafreshi, M., Mauß, S., Mücke, A., Müller, J., Peter, M., Schmitt-Chandon, A.,
    Sellerberg, K., &#38; Steinhäuser, M. (2025). <i>Positionspapier Use Case 1: Vernetzte
    Kulturplattformen</i>.'
  bibtex: '@book{Althaus_Beverungen_Flath_Halimeh_Hansmeier_zur Heiden_Kundisch_Müller_Müller_Oberthür_et
    al._2025, place={Universität Paderborn, SICP}, title={Positionspapier Use Case
    1: Vernetzte Kulturplattformen}, author={Althaus, Maike and Beverungen, Daniel
    and Flath, Beate and Halimeh, Haya and Hansmeier, Philipp and zur Heiden, Philipp
    and Kundisch, Dennis and Müller, Michelle and Müller, Oliver and Oberthür, Simon
    and et al.}, year={2025} }'
  chicago: 'Althaus, Maike, Daniel Beverungen, Beate Flath, Haya Halimeh, Philipp
    Hansmeier, Philipp zur Heiden, Dennis Kundisch, et al. <i>Positionspapier Use
    Case 1: Vernetzte Kulturplattformen</i>. Universität Paderborn, SICP, 2025.'
  ieee: 'M. Althaus <i>et al.</i>, <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>.
    Universität Paderborn, SICP, 2025.'
  mla: 'Althaus, Maike, et al. <i>Positionspapier Use Case 1: Vernetzte Kulturplattformen</i>.
    2025.'
  short: 'M. Althaus, D. Beverungen, B. Flath, H. Halimeh, P. Hansmeier, P. zur Heiden,
    D. Kundisch, M. Müller, O. Müller, S. Oberthür, C. Vorbohle, M. Momen Pour Tafreshi,
    S. Mauß, A. Mücke, J. Müller, M. Peter, A. Schmitt-Chandon, K. Sellerberg, M.
    Steinhäuser, Positionspapier Use Case 1: Vernetzte Kulturplattformen, Universität
    Paderborn, SICP, 2025.'
date_created: 2025-12-10T15:50:35Z
date_updated: 2026-01-07T13:41:32Z
department:
- _id: '276'
- _id: '526'
- _id: '196'
- _id: '735'
language:
- iso: ger
place: Universität Paderborn, SICP
project:
- _id: '160'
  name: 'DatenraumKultur: Use Case 1 - Kulturplattformen - Datenraum Kultur'
publication_status: published
status: public
title: 'Positionspapier Use Case 1: Vernetzte Kulturplattformen'
type: working_paper
user_id: '87673'
year: '2025'
...
---
_id: '54446'
abstract:
- lang: eng
  text: '<jats:title>Zusammenfassung</jats:title><jats:p>Verteilnetzbetreiber in Deutschland
    stehen vor großen Herausforderungen bei dem Management ihres unternehmensspezifischen
    Wissens: Mitarbeiterengpässe durch den demographischen Wandel, Wissen ist nur
    implizit vorhanden und nicht in Wissensmanagementsystemen digitalisiert, teilweise
    gibt es gar keine Wissensmanagementsysteme oder Konzepte und das Verteilnetz wird
    immer komplexer. Verbunden mit zunehmender Belastung von zentralen Komponenten
    im Verteilnetz durch die Energiewende bedarf es neuer Lösungen, besonders für
    die wissensintensiven Wartungs- und Instandhaltungsprozesse. Generative Artificial
    Intelligence als aufstrebende Technologie, insb. durch Large Language Models,
    zeigt hier erste Erfolge für die Anleitung, Entscheidungsunterstützung und den
    Wissenstransfer. Aufbauend auf dem Design Science Research Forschungsparadigma
    wird in diesem Beitrag ein ganzheitlicher Ansatz des Wissensmanagements konzipiert,
    welcher als zentrale Komponente auf einem Assistenzsystem basiert. Ein Large Language
    Model generiert Hilfestellungen für Netzmonteure während der Wartung und Instandhaltung
    auf Basis von Anleitungen. Neben der Konzeption zeigt dieser Beitrag auch die
    erarbeitete Strategie zur Demonstration und zukünftigen Evaluation der Ergebnisse.
    Der Beitrag liefert ein für Verteilnetzbetreiber neuartiges Konzept Large Language
    Model basierter Assistenzsysteme zum Wissensmanagement und zeigt zudem nachgelagerte
    Schritte auf, die vor einer Markteinführung notwendig sind.</jats:p>'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Sascha Benjamin
  full_name: Kaltenpoth, Sascha Benjamin
  id: '50640'
  last_name: Kaltenpoth
citation:
  ama: zur Heiden P, Kaltenpoth SB. Knowledge Management for Service and Maintenance
    on the Distribution Grid—Conceptualizing an Assistance System based on a Large
    Language Model Wissensmanagement für Wartung und Instandhaltung im Verteilnetz –
    Konzeption eines Assistenzsystems basierend auf einem Large Language Model. <i>HMD
    Praxis der Wirtschaftsinformatik</i>. Published online 2024. doi:<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>
  apa: zur Heiden, P., &#38; Kaltenpoth, S. B. (2024). Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model. <i>HMD Praxis der Wirtschaftsinformatik</i>. <a href="https://doi.org/10.1365/s40702-024-01074-3">https://doi.org/10.1365/s40702-024-01074-3</a>
  bibtex: '@article{zur Heiden_Kaltenpoth_2024, title={Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model}, DOI={<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>},
    journal={HMD Praxis der Wirtschaftsinformatik}, publisher={Springer Fachmedien
    Wiesbaden GmbH}, author={zur Heiden, Philipp and Kaltenpoth, Sascha Benjamin},
    year={2024} }'
  chicago: Heiden, Philipp zur, and Sascha Benjamin Kaltenpoth. “Knowledge Management
    for Service and Maintenance on the Distribution Grid—Conceptualizing an Assistance
    System based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model.” <i>HMD Praxis der Wirtschaftsinformatik</i>, 2024. <a href="https://doi.org/10.1365/s40702-024-01074-3">https://doi.org/10.1365/s40702-024-01074-3</a>.
  ieee: 'P. zur Heiden and S. B. Kaltenpoth, “Knowledge Management for Service and
    Maintenance on the Distribution Grid—Conceptualizing an Assistance System based
    on a Large Language Model Wissensmanagement für Wartung und Instandhaltung im
    Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model,” <i>HMD Praxis der Wirtschaftsinformatik</i>, 2024, doi: <a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>.'
  mla: zur Heiden, Philipp, and Sascha Benjamin Kaltenpoth. “Knowledge Management
    for Service and Maintenance on the Distribution Grid—Conceptualizing an Assistance
    System based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model.” <i>HMD Praxis der Wirtschaftsinformatik</i>, Springer Fachmedien Wiesbaden
    GmbH, 2024, doi:<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>.
  short: P. zur Heiden, S.B. Kaltenpoth, HMD Praxis der Wirtschaftsinformatik (2024).
date_created: 2024-05-24T13:36:55Z
date_updated: 2024-08-16T11:05:12Z
doi: 10.1365/s40702-024-01074-3
language:
- iso: ger
publication: HMD Praxis der Wirtschaftsinformatik
publication_identifier:
  issn:
  - 1436-3011
  - 2198-2775
publication_status: published
publisher: Springer Fachmedien Wiesbaden GmbH
status: public
title: Knowledge Management for Service and Maintenance on the Distribution Grid—Conceptualizing
  an Assistance System based on a Large Language Model Wissensmanagement für Wartung
  und Instandhaltung im Verteilnetz – Konzeption eines Assistenzsystems basierend
  auf einem Large Language Model
type: journal_article
user_id: '64394'
year: '2024'
...
---
_id: '55500'
author:
- first_name: Ralf
  full_name: Gitzel, Ralf
  last_name: Gitzel
- first_name: Martin
  full_name: Hoffmann, Martin
  last_name: Hoffmann
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Alexander Marcus
  full_name: Skolik, Alexander Marcus
  id: '92908'
  last_name: Skolik
  orcid: 0009-0006-2519-1765
- first_name: Sascha Benjamin
  full_name: Kaltenpoth, Sascha Benjamin
  id: '50640'
  last_name: Kaltenpoth
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
- first_name: Cansu
  full_name: Kanak, Cansu
  last_name: Kanak
- first_name: Kajan
  full_name: Kandiah, Kajan
  last_name: Kandiah
- first_name: Max-Ferdinand
  full_name: Stroh, Max-Ferdinand
  last_name: Stroh
- first_name: Wolfgang
  full_name: Boos, Wolfgang
  last_name: Boos
- first_name: Maurizio
  full_name: Zajadatz, Maurizio
  last_name: Zajadatz
- first_name: Michael
  full_name: Suriyah, Michael
  last_name: Suriyah
- first_name: Thomas
  full_name: Leibfried, Thomas
  last_name: Leibfried
- first_name: Dhruv Suresh
  full_name: Singhal, Dhruv Suresh
  last_name: Singhal
- first_name: Moritz
  full_name: Bürger, Moritz
  last_name: Bürger
- first_name: Dennis
  full_name: Hunting, Dennis
  last_name: Hunting
- first_name: Alexander
  full_name: Rehmer, Alexander
  last_name: Rehmer
- first_name: Aydin
  full_name: Boyaci, Aydin
  last_name: Boyaci
citation:
  ama: Gitzel R, Hoffmann M, zur Heiden P, et al. Towards Cognitive Assistance and
    Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies,
    and Implementation Concepts. <i>IEEE Access</i>. Published online 2024:1-1. doi:<a
    href="https://doi.org/10.1109/access.2024.3437195">10.1109/access.2024.3437195</a>
  apa: Gitzel, R., Hoffmann, M., zur Heiden, P., Skolik, A. M., Kaltenpoth, S. B.,
    Müller, O., Kanak, C., Kandiah, K., Stroh, M.-F., Boos, W., Zajadatz, M., Suriyah,
    M., Leibfried, T., Singhal, D. S., Bürger, M., Hunting, D., Rehmer, A., &#38;
    Boyaci, A. (2024). Towards Cognitive Assistance and Prognosis Systems in Power
    Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts.
    <i>IEEE Access</i>, 1–1. <a href="https://doi.org/10.1109/access.2024.3437195">https://doi.org/10.1109/access.2024.3437195</a>
  bibtex: '@article{Gitzel_Hoffmann_zur Heiden_Skolik_Kaltenpoth_Müller_Kanak_Kandiah_Stroh_Boos_et
    al._2024, title={Towards Cognitive Assistance and Prognosis Systems in Power Distribution
    Grids – Open Issues, Suitable Technologies, and Implementation Concepts}, DOI={<a
    href="https://doi.org/10.1109/access.2024.3437195">10.1109/access.2024.3437195</a>},
    journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers
    (IEEE)}, author={Gitzel, Ralf and Hoffmann, Martin and zur Heiden, Philipp and
    Skolik, Alexander Marcus and Kaltenpoth, Sascha Benjamin and Müller, Oliver and
    Kanak, Cansu and Kandiah, Kajan and Stroh, Max-Ferdinand and Boos, Wolfgang and
    et al.}, year={2024}, pages={1–1} }'
  chicago: Gitzel, Ralf, Martin Hoffmann, Philipp zur Heiden, Alexander Marcus Skolik,
    Sascha Benjamin Kaltenpoth, Oliver Müller, Cansu Kanak, et al. “Towards Cognitive
    Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable
    Technologies, and Implementation Concepts.” <i>IEEE Access</i>, 2024, 1–1. <a
    href="https://doi.org/10.1109/access.2024.3437195">https://doi.org/10.1109/access.2024.3437195</a>.
  ieee: 'R. Gitzel <i>et al.</i>, “Towards Cognitive Assistance and Prognosis Systems
    in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation
    Concepts,” <i>IEEE Access</i>, pp. 1–1, 2024, doi: <a href="https://doi.org/10.1109/access.2024.3437195">10.1109/access.2024.3437195</a>.'
  mla: Gitzel, Ralf, et al. “Towards Cognitive Assistance and Prognosis Systems in
    Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation
    Concepts.” <i>IEEE Access</i>, Institute of Electrical and Electronics Engineers
    (IEEE), 2024, pp. 1–1, doi:<a href="https://doi.org/10.1109/access.2024.3437195">10.1109/access.2024.3437195</a>.
  short: R. Gitzel, M. Hoffmann, P. zur Heiden, A.M. Skolik, S.B. Kaltenpoth, O. Müller,
    C. Kanak, K. Kandiah, M.-F. Stroh, W. Boos, M. Zajadatz, M. Suriyah, T. Leibfried,
    D.S. Singhal, M. Bürger, D. Hunting, A. Rehmer, A. Boyaci, IEEE Access (2024)
    1–1.
date_created: 2024-08-05T05:54:36Z
date_updated: 2024-08-16T11:04:56Z
doi: 10.1109/access.2024.3437195
language:
- iso: eng
page: 1-1
project:
- _id: '650'
  call_identifier: 7. Energieforschungsprogramm, Förderbereich "Digitalisierung der
    Energiewende"
  grant_number: 03E16090E
  name: 'AProSys: AProSys -KI-gestützte Assistenz- und Prognosesysteme für den nachhaltigen
    Einsatz in der intelligenten Verteilnetztechnik'
publication: IEEE Access
publication_identifier:
  issn:
  - 2169-3536
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids
  – Open Issues, Suitable Technologies, and Implementation Concepts
type: journal_article
user_id: '64394'
year: '2024'
...
---
_id: '55622'
abstract:
- lang: eng
  text: <jats:title>Zusammenfassung</jats:title><jats:p>Die zunehmende Relevanz von
    Low- und No-Code-Anwendungen in Wissenschaft und Praxis ist darauf zurückzuführen,
    dass sie Unternehmen die Automatisierung von Prozessen und Aktivitäten trotz begrenzter
    IT-Kenntnisse ermöglichen. Dies ist von besonderer Bedeutung, da zahlreiche Unternehmen
    mit Herausforderungen wie dem Fachkräftemangel sowie einer alternden Belegschaft
    konfrontiert sind. Low- und No-Code-Anwendungen weisen ein beachtliches Potenzial
    auf, Automatisierungen erfolgreich trotz limitierter Ressourcen umzusetzen. Im
    Rahmen einer Fallstudie in einem Unternehmen der Energiebranche wurde untersucht,
    welche Herausforderungen die Implementierung von Low- und No-Code-Anwendungen
    mit sich bringt und wie diesen begegnet werden kann. Aus den Erkenntnissen wurden
    vier Erfolgsfaktoren abgeleitet, die für andere Unternehmen als Grundlage dienen
    können, um die Entwicklung von Low- und No-Code-Automatisierungen erfolgreich
    umzusetzen. (1) Ein Minimum Viable Product stärkt das Verständnis von LCNC-Plattformen.
    (2) Die Modularisierung von Entwicklungsaufgaben können zu einer ressourceneffizienteren
    Entwicklung führen. (3) Nebenprodukte der Entwicklung können fortlaufend Automatisierungsprojekte
    fördern. (4) Vorzeitige Releases in Livesystemen liefern wertvolle Verbesserungsvorschläge.</jats:p>
author:
- first_name: Alexander Marcus
  full_name: Skolik, Alexander Marcus
  id: '92908'
  last_name: Skolik
  orcid: 0009-0006-2519-1765
- first_name: Bernd
  full_name: Löhr, Bernd
  id: '56760'
  last_name: Löhr
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Christian
  full_name: Bartelheimer, Christian
  id: '49160'
  last_name: Bartelheimer
citation:
  ama: Skolik AM, Löhr B, zur Heiden P, Bartelheimer C. Nutzung von Low- und No-Code-Anwendungen
    zur Automatisierung von Geschäftsprozessen in regulierten Energiemärkten Utilisation
    of low- and no-code applications to automate business processes in regulated energy
    markets. <i>HMD Praxis der Wirtschaftsinformatik</i>. Published online 2024. doi:<a
    href="https://doi.org/10.1365/s40702-024-01101-3">10.1365/s40702-024-01101-3</a>
  apa: Skolik, A. M., Löhr, B., zur Heiden, P., &#38; Bartelheimer, C. (2024). Nutzung
    von Low- und No-Code-Anwendungen zur Automatisierung von Geschäftsprozessen in
    regulierten Energiemärkten Utilisation of low- and no-code applications to automate
    business processes in regulated energy markets. <i>HMD Praxis der Wirtschaftsinformatik</i>.
    <a href="https://doi.org/10.1365/s40702-024-01101-3">https://doi.org/10.1365/s40702-024-01101-3</a>
  bibtex: '@article{Skolik_Löhr_zur Heiden_Bartelheimer_2024, title={Nutzung von Low-
    und No-Code-Anwendungen zur Automatisierung von Geschäftsprozessen in regulierten
    Energiemärkten Utilisation of low- and no-code applications to automate business
    processes in regulated energy markets}, DOI={<a href="https://doi.org/10.1365/s40702-024-01101-3">10.1365/s40702-024-01101-3</a>},
    journal={HMD Praxis der Wirtschaftsinformatik}, publisher={Springer Fachmedien
    Wiesbaden GmbH}, author={Skolik, Alexander Marcus and Löhr, Bernd and zur Heiden,
    Philipp and Bartelheimer, Christian}, year={2024} }'
  chicago: Skolik, Alexander Marcus, Bernd Löhr, Philipp zur Heiden, and Christian
    Bartelheimer. “Nutzung von Low- und No-Code-Anwendungen zur Automatisierung von
    Geschäftsprozessen in regulierten Energiemärkten Utilisation of low- and no-code
    applications to automate business processes in regulated energy markets.” <i>HMD
    Praxis der Wirtschaftsinformatik</i>, 2024. <a href="https://doi.org/10.1365/s40702-024-01101-3">https://doi.org/10.1365/s40702-024-01101-3</a>.
  ieee: 'A. M. Skolik, B. Löhr, P. zur Heiden, and C. Bartelheimer, “Nutzung von Low-
    und No-Code-Anwendungen zur Automatisierung von Geschäftsprozessen in regulierten
    Energiemärkten Utilisation of low- and no-code applications to automate business
    processes in regulated energy markets,” <i>HMD Praxis der Wirtschaftsinformatik</i>,
    2024, doi: <a href="https://doi.org/10.1365/s40702-024-01101-3">10.1365/s40702-024-01101-3</a>.'
  mla: Skolik, Alexander Marcus, et al. “Nutzung von Low- und No-Code-Anwendungen
    zur Automatisierung von Geschäftsprozessen in regulierten Energiemärkten Utilisation
    of low- and no-code applications to automate business processes in regulated energy
    markets.” <i>HMD Praxis der Wirtschaftsinformatik</i>, Springer Fachmedien Wiesbaden
    GmbH, 2024, doi:<a href="https://doi.org/10.1365/s40702-024-01101-3">10.1365/s40702-024-01101-3</a>.
  short: A.M. Skolik, B. Löhr, P. zur Heiden, C. Bartelheimer, HMD Praxis der Wirtschaftsinformatik
    (2024).
date_created: 2024-08-16T11:05:14Z
date_updated: 2024-08-16T11:06:18Z
doi: 10.1365/s40702-024-01101-3
language:
- iso: ger
publication: HMD Praxis der Wirtschaftsinformatik
publication_identifier:
  issn:
  - 1436-3011
  - 2198-2775
publication_status: published
publisher: Springer Fachmedien Wiesbaden GmbH
status: public
title: Nutzung von Low- und No-Code-Anwendungen zur Automatisierung von Geschäftsprozessen
  in regulierten Energiemärkten Utilisation of low- and no-code applications to automate
  business processes in regulated energy markets
type: journal_article
user_id: '92908'
year: '2024'
...
---
_id: '50649'
abstract:
- lang: eng
  text: The energy turnaround and the shift towards sustainable mobility threaten
    the stability of European energy distribution grids due to substantially increasing
    load fluctuations and power demand. These challenges can critically impact assets
    in the distribution grid—e.g., switchgears—intensifying the need to plan, conduct,
    and manage the maintenance of such assets. Predictive maintenance strategies that
    analyze assets' current and historical condition data have been discussed as promising
    approaches toward that end. However, the extant research focuses on designing
    and improving analytical algorithms or information technology (IT) artifacts while
    not considering how a maintenance service is cocreated by companies with IT. This
    research article posits that IT and service must be aligned closely, presenting
    an ensemble artifact comprising a digital industrial platform and a smart service
    system for predictive maintenance on the distribution grid. The artifact is evaluated
    by conducting a willingness-to-pay analysis with asset operators, documenting
    their demand for condition monitoring and predictive maintenance as an integrated
    solution, although they still struggle with even getting the condition data of
    their assets. Building on these results, we formalize the knowledge in the form
    of design principles and implications for managing the maintenance of critical
    assets in the distribution grid.
article_type: original
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Jennifer
  full_name: Priefer, Jennifer
  id: '82872'
  last_name: Priefer
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: zur Heiden P, Priefer J, Beverungen D. Predictive Maintenance on the Energy
    Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the
    Context of a Smart Service System. <i>IEEE Transactions on Engineering Management</i>.
    2024;71:3641-3655. doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>
  apa: zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2024). Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System. <i>IEEE Transactions on Engineering
    Management</i>, <i>71</i>, 3641–3655. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>
  bibtex: '@article{zur Heiden_Priefer_Beverungen_2024, title={Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System}, volume={71}, DOI={<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>},
    journal={IEEE Transactions on Engineering Management}, publisher={Institute of
    Electrical and Electronics Engineers (IEEE)}, author={zur Heiden, Philipp and
    Priefer, Jennifer and Beverungen, Daniel}, year={2024}, pages={3641–3655} }'
  chicago: 'Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Predictive
    Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital
    Industrial Platform in the Context of a Smart Service System.” <i>IEEE Transactions
    on Engineering Management</i> 71 (2024): 3641–55. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>.'
  ieee: 'P. zur Heiden, J. Priefer, and D. Beverungen, “Predictive Maintenance on
    the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform
    in the Context of a Smart Service System,” <i>IEEE Transactions on Engineering
    Management</i>, vol. 71, pp. 3641–3655, 2024, doi: <a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.'
  mla: zur Heiden, Philipp, et al. “Predictive Maintenance on the Energy Distribution
    Grid—Design and Evaluation of a Digital Industrial Platform in the Context of
    a Smart Service System.” <i>IEEE Transactions on Engineering Management</i>, vol.
    71, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3641–55,
    doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.
  short: P. zur Heiden, J. Priefer, D. Beverungen, IEEE Transactions on Engineering
    Management 71 (2024) 3641–3655.
date_created: 2024-01-19T11:47:56Z
date_updated: 2024-11-11T09:50:34Z
ddc:
- '620'
doi: 10.1109/tem.2024.3352819
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2024-04-18T12:26:27Z
  date_updated: 2024-04-18T12:26:27Z
  file_id: '53570'
  file_name: Predictive_Maintenance_on_the_Energy_Distribution_GridDesign_and_Evaluation_of_a_Digital_Industrial_Platform_in_the_Context_of_a_Smart_Service_System.pdf
  file_size: 4070804
  relation: main_file
  success: 1
file_date_updated: 2024-04-18T12:26:27Z
has_accepted_license: '1'
intvolume: '        71'
keyword:
- Design science research
- digital platform
- distribution grid
- IS design
- predictive maintenance
- smart services
language:
- iso: eng
page: 3641-3655
project:
- _id: '651'
  grant_number: 03E16012F
  name: 'FLEMING: FLEMING - Flexible Monitoring- und Regelsysteme für die Energie-
    und Mobilitätswende im Verteilnetz durch Einsatz von Künstlicher Intelligenz'
publication: IEEE Transactions on Engineering Management
publication_identifier:
  issn:
  - 0018-9391
  - 1558-0040
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation
  of a Digital Industrial Platform in the Context of a Smart Service System
type: journal_article
user_id: '82872'
volume: 71
year: '2024'
...
---
_id: '54447'
abstract:
- lang: eng
  text: '<jats:title>Zusammenfassung</jats:title><jats:p>Verteilnetzbetreiber in Deutschland
    stehen vor großen Herausforderungen bei dem Management ihres unternehmensspezifischen
    Wissens: Mitarbeiterengpässe durch den demographischen Wandel, Wissen ist nur
    implizit vorhanden und nicht in Wissensmanagementsystemen digitalisiert, teilweise
    gibt es gar keine Wissensmanagementsysteme oder Konzepte und das Verteilnetz wird
    immer komplexer. Verbunden mit zunehmender Belastung von zentralen Komponenten
    im Verteilnetz durch die Energiewende bedarf es neuer Lösungen, besonders für
    die wissensintensiven Wartungs- und Instandhaltungsprozesse. Generative Artificial
    Intelligence als aufstrebende Technologie, insb. durch Large Language Models,
    zeigt hier erste Erfolge für die Anleitung, Entscheidungsunterstützung und den
    Wissenstransfer. Aufbauend auf dem Design Science Research Forschungsparadigma
    wird in diesem Beitrag ein ganzheitlicher Ansatz des Wissensmanagements konzipiert,
    welcher als zentrale Komponente auf einem Assistenzsystem basiert. Ein Large Language
    Model generiert Hilfestellungen für Netzmonteure während der Wartung und Instandhaltung
    auf Basis von Anleitungen. Neben der Konzeption zeigt dieser Beitrag auch die
    erarbeitete Strategie zur Demonstration und zukünftigen Evaluation der Ergebnisse.
    Der Beitrag liefert ein für Verteilnetzbetreiber neuartiges Konzept Large Language
    Model basierter Assistenzsysteme zum Wissensmanagement und zeigt zudem nachgelagerte
    Schritte auf, die vor einer Markteinführung notwendig sind.</jats:p>'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Sascha
  full_name: Kaltenpoth, Sascha
  last_name: Kaltenpoth
citation:
  ama: zur Heiden P, Kaltenpoth S. Knowledge Management for Service and Maintenance
    on the Distribution Grid—Conceptualizing an Assistance System based on a Large
    Language Model Wissensmanagement für Wartung und Instandhaltung im Verteilnetz –
    Konzeption eines Assistenzsystems basierend auf einem Large Language Model. <i>HMD
    Praxis der Wirtschaftsinformatik</i>. Published online 2024. doi:<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>
  apa: zur Heiden, P., &#38; Kaltenpoth, S. (2024). Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model. <i>HMD Praxis der Wirtschaftsinformatik</i>. <a href="https://doi.org/10.1365/s40702-024-01074-3">https://doi.org/10.1365/s40702-024-01074-3</a>
  bibtex: '@article{zur Heiden_Kaltenpoth_2024, title={Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model}, DOI={<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>},
    journal={HMD Praxis der Wirtschaftsinformatik}, publisher={Springer Fachmedien
    Wiesbaden GmbH}, author={zur Heiden, Philipp and Kaltenpoth, Sascha}, year={2024}
    }'
  chicago: Heiden, Philipp zur, and Sascha Kaltenpoth. “Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model.” <i>HMD Praxis der Wirtschaftsinformatik</i>, 2024. <a href="https://doi.org/10.1365/s40702-024-01074-3">https://doi.org/10.1365/s40702-024-01074-3</a>.
  ieee: 'P. zur Heiden and S. Kaltenpoth, “Knowledge Management for Service and Maintenance
    on the Distribution Grid—Conceptualizing an Assistance System based on a Large
    Language Model Wissensmanagement für Wartung und Instandhaltung im Verteilnetz –
    Konzeption eines Assistenzsystems basierend auf einem Large Language Model,” <i>HMD
    Praxis der Wirtschaftsinformatik</i>, 2024, doi: <a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>.'
  mla: zur Heiden, Philipp, and Sascha Kaltenpoth. “Knowledge Management for Service
    and Maintenance on the Distribution Grid—Conceptualizing an Assistance System
    based on a Large Language Model Wissensmanagement für Wartung und Instandhaltung
    im Verteilnetz – Konzeption eines Assistenzsystems basierend auf einem Large Language
    Model.” <i>HMD Praxis der Wirtschaftsinformatik</i>, Springer Fachmedien Wiesbaden
    GmbH, 2024, doi:<a href="https://doi.org/10.1365/s40702-024-01074-3">10.1365/s40702-024-01074-3</a>.
  short: P. zur Heiden, S. Kaltenpoth, HMD Praxis der Wirtschaftsinformatik (2024).
date_created: 2024-05-24T13:38:54Z
date_updated: 2024-11-11T09:50:53Z
doi: 10.1365/s40702-024-01074-3
language:
- iso: ger
publication: HMD Praxis der Wirtschaftsinformatik
publication_identifier:
  issn:
  - 1436-3011
  - 2198-2775
publication_status: published
publisher: Springer Fachmedien Wiesbaden GmbH
status: public
title: Knowledge Management for Service and Maintenance on the Distribution Grid—Conceptualizing
  an Assistance System based on a Large Language Model Wissensmanagement für Wartung
  und Instandhaltung im Verteilnetz – Konzeption eines Assistenzsystems basierend
  auf einem Large Language Model
type: journal_article
user_id: '64394'
year: '2024'
...
---
_id: '55941'
article_type: original
author:
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: Beverungen D, zur Heiden P. „Digital Responsibility muss verankert, verinnerlicht
    und umgesetzt werden – vor allem in Bezug auf Daten“. <i>Wirtschaftsinformatik
    &#38; Management</i>. Published online 2024. doi:<a href="https://doi.org/10.1365/s35764-024-00529-y">10.1365/s35764-024-00529-y</a>
  apa: Beverungen, D., &#38; zur Heiden, P. (2024). „Digital Responsibility muss verankert,
    verinnerlicht und umgesetzt werden – vor allem in Bezug auf Daten“. <i>Wirtschaftsinformatik
    &#38; Management</i>. <a href="https://doi.org/10.1365/s35764-024-00529-y">https://doi.org/10.1365/s35764-024-00529-y</a>
  bibtex: '@article{Beverungen_zur Heiden_2024, title={„Digital Responsibility muss
    verankert, verinnerlicht und umgesetzt werden – vor allem in Bezug auf Daten“},
    DOI={<a href="https://doi.org/10.1365/s35764-024-00529-y">10.1365/s35764-024-00529-y</a>},
    journal={Wirtschaftsinformatik &#38; Management}, publisher={Springer Fachmedien
    Wiesbaden GmbH}, author={Beverungen, Daniel and zur Heiden, Philipp}, year={2024}
    }'
  chicago: Beverungen, Daniel, and Philipp zur Heiden. “„Digital Responsibility muss
    verankert, verinnerlicht und umgesetzt werden – vor allem in Bezug auf Daten“.”
    <i>Wirtschaftsinformatik &#38; Management</i>, 2024. <a href="https://doi.org/10.1365/s35764-024-00529-y">https://doi.org/10.1365/s35764-024-00529-y</a>.
  ieee: 'D. Beverungen and P. zur Heiden, “„Digital Responsibility muss verankert,
    verinnerlicht und umgesetzt werden – vor allem in Bezug auf Daten“,” <i>Wirtschaftsinformatik
    &#38; Management</i>, 2024, doi: <a href="https://doi.org/10.1365/s35764-024-00529-y">10.1365/s35764-024-00529-y</a>.'
  mla: Beverungen, Daniel, and Philipp zur Heiden. “„Digital Responsibility muss verankert,
    verinnerlicht und umgesetzt werden – vor allem in Bezug auf Daten“.” <i>Wirtschaftsinformatik
    &#38; Management</i>, Springer Fachmedien Wiesbaden GmbH, 2024, doi:<a href="https://doi.org/10.1365/s35764-024-00529-y">10.1365/s35764-024-00529-y</a>.
  short: D. Beverungen, P. zur Heiden, Wirtschaftsinformatik &#38; Management (2024).
date_created: 2024-08-30T14:14:27Z
date_updated: 2024-11-11T09:50:44Z
department:
- _id: '195'
doi: 10.1365/s35764-024-00529-y
language:
- iso: ger
publication: Wirtschaftsinformatik & Management
publication_identifier:
  issn:
  - 1867-5905
  - 1867-5913
publication_status: published
publisher: Springer Fachmedien Wiesbaden GmbH
status: public
title: „Digital Responsibility muss verankert, verinnerlicht und umgesetzt werden –
  vor allem in Bezug auf Daten“
type: journal_article
user_id: '59677'
year: '2024'
...
---
_id: '56962'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Christian
  full_name: Gussew, Christian
  last_name: Gussew
citation:
  ama: 'zur Heiden P, Gussew C. Knowledge Repositories in the Age of AI: Deriving
    Design Principles from Practice. In: <i>19th International Conference on Business
    Informatics (WI24)</i>. ; 2024.'
  apa: 'zur Heiden, P., &#38; Gussew, C. (2024). Knowledge Repositories in the Age
    of AI: Deriving Design Principles from Practice. <i>19th International Conference
    on Business Informatics (WI24)</i>. 19th International Conference on Business
    Informatics (WI24), Würzburg.'
  bibtex: '@inproceedings{zur Heiden_Gussew_2024, title={Knowledge Repositories in
    the Age of AI: Deriving Design Principles from Practice}, booktitle={19th International
    Conference on Business Informatics (WI24)}, author={zur Heiden, Philipp and Gussew,
    Christian}, year={2024} }'
  chicago: 'Heiden, Philipp zur, and Christian Gussew. “Knowledge Repositories in
    the Age of AI: Deriving Design Principles from Practice.” In <i>19th International
    Conference on Business Informatics (WI24)</i>, 2024.'
  ieee: 'P. zur Heiden and C. Gussew, “Knowledge Repositories in the Age of AI: Deriving
    Design Principles from Practice,” presented at the 19th International Conference
    on Business Informatics (WI24), Würzburg, 2024.'
  mla: 'zur Heiden, Philipp, and Christian Gussew. “Knowledge Repositories in the
    Age of AI: Deriving Design Principles from Practice.” <i>19th International Conference
    on Business Informatics (WI24)</i>, 2024.'
  short: 'P. zur Heiden, C. Gussew, in: 19th International Conference on Business
    Informatics (WI24), 2024.'
conference:
  location: Würzburg
  name: 19th International Conference on Business Informatics (WI24)
date_created: 2024-11-11T09:53:21Z
date_updated: 2024-11-11T09:53:26Z
department:
- _id: '195'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://aisel.aisnet.org/wi2024/78/
oa: '1'
project:
- _id: '650'
  call_identifier: 7. Energieforschungsprogramm, Förderbereich "Digitalisierung der
    Energiewende"
  grant_number: 03E16090E
  name: 'AProSys: AProSys -KI-gestützte Assistenz- und Prognosesysteme für den nachhaltigen
    Einsatz in der intelligenten Verteilnetztechnik'
publication: 19th International Conference on Business Informatics (WI24)
status: public
title: 'Knowledge Repositories in the Age of AI: Deriving Design Principles from Practice'
type: conference
user_id: '64394'
year: '2024'
...
---
_id: '54454'
author:
- first_name: Philipp
  full_name: Hansmeier, Philipp
  id: '55603'
  last_name: Hansmeier
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'Hansmeier P, zur Heiden P, Beverungen D. MODELING CUSTOMER JOURNEYS IN DIGITAL
    DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING LANGUAGE . In: <i>Proceedings of the
    Thirty-Second European Conference on Information Systems (ECIS 2024)</i>. ; 2024.'
  apa: 'Hansmeier, P., zur Heiden, P., &#38; Beverungen, D. (2024). MODELING CUSTOMER
    JOURNEYS IN DIGITAL DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING LANGUAGE . <i>Proceedings
    of the Thirty-Second European Conference on Information Systems (ECIS 2024)</i>.'
  bibtex: '@inproceedings{Hansmeier_zur Heiden_Beverungen_2024, title={MODELING CUSTOMER
    JOURNEYS IN DIGITAL DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING LANGUAGE }, booktitle={Proceedings
    of the Thirty-Second European Conference on Information Systems (ECIS 2024)},
    author={Hansmeier, Philipp and zur Heiden, Philipp and Beverungen, Daniel}, year={2024}
    }'
  chicago: 'Hansmeier, Philipp, Philipp zur Heiden, and Daniel Beverungen. “MODELING
    CUSTOMER JOURNEYS IN DIGITAL DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING LANGUAGE
    .” In <i>Proceedings of the Thirty-Second European Conference on Information Systems
    (ECIS 2024)</i>, 2024.'
  ieee: 'P. Hansmeier, P. zur Heiden, and D. Beverungen, “MODELING CUSTOMER JOURNEYS
    IN DIGITAL DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING LANGUAGE ,” Paphos, 2024.'
  mla: 'Hansmeier, Philipp, et al. “MODELING CUSTOMER JOURNEYS IN DIGITAL DATA ECOSYSTEMS:
    A DOMAIN-SPECIFIC MODELING LANGUAGE .” <i>Proceedings of the Thirty-Second European
    Conference on Information Systems (ECIS 2024)</i>, 2024.'
  short: 'P. Hansmeier, P. zur Heiden, D. Beverungen, in: Proceedings of the Thirty-Second
    European Conference on Information Systems (ECIS 2024), 2024.'
conference:
  location: Paphos
date_created: 2024-05-27T07:49:44Z
date_updated: 2025-12-04T12:08:26Z
jel:
- L86
language:
- iso: eng
publication: Proceedings of the Thirty-Second European Conference on Information Systems
  (ECIS 2024)
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://aisel.aisnet.org/ecis2024/track10_dmds_ecosystems/track10_dmds_ecosystems/8/
status: public
title: 'MODELING CUSTOMER JOURNEYS IN DIGITAL DATA ECOSYSTEMS: A DOMAIN-SPECIFIC MODELING
  LANGUAGE '
type: conference
user_id: '55603'
year: '2024'
...
---
_id: '54453'
author:
- first_name: Philipp
  full_name: Hansmeier, Philipp
  id: '55603'
  last_name: Hansmeier
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: 'Hansmeier P, zur Heiden P. CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE) EXPERIENCE
    FRAMEWORK FOR CULTURAL EVENTS . In: <i>Proceedings of the Thirty-Second European
    Conference on Information Systems (ECIS 2024)</i>. ; 2024.'
  apa: Hansmeier, P., &#38; zur Heiden, P. (2024). CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE)
    EXPERIENCE FRAMEWORK FOR CULTURAL EVENTS . <i>Proceedings of the Thirty-Second
    European Conference on Information Systems (ECIS 2024)</i>.
  bibtex: '@inproceedings{Hansmeier_zur Heiden_2024, title={CONCEPTUALIZING A HYBRID
    (ONLINE-OFFLINE) EXPERIENCE FRAMEWORK FOR CULTURAL EVENTS }, booktitle={Proceedings
    of the Thirty-Second European Conference on Information Systems (ECIS 2024)},
    author={Hansmeier, Philipp and zur Heiden, Philipp}, year={2024} }'
  chicago: Hansmeier, Philipp, and Philipp zur Heiden. “CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE)
    EXPERIENCE FRAMEWORK FOR CULTURAL EVENTS .” In <i>Proceedings of the Thirty-Second
    European Conference on Information Systems (ECIS 2024)</i>, 2024.
  ieee: P. Hansmeier and P. zur Heiden, “CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE)
    EXPERIENCE FRAMEWORK FOR CULTURAL EVENTS ,” Paphos, 2024.
  mla: Hansmeier, Philipp, and Philipp zur Heiden. “CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE)
    EXPERIENCE FRAMEWORK FOR CULTURAL EVENTS .” <i>Proceedings of the Thirty-Second
    European Conference on Information Systems (ECIS 2024)</i>, 2024.
  short: 'P. Hansmeier, P. zur Heiden, in: Proceedings of the Thirty-Second European
    Conference on Information Systems (ECIS 2024), 2024.'
conference:
  location: Paphos
date_created: 2024-05-27T07:35:51Z
date_updated: 2025-12-04T12:07:47Z
jel:
- L86
language:
- iso: eng
publication: Proceedings of the Thirty-Second European Conference on Information Systems
  (ECIS 2024)
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://aisel.aisnet.org/ecis2024/track11_dss/track11_dss/4/
status: public
title: 'CONCEPTUALIZING A HYBRID (ONLINE-OFFLINE) EXPERIENCE FRAMEWORK FOR CULTURAL
  EVENTS '
type: conference
user_id: '55603'
year: '2024'
...
---
_id: '46478'
abstract:
- lang: eng
  text: High streets across Europe continue to lose consumers to online retail, leading
    to business closures and the decline of city centres, impairing cities’ overall
    liveability. To counter this vicious cycle, our study presents smartmarket2, the
    first instantiation of a digital actor engagement platform designed specifically
    for high streets. smartmarket2 enables hybrid online-offline customer journeys
    by connecting consumers to stores and other high street service providers. In
    an action design research (ADR) project, we design, implement and evaluate smartmarket2,
    involving 150 high street operators and 2,300 citizens in three cycles of building,
    intervention and evaluation. We derive four design principles that contribute
    prescriptive knowledge on the design of digital actor engagement platforms. Our
    results reveal that such a platform is able to increase engagement, but that it
    is subject to actors’ engagement dispositions.
article_type: original
author:
- first_name: Christian
  full_name: Bartelheimer, Christian
  id: '49160'
  last_name: Bartelheimer
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Carsten Ingo
  full_name: Berendes, Carsten Ingo
  id: '53344'
  last_name: Berendes
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'Bartelheimer C, zur Heiden P, Berendes CI, Beverungen D. Designing digital
    actor engagement platforms for local high streets: an action design research study.
    <i>European Journal of Information Systems</i>. Published online 2023:1-34. doi:<a
    href="https://doi.org/10.1080/0960085x.2023.2242847">10.1080/0960085x.2023.2242847</a>'
  apa: 'Bartelheimer, C., zur Heiden, P., Berendes, C. I., &#38; Beverungen, D. (2023).
    Designing digital actor engagement platforms for local high streets: an action
    design research study. <i>European Journal of Information Systems</i>, 1–34. <a
    href="https://doi.org/10.1080/0960085x.2023.2242847">https://doi.org/10.1080/0960085x.2023.2242847</a>'
  bibtex: '@article{Bartelheimer_zur Heiden_Berendes_Beverungen_2023, title={Designing
    digital actor engagement platforms for local high streets: an action design research
    study}, DOI={<a href="https://doi.org/10.1080/0960085x.2023.2242847">10.1080/0960085x.2023.2242847</a>},
    journal={European Journal of Information Systems}, publisher={Taylor &#38; Francis},
    author={Bartelheimer, Christian and zur Heiden, Philipp and Berendes, Carsten
    Ingo and Beverungen, Daniel}, year={2023}, pages={1–34} }'
  chicago: 'Bartelheimer, Christian, Philipp zur Heiden, Carsten Ingo Berendes, and
    Daniel Beverungen. “Designing Digital Actor Engagement Platforms for Local High
    Streets: An Action Design Research Study.” <i>European Journal of Information
    Systems</i>, 2023, 1–34. <a href="https://doi.org/10.1080/0960085x.2023.2242847">https://doi.org/10.1080/0960085x.2023.2242847</a>.'
  ieee: 'C. Bartelheimer, P. zur Heiden, C. I. Berendes, and D. Beverungen, “Designing
    digital actor engagement platforms for local high streets: an action design research
    study,” <i>European Journal of Information Systems</i>, pp. 1–34, 2023, doi: <a
    href="https://doi.org/10.1080/0960085x.2023.2242847">10.1080/0960085x.2023.2242847</a>.'
  mla: 'Bartelheimer, Christian, et al. “Designing Digital Actor Engagement Platforms
    for Local High Streets: An Action Design Research Study.” <i>European Journal
    of Information Systems</i>, Taylor &#38; Francis, 2023, pp. 1–34, doi:<a href="https://doi.org/10.1080/0960085x.2023.2242847">10.1080/0960085x.2023.2242847</a>.'
  short: C. Bartelheimer, P. zur Heiden, C.I. Berendes, D. Beverungen, European Journal
    of Information Systems (2023) 1–34.
date_created: 2023-08-11T06:49:48Z
date_updated: 2024-04-18T12:32:21Z
ddc:
- '380'
department:
- _id: '195'
doi: 10.1080/0960085x.2023.2242847
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2024-04-18T12:31:20Z
  date_updated: 2024-04-18T12:31:20Z
  file_id: '53571'
  file_name: Designing digital actor engagement platforms for local high streets  an
    action design research study.pdf
  file_size: 9231007
  relation: main_file
  success: 1
file_date_updated: 2024-04-18T12:31:20Z
has_accepted_license: '1'
keyword:
- Digital platform
- action design research
- design principles
- actor engagement
- engagement platform
- location-based advertising
language:
- iso: eng
page: 1-34
project:
- _id: '35'
  grant_number: 02K15A073
  name: 'SmartMarketSquare: Interaktive Einkaufserlebnisse in Innenstädten durch digitale
    Dienstleistungen'
publication: European Journal of Information Systems
publication_identifier:
  issn:
  - 0960-085X
  - 1476-9344
publication_status: published
publisher: Taylor & Francis
quality_controlled: '1'
status: public
title: 'Designing digital actor engagement platforms for local high streets: an action
  design research study'
type: journal_article
user_id: '59677'
year: '2023'
...
---
_id: '35893'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Jennifer
  full_name: Priefer, Jennifer
  id: '82872'
  last_name: Priefer
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'zur Heiden P, Priefer J, Beverungen D. Location-Based Service and Location-Contextualizing
    Service: Conceptualizing the Co-creation of Value with Location Information. In:
    <i>Proceedings of the 56th Conference on System Sciences</i>. ; 2023.'
  apa: 'zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2023). Location-Based Service
    and Location-Contextualizing Service: Conceptualizing the Co-creation of Value
    with Location Information. <i>Proceedings of the 56th Conference on System Sciences</i>.'
  bibtex: '@inproceedings{zur Heiden_Priefer_Beverungen_2023, place={Maui, Hawaii},
    title={Location-Based Service and Location-Contextualizing Service: Conceptualizing
    the Co-creation of Value with Location Information}, booktitle={Proceedings of
    the 56th Conference on System Sciences}, author={zur Heiden, Philipp and Priefer,
    Jennifer and Beverungen, Daniel}, year={2023} }'
  chicago: 'Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Location-Based
    Service and Location-Contextualizing Service: Conceptualizing the Co-Creation
    of Value with Location Information.” In <i>Proceedings of the 56th Conference
    on System Sciences</i>. Maui, Hawaii, 2023.'
  ieee: 'P. zur Heiden, J. Priefer, and D. Beverungen, “Location-Based Service and
    Location-Contextualizing Service: Conceptualizing the Co-creation of Value with
    Location Information,” 2023.'
  mla: 'zur Heiden, Philipp, et al. “Location-Based Service and Location-Contextualizing
    Service: Conceptualizing the Co-Creation of Value with Location Information.”
    <i>Proceedings of the 56th Conference on System Sciences</i>, 2023.'
  short: 'P. zur Heiden, J. Priefer, D. Beverungen, in: Proceedings of the 56th Conference
    on System Sciences, Maui, Hawaii, 2023.'
date_created: 2023-01-10T15:38:51Z
date_updated: 2023-01-17T09:43:12Z
department:
- _id: '195'
language:
- iso: eng
place: Maui, Hawaii
publication: Proceedings of the 56th Conference on System Sciences
status: public
title: 'Location-Based Service and Location-Contextualizing Service: Conceptualizing
  the Co-creation of Value with Location Information'
type: conference
user_id: '64394'
year: '2023'
...
---
_id: '42681'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
citation:
  ama: 'zur Heiden P. Projekt FLEMING – Predictive Maintenance von zentralen Komponenten
    des Mittelspannungsnetzes. In: Schulz M, Neuhaus U, Kühnel S, Rohde H, Hoseini
    S, Theuerkauf R, eds. <i>DASC-PM v1.1 Fallstudien</i>. NORDAKADEMIE gAG Hochschule
    der Wirtschaft; 2023:29-38.'
  apa: zur Heiden, P. (2023). Projekt FLEMING – Predictive Maintenance von zentralen
    Komponenten des Mittelspannungsnetzes. In M. Schulz, U. Neuhaus, S. Kühnel, H.
    Rohde, S. Hoseini, &#38; R. Theuerkauf (Eds.), <i>DASC-PM v1.1 Fallstudien</i>
    (pp. 29–38). NORDAKADEMIE gAG Hochschule der Wirtschaft.
  bibtex: '@inbook{zur Heiden_2023, title={Projekt FLEMING – Predictive Maintenance
    von zentralen Komponenten des Mittelspannungsnetzes}, booktitle={DASC-PM v1.1
    Fallstudien}, publisher={NORDAKADEMIE gAG Hochschule der Wirtschaft}, author={zur
    Heiden, Philipp}, editor={Schulz, Michael and Neuhaus, Uwe and Kühnel, Stephan
    and Rohde, Heiko and Hoseini, Sayed and Theuerkauf, René}, year={2023}, pages={29–38}
    }'
  chicago: Heiden, Philipp zur. “Projekt FLEMING – Predictive Maintenance von Zentralen
    Komponenten Des Mittelspannungsnetzes.” In <i>DASC-PM v1.1 Fallstudien</i>, edited
    by Michael Schulz, Uwe Neuhaus, Stephan Kühnel, Heiko Rohde, Sayed Hoseini, and
    René Theuerkauf, 29–38. NORDAKADEMIE gAG Hochschule der Wirtschaft, 2023.
  ieee: P. zur Heiden, “Projekt FLEMING – Predictive Maintenance von zentralen Komponenten
    des Mittelspannungsnetzes,” in <i>DASC-PM v1.1 Fallstudien</i>, M. Schulz, U.
    Neuhaus, S. Kühnel, H. Rohde, S. Hoseini, and R. Theuerkauf, Eds. NORDAKADEMIE
    gAG Hochschule der Wirtschaft, 2023, pp. 29–38.
  mla: zur Heiden, Philipp. “Projekt FLEMING – Predictive Maintenance von Zentralen
    Komponenten Des Mittelspannungsnetzes.” <i>DASC-PM v1.1 Fallstudien</i>, edited
    by Michael Schulz et al., NORDAKADEMIE gAG Hochschule der Wirtschaft, 2023, pp.
    29–38.
  short: 'P. zur Heiden, in: M. Schulz, U. Neuhaus, S. Kühnel, H. Rohde, S. Hoseini,
    R. Theuerkauf (Eds.), DASC-PM v1.1 Fallstudien, NORDAKADEMIE gAG Hochschule der
    Wirtschaft, 2023, pp. 29–38.'
date_created: 2023-03-03T07:54:25Z
date_updated: 2023-03-03T07:54:30Z
editor:
- first_name: Michael
  full_name: Schulz, Michael
  last_name: Schulz
- first_name: Uwe
  full_name: Neuhaus, Uwe
  last_name: Neuhaus
- first_name: Stephan
  full_name: Kühnel, Stephan
  last_name: Kühnel
- first_name: Heiko
  full_name: Rohde, Heiko
  last_name: Rohde
- first_name: Sayed
  full_name: Hoseini, Sayed
  last_name: Hoseini
- first_name: René
  full_name: Theuerkauf, René
  last_name: Theuerkauf
language:
- iso: eng
page: 29-38
publication: DASC-PM v1.1 Fallstudien
publisher: NORDAKADEMIE gAG Hochschule der Wirtschaft
status: public
title: Projekt FLEMING – Predictive Maintenance von zentralen Komponenten des Mittelspannungsnetzes
type: book_chapter
user_id: '64394'
year: '2023'
...
---
_id: '47107'
author:
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Christiane
  full_name: Lehrer, Christiane
  last_name: Lehrer
- first_name: Matthias
  full_name: Trier, Matthias
  id: '72744'
  last_name: Trier
- first_name: Christian
  full_name: Bartelheimer, Christian
  id: '49160'
  last_name: Bartelheimer
- first_name: Tobias
  full_name: Bradt, Tobias
  last_name: Bradt
- first_name: Bettina
  full_name: Distel, Bettina
  last_name: Distel
- first_name: Paul
  full_name: Drews, Paul
  last_name: Drews
- first_name: Jan Fabian
  full_name: Ehmke, Jan Fabian
  last_name: Ehmke
- first_name: Hans-Georg
  full_name: Fill, Hans-Georg
  last_name: Fill
- first_name: Christoph M.
  full_name: Flath, Christoph M.
  last_name: Flath
- first_name: Gilbert
  full_name: Fridgen, Gilbert
  last_name: Fridgen
- first_name: Thomas
  full_name: Grisold, Thomas
  last_name: Grisold
- first_name: Christian
  full_name: Janiesch, Christian
  last_name: Janiesch
- first_name: Andreas
  full_name: Janson, Andreas
  last_name: Janson
- first_name: Oliver
  full_name: Krancher, Oliver
  last_name: Krancher
- first_name: Julia
  full_name: Krönung, Julia
  last_name: Krönung
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
- first_name: Attila
  full_name: Márton, Attila
  last_name: Márton
- first_name: Milad
  full_name: Mirbabaie, Milad
  id: '88691'
  last_name: Mirbabaie
- first_name: Stefan
  full_name: Morana, Stefan
  last_name: Morana
- first_name: Benjamin
  full_name: Mueller, Benjamin
  last_name: Mueller
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
- first_name: Anna Maria
  full_name: Oberländer, Anna Maria
  last_name: Oberländer
- first_name: Christoph
  full_name: Peters, Christoph
  last_name: Peters
- first_name: Christoph
  full_name: Peukert, Christoph
  last_name: Peukert
- first_name: Melanie
  full_name: Reuter-Oppermann, Melanie
  last_name: Reuter-Oppermann
- first_name: Dennis M.
  full_name: Riehle, Dennis M.
  last_name: Riehle
- first_name: Susanne
  full_name: Robra-Bissantz, Susanne
  last_name: Robra-Bissantz
- first_name: Maximilian
  full_name: Röglinger, Maximilian
  last_name: Röglinger
- first_name: Kristina
  full_name: Rosenthal, Kristina
  last_name: Rosenthal
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
- first_name: Reinhard
  full_name: Schütte, Reinhard
  last_name: Schütte
- first_name: Susanne
  full_name: Strahringer, Susanne
  last_name: Strahringer
- first_name: Nils
  full_name: Urbach, Nils
  last_name: Urbach
- first_name: Lauri
  full_name: Wessel, Lauri
  last_name: Wessel
- first_name: Liudmila
  full_name: Zavolokina, Liudmila
  last_name: Zavolokina
- first_name: Patrick
  full_name: Zschech, Patrick
  last_name: Zschech
citation:
  ama: 'Beverungen D, zur Heiden P, Lehrer C, et al. <i>Implementing Digital Responsibility
    through Information Systems Research: A Delphi Study of Objectives, Activities,
    and Challenges in IS Research</i>. Department of Information Systems, Paderborn
    University; 2023.'
  apa: 'Beverungen, D., zur Heiden, P., Lehrer, C., Trier, M., Bartelheimer, C., Bradt,
    T., Distel, B., Drews, P., Ehmke, J. F., Fill, H.-G., Flath, C. M., Fridgen, G.,
    Grisold, T., Janiesch, C., Janson, A., Krancher, O., Krönung, J., Kundisch, D.,
    Márton, A., … Zschech, P. (2023). <i>Implementing Digital Responsibility through
    Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges
    in IS Research</i>. Department of Information Systems, Paderborn University.'
  bibtex: '@book{Beverungen_zur Heiden_Lehrer_Trier_Bartelheimer_Bradt_Distel_Drews_Ehmke_Fill_et
    al._2023, title={Implementing Digital Responsibility through Information Systems
    Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research},
    publisher={Department of Information Systems, Paderborn University}, author={Beverungen,
    Daniel and zur Heiden, Philipp and Lehrer, Christiane and Trier, Matthias and
    Bartelheimer, Christian and Bradt, Tobias and Distel, Bettina and Drews, Paul
    and Ehmke, Jan Fabian and Fill, Hans-Georg and et al.}, year={2023} }'
  chicago: 'Beverungen, Daniel, Philipp zur Heiden, Christiane Lehrer, Matthias Trier,
    Christian Bartelheimer, Tobias Bradt, Bettina Distel, et al. <i>Implementing Digital
    Responsibility through Information Systems Research: A Delphi Study of Objectives,
    Activities, and Challenges in IS Research</i>. Department of Information Systems,
    Paderborn University, 2023.'
  ieee: 'D. Beverungen <i>et al.</i>, <i>Implementing Digital Responsibility through
    Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges
    in IS Research</i>. Department of Information Systems, Paderborn University, 2023.'
  mla: 'Beverungen, Daniel, et al. <i>Implementing Digital Responsibility through
    Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges
    in IS Research</i>. Department of Information Systems, Paderborn University, 2023.'
  short: 'D. Beverungen, P. zur Heiden, C. Lehrer, M. Trier, C. Bartelheimer, T. Bradt,
    B. Distel, P. Drews, J.F. Ehmke, H.-G. Fill, C.M. Flath, G. Fridgen, T. Grisold,
    C. Janiesch, A. Janson, O. Krancher, J. Krönung, D. Kundisch, A. Márton, M. Mirbabaie,
    S. Morana, B. Mueller, O. Müller, A.M. Oberländer, C. Peters, C. Peukert, M. Reuter-Oppermann,
    D.M. Riehle, S. Robra-Bissantz, M. Röglinger, K. Rosenthal, G. Schryen, R. Schütte,
    S. Strahringer, N. Urbach, L. Wessel, L. Zavolokina, P. Zschech, Implementing
    Digital Responsibility through Information Systems Research: A Delphi Study of
    Objectives, Activities, and Challenges in IS Research, Department of Information
    Systems, Paderborn University, 2023.'
date_created: 2023-09-18T06:56:45Z
date_updated: 2023-09-18T06:56:50Z
ddc:
- '000'
department:
- _id: '195'
file:
- access_level: closed
  content_type: application/pdf
  creator: pzh
  date_created: 2023-09-18T06:56:19Z
  date_updated: 2023-09-18T06:56:19Z
  file_id: '47109'
  file_name: Delphi_Study_on_Digital_Responsibility.pdf
  file_size: 3741688
  relation: main_file
  success: 1
file_date_updated: 2023-09-18T06:56:19Z
has_accepted_license: '1'
language:
- iso: eng
page: '16'
publisher: Department of Information Systems, Paderborn University
status: public
title: 'Implementing Digital Responsibility through Information Systems Research:
  A Delphi Study of Objectives, Activities, and Challenges in IS Research'
type: report
user_id: '64394'
year: '2023'
...
---
_id: '29146'
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Jennifer
  full_name: Priefer, Jennifer
  id: '82872'
  last_name: Priefer
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: 'zur Heiden P, Priefer J, Beverungen D. Utilizing Geographic Information Systems
    for Condition-Based Maintenance on the Energy Distribution Grid. In: Bui TX, ed.
    <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>.
    ; 2022.'
  apa: zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2022). Utilizing Geographic
    Information Systems for Condition-Based Maintenance on the Energy Distribution
    Grid. In T. X. Bui (Ed.), <i>Proceedings of the 55th Hawaii International Conference
    on System Sciences</i>.
  bibtex: '@inproceedings{zur Heiden_Priefer_Beverungen_2022, place={Honolulu, HI},
    title={Utilizing Geographic Information Systems for Condition-Based Maintenance
    on the Energy Distribution Grid}, booktitle={Proceedings of the 55th Hawaii International
    Conference on System Sciences}, author={zur Heiden, Philipp and Priefer, Jennifer
    and Beverungen, Daniel}, editor={Bui, Tung X.}, year={2022} }'
  chicago: Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Utilizing
    Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution
    Grid.” In <i>Proceedings of the 55th Hawaii International Conference on System
    Sciences</i>, edited by Tung X. Bui. Honolulu, HI, 2022.
  ieee: P. zur Heiden, J. Priefer, and D. Beverungen, “Utilizing Geographic Information
    Systems for Condition-Based Maintenance on the Energy Distribution Grid,” in <i>Proceedings
    of the 55th Hawaii International Conference on System Sciences</i>, Honolulu,
    HI, 2022.
  mla: zur Heiden, Philipp, et al. “Utilizing Geographic Information Systems for Condition-Based
    Maintenance on the Energy Distribution Grid.” <i>Proceedings of the 55th Hawaii
    International Conference on System Sciences</i>, edited by Tung X. Bui, 2022.
  short: 'P. zur Heiden, J. Priefer, D. Beverungen, in: T.X. Bui (Ed.), Proceedings
    of the 55th Hawaii International Conference on System Sciences, Honolulu, HI,
    2022.'
conference:
  end_date: 2022-01-07
  location: Honolulu, HI
  name: 55th Hawaii International Conference on System Sciences
  start_date: 2022-01-03
date_created: 2022-01-03T08:34:37Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '526'
editor:
- first_name: Tung X.
  full_name: Bui, Tung X.
  last_name: Bui
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://scholarspace.manoa.hawaii.edu/handle/10125/80031
oa: '1'
place: Honolulu, HI
publication: Proceedings of the 55th Hawaii International Conference on System Sciences
publication_identifier:
  isbn:
  - 978-0-9981331-5-7
publication_status: published
status: public
title: Utilizing Geographic Information Systems for Condition-Based Maintenance on
  the Energy Distribution Grid
type: conference
user_id: '64394'
year: '2022'
...
