---
_id: '60156'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Mathis
  full_name: Jahn, Mathis
  last_name: Jahn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
citation:
  ama: 'Ködding P, Jahn M, Dumitrescu R, Koldewey C. Challenges for Scenario-Based
    Foresight and Potential for Digital Technologies: Insights from Practice. In:
    Schmuntzsch U, Shajek A, Hartmann EA, eds. <i>New Digital Work II - Digital Sovereignty
    of Companies and Organizations</i>. Springer Nature Switzerland; 2025:93-108.
    doi:<a href="https://doi.org/10.1007/978-3-031-69994-8">10.1007/978-3-031-69994-8</a>'
  apa: 'Ködding, P., Jahn, M., Dumitrescu, R., &#38; Koldewey, C. (2025). Challenges
    for Scenario-Based Foresight and Potential for Digital Technologies: Insights
    from Practice. In U. Schmuntzsch, A. Shajek, &#38; E. A. Hartmann (Eds.), <i>New
    Digital Work II - Digital Sovereignty of Companies and Organizations</i> (pp.
    93–108). Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-69994-8">https://doi.org/10.1007/978-3-031-69994-8</a>'
  bibtex: '@inbook{Ködding_Jahn_Dumitrescu_Koldewey_2025, place={Cham}, title={Challenges
    for Scenario-Based Foresight and Potential for Digital Technologies: Insights
    from Practice}, DOI={<a href="https://doi.org/10.1007/978-3-031-69994-8">10.1007/978-3-031-69994-8</a>},
    booktitle={New Digital Work II - Digital Sovereignty of Companies and Organizations},
    publisher={Springer Nature Switzerland}, author={Ködding, Patrick and Jahn, Mathis
    and Dumitrescu, Roman and Koldewey, Christian}, editor={Schmuntzsch, Ulrike and
    Shajek, Alexandra and Hartmann, Ernst Andreas}, year={2025}, pages={93–108} }'
  chicago: 'Ködding, Patrick, Mathis Jahn, Roman Dumitrescu, and Christian Koldewey.
    “Challenges for Scenario-Based Foresight and Potential for Digital Technologies:
    Insights from Practice.” In <i>New Digital Work II - Digital Sovereignty of Companies
    and Organizations</i>, edited by Ulrike Schmuntzsch, Alexandra Shajek, and Ernst
    Andreas Hartmann, 93–108. Cham: Springer Nature Switzerland, 2025. <a href="https://doi.org/10.1007/978-3-031-69994-8">https://doi.org/10.1007/978-3-031-69994-8</a>.'
  ieee: 'P. Ködding, M. Jahn, R. Dumitrescu, and C. Koldewey, “Challenges for Scenario-Based
    Foresight and Potential for Digital Technologies: Insights from Practice,” in
    <i>New Digital Work II - Digital Sovereignty of Companies and Organizations</i>,
    U. Schmuntzsch, A. Shajek, and E. A. Hartmann, Eds. Cham: Springer Nature Switzerland,
    2025, pp. 93–108.'
  mla: 'Ködding, Patrick, et al. “Challenges for Scenario-Based Foresight and Potential
    for Digital Technologies: Insights from Practice.” <i>New Digital Work II - Digital
    Sovereignty of Companies and Organizations</i>, edited by Ulrike Schmuntzsch et
    al., Springer Nature Switzerland, 2025, pp. 93–108, doi:<a href="https://doi.org/10.1007/978-3-031-69994-8">10.1007/978-3-031-69994-8</a>.'
  short: 'P. Ködding, M. Jahn, R. Dumitrescu, C. Koldewey, in: U. Schmuntzsch, A.
    Shajek, E.A. Hartmann (Eds.), New Digital Work II - Digital Sovereignty of Companies
    and Organizations, Springer Nature Switzerland, Cham, 2025, pp. 93–108.'
date_created: 2025-06-10T08:34:05Z
date_updated: 2025-06-10T08:38:26Z
department:
- _id: '563'
doi: 10.1007/978-3-031-69994-8
editor:
- first_name: Ulrike
  full_name: Schmuntzsch, Ulrike
  last_name: Schmuntzsch
- first_name: Alexandra
  full_name: Shajek, Alexandra
  last_name: Shajek
- first_name: Ernst Andreas
  full_name: Hartmann, Ernst Andreas
  last_name: Hartmann
language:
- iso: eng
page: 93-108
place: Cham
publication: New Digital Work II - Digital Sovereignty of Companies and Organizations
publication_identifier:
  isbn:
  - '9783031699931'
  - '9783031699948'
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Challenges for Scenario-Based Foresight and Potential for Digital Technologies:
  Insights from Practice'
type: book_chapter
user_id: '15782'
year: '2025'
...
---
_id: '49322'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
citation:
  ama: 'Ködding P, Tissen D, Koldewey C. A Data Map for Product Creation: Tasks, Data
    Flows, and IT-Systems from the Initial Idea to the Start of Production. In: <i>Proceedings
    of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>. Elsevier
    Ltd.'
  apa: 'Ködding, P., Tissen, D., &#38; Koldewey, C. (n.d.). A Data Map for Product
    Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start
    of Production. <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems,
    CIRP CMS ‘23</i>. 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23,
    Capetown, South Africa.'
  bibtex: '@inproceedings{Ködding_Tissen_Koldewey, title={A Data Map for Product Creation:
    Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production},
    booktitle={Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP
    CMS ‘23}, publisher={Elsevier Ltd.}, author={Ködding, Patrick and Tissen, Denis
    and Koldewey, Christian} }'
  chicago: 'Ködding, Patrick, Denis Tissen, and Christian Koldewey. “A Data Map for
    Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the
    Start of Production.” In <i>Proceedings of the 56th CIRP Conference on Manufacturing
    Systems, CIRP CMS ‘23</i>. Elsevier Ltd., n.d.'
  ieee: 'P. Ködding, D. Tissen, and C. Koldewey, “A Data Map for Product Creation:
    Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production,”
    presented at the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23,
    Capetown, South Africa.'
  mla: 'Ködding, Patrick, et al. “A Data Map for Product Creation: Tasks, Data Flows,
    and IT-Systems from the Initial Idea to the Start of Production.” <i>Proceedings
    of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>, Elsevier
    Ltd.'
  short: 'P. Ködding, D. Tissen, C. Koldewey, in: Proceedings of the 56th CIRP Conference
    on Manufacturing Systems, CIRP CMS ‘23, Elsevier Ltd., n.d.'
conference:
  end_date: 2023-10-26
  location: Capetown, South Africa
  name: 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23
  start_date: 2023-10-24
date_created: 2023-11-29T10:08:06Z
date_updated: 2023-11-30T11:45:06Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP
  CMS ‘23
publication_status: inpress
publisher: Elsevier Ltd.
status: public
title: 'A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the
  Initial Idea to the Start of Production'
type: conference
user_id: '44458'
year: '2023'
...
---
_id: '47836'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Koldewey C, Dumitrescu R. A Reference Process Model for Scenario-based
    Foresight. In: <i>Proceedings of the XXXII ISPIM Innovation Conference</i>. ;
    2023.'
  apa: 'Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2023). A Reference Process
    Model for Scenario-based Foresight. <i>Proceedings of the XXXII ISPIM Innovation
    Conference</i>. ISPIM Innovation Conference: Innovation and Circular Economy.'
  bibtex: '@inproceedings{Ködding_Koldewey_Dumitrescu_2023, title={A Reference Process
    Model for Scenario-based Foresight}, booktitle={Proceedings of the XXXII ISPIM
    Innovation Conference}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu,
    Roman}, year={2023} }'
  chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference
    Process Model for Scenario-Based Foresight.” In <i>Proceedings of the XXXII ISPIM
    Innovation Conference</i>, 2023.
  ieee: 'P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for
    Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation
    and Circular Economy, 2023.'
  mla: Ködding, Patrick, et al. “A Reference Process Model for Scenario-Based Foresight.”
    <i>Proceedings of the XXXII ISPIM Innovation Conference</i>, 2023.
  short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: Proceedings of the XXXII ISPIM
    Innovation Conference, 2023.'
conference:
  name: 'ISPIM Innovation Conference: Innovation and Circular Economy'
date_created: 2023-10-06T12:41:17Z
date_updated: 2023-11-30T11:46:09Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the XXXII ISPIM Innovation Conference
status: public
title: A Reference Process Model for Scenario-based Foresight
type: conference
user_id: '45402'
year: '2023'
...
---
_id: '47834'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Koldewey C, Dumitrescu R. Scenario-Based Foresight in the Age of
    Digital Technologies and AI. In: Shajek A, Hartmann EA, eds. <i>New Digital Work</i>.
    ; 2023:51-67.'
  apa: Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2023). Scenario-Based Foresight
    in the Age of Digital Technologies and AI. In A. Shajek &#38; E. A. Hartmann (Eds.),
    <i>New Digital Work</i> (pp. 51–67).
  bibtex: '@inbook{Ködding_Koldewey_Dumitrescu_2023, title={Scenario-Based Foresight
    in the Age of Digital Technologies and AI}, booktitle={New Digital Work}, author={Ködding,
    Patrick and Koldewey, Christian and Dumitrescu, Roman}, editor={Shajek, Alexandra
    and Hartmann, Ernst A.}, year={2023}, pages={51–67} }'
  chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based
    Foresight in the Age of Digital Technologies and AI.” In <i>New Digital Work</i>,
    edited by Alexandra Shajek and Ernst A. Hartmann, 51–67, 2023.
  ieee: P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the
    Age of Digital Technologies and AI,” in <i>New Digital Work</i>, A. Shajek and
    E. A. Hartmann, Eds. 2023, pp. 51–67.
  mla: Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digital Technologies
    and AI.” <i>New Digital Work</i>, edited by Alexandra Shajek and Ernst A. Hartmann,
    2023, pp. 51–67.
  short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: A. Shajek, E.A. Hartmann (Eds.),
    New Digital Work, 2023, pp. 51–67.'
date_created: 2023-10-06T12:38:33Z
date_updated: 2024-04-17T17:06:44Z
department:
- _id: '563'
editor:
- first_name: Alexandra
  full_name: Shajek, Alexandra
  last_name: Shajek
- first_name: Ernst A.
  full_name: Hartmann, Ernst A.
  last_name: Hartmann
language:
- iso: eng
page: 51-67
publication: New Digital Work
status: public
title: Scenario-Based Foresight in the Age of Digital Technologies and AI
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_id: '47835'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Kai
  full_name: Ellermann, Kai
  last_name: Ellermann
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Ködding P, Ellermann K, Koldewey C, Dumitrescu R. Scenario-based Foresight
    in the Age of Digitalization and Artificial Intelligence – Identification and
    Analysis of Existing Use Cases. <i>Procedia CIRP</i>. 2023;119:740-745. doi:<a
    href="https://doi.org/10.1016/j.procir.2023.01.015">10.1016/j.procir.2023.01.015</a>
  apa: Ködding, P., Ellermann, K., Koldewey, C., &#38; Dumitrescu, R. (2023). Scenario-based
    Foresight in the Age of Digitalization and Artificial Intelligence – Identification
    and Analysis of Existing Use Cases. <i>Procedia CIRP</i>, <i>119</i>, 740–745.
    <a href="https://doi.org/10.1016/j.procir.2023.01.015">https://doi.org/10.1016/j.procir.2023.01.015</a>
  bibtex: '@article{Ködding_Ellermann_Koldewey_Dumitrescu_2023, title={Scenario-based
    Foresight in the Age of Digitalization and Artificial Intelligence – Identification
    and Analysis of Existing Use Cases}, volume={119}, DOI={<a href="https://doi.org/10.1016/j.procir.2023.01.015">10.1016/j.procir.2023.01.015</a>},
    journal={Procedia CIRP}, publisher={Elsevier BV}, author={Ködding, Patrick and
    Ellermann, Kai and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={740–745}
    }'
  chicago: 'Ködding, Patrick, Kai Ellermann, Christian Koldewey, and Roman Dumitrescu.
    “Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence
    – Identification and Analysis of Existing Use Cases.” <i>Procedia CIRP</i> 119
    (2023): 740–45. <a href="https://doi.org/10.1016/j.procir.2023.01.015">https://doi.org/10.1016/j.procir.2023.01.015</a>.'
  ieee: 'P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based
    Foresight in the Age of Digitalization and Artificial Intelligence – Identification
    and Analysis of Existing Use Cases,” <i>Procedia CIRP</i>, vol. 119, pp. 740–745,
    2023, doi: <a href="https://doi.org/10.1016/j.procir.2023.01.015">10.1016/j.procir.2023.01.015</a>.'
  mla: Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digitalization
    and Artificial Intelligence – Identification and Analysis of Existing Use Cases.”
    <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 740–45, doi:<a href="https://doi.org/10.1016/j.procir.2023.01.015">10.1016/j.procir.2023.01.015</a>.
  short: P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023)
    740–745.
date_created: 2023-10-06T12:39:17Z
date_updated: 2024-04-25T08:30:26Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.015
intvolume: '       119'
keyword:
- General Medicine
language:
- iso: eng
page: 740-745
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence
  – Identification and Analysis of Existing Use Cases
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47831'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien. In:
    Hartmann EA, ed. <i>Digitalisierung Souverän Gestalten II</i>. ; 2022.'
  apa: Ködding, P., &#38; Dumitrescu, R. (2022). Szenario-Technik mit digitalen Technologien.
    In E. A. Hartmann (Ed.), <i>Digitalisierung souverän gestalten II</i>.
  bibtex: '@inproceedings{Ködding_Dumitrescu_2022, title={Szenario-Technik mit digitalen
    Technologien}, booktitle={Digitalisierung souverän gestalten II}, author={Ködding,
    Patrick and Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2022} }'
  chicago: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen
    Technologien.” In <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst
    A. Hartmann, 2022.
  ieee: P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,”
    in <i>Digitalisierung souverän gestalten II</i>, 2022.
  mla: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.”
    <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst A. Hartmann, 2022.
  short: 'P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisierung Souverän
    Gestalten II, 2022.'
date_created: 2023-10-06T12:36:26Z
date_updated: 2024-04-17T16:16:19Z
department:
- _id: '563'
editor:
- first_name: Ernst A.
  full_name: Hartmann, Ernst A.
  last_name: Hartmann
language:
- iso: eng
publication: Digitalisierung souverän gestalten II
status: public
title: Szenario-Technik mit digitalen Technologien
type: conference
user_id: '45402'
year: '2022'
...
---
_id: '26050'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien (in Druck).
    In: Hartmann EA, ed. <i>Digitalisierung Souverän Gestalten</i>. Springer Vieweg;
    2021.'
  apa: Ködding, P., &#38; Dumitrescu, R. (2021). Szenario-Technik mit digitalen Technologien
    (in Druck). In E. A. Hartmann (Ed.), <i>Digitalisierung souverän gestalten</i>.
    Springer Vieweg.
  bibtex: '@inproceedings{Ködding_Dumitrescu_2021, place={Berlin, Heidelberg}, title={Szenario-Technik
    mit digitalen Technologien (in Druck)}, booktitle={Digitalisierung souverän gestalten},
    publisher={Springer Vieweg}, author={Ködding, Patrick and Dumitrescu, Roman},
    editor={Hartmann, Ernst A.}, year={2021} }'
  chicago: 'Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen
    Technologien (in Druck).” In <i>Digitalisierung Souverän Gestalten</i>, edited
    by Ernst A. Hartmann. Berlin, Heidelberg: Springer Vieweg, 2021.'
  ieee: P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien
    (in Druck),” in <i>Digitalisierung souverän gestalten</i>, 2021.
  mla: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien
    (in Druck).” <i>Digitalisierung Souverän Gestalten</i>, edited by Ernst A. Hartmann,
    Springer Vieweg, 2021.
  short: 'P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisierung Souverän
    Gestalten, Springer Vieweg, Berlin, Heidelberg, 2021.'
date_created: 2021-10-11T18:16:07Z
date_updated: 2022-01-06T06:57:16Z
department:
- _id: '563'
editor:
- first_name: Ernst A.
  full_name: Hartmann, Ernst A.
  last_name: Hartmann
language:
- iso: eng
place: Berlin, Heidelberg
publication: Digitalisierung souverän gestalten
publisher: Springer Vieweg
status: public
title: Szenario-Technik mit digitalen Technologien (in Druck)
type: conference
user_id: '45402'
year: '2021'
...
---
_id: '26908'
author:
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Identifying
    Value Creation Patterns for Smart Services. <i>Procedia CIRP</i>. Published online
    2021.
  apa: Reinhold, J., Ködding, P., Scholtysik, M., Koldewey, C., &#38; Dumitrescu,
    R. (2021). Identifying Value Creation Patterns for Smart Services. <i>Procedia
    CIRP</i>.
  bibtex: '@article{Reinhold_Ködding_Scholtysik_Koldewey_Dumitrescu_2021, title={Identifying
    Value Creation Patterns for Smart Services}, journal={Procedia CIRP}, author={Reinhold,
    Jannik and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and
    Dumitrescu, Roman}, year={2021} }'
  chicago: Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey,
    and Roman Dumitrescu. “Identifying Value Creation Patterns for Smart Services.”
    <i>Procedia CIRP</i>, 2021.
  ieee: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying
    Value Creation Patterns for Smart Services,” <i>Procedia CIRP</i>, 2021.
  mla: Reinhold, Jannik, et al. “Identifying Value Creation Patterns for Smart Services.”
    <i>Procedia CIRP</i>, 2021.
  short: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, R. Dumitrescu, Procedia
    CIRP (2021).
date_created: 2021-10-26T14:11:06Z
date_updated: 2022-01-06T06:57:30Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia CIRP
status: public
title: Identifying Value Creation Patterns for Smart Services
type: journal_article
user_id: '45402'
year: '2021'
...
---
_id: '26984'
author:
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Marc
  full_name: Foullois, Marc
  last_name: Foullois
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
citation:
  ama: Dumitrescu R, Özcan L, Ködding P, Foullois M, Bernijazov R. <i>Künstliche Intelligenz
    in der Produktentstehung</i>. Heinz Nixdorf Institut, Universität Paderborn; 2021.
  apa: Dumitrescu, R., Özcan, L., Ködding, P., Foullois, M., &#38; Bernijazov, R.
    (2021). <i>Künstliche Intelligenz in der Produktentstehung</i>. Heinz Nixdorf
    Institut, Universität Paderborn.
  bibtex: '@book{Dumitrescu_Özcan_Ködding_Foullois_Bernijazov_2021, place={Paderborn},
    title={Künstliche Intelligenz in der Produktentstehung}, publisher={Heinz Nixdorf
    Institut, Universität Paderborn}, author={Dumitrescu, Roman and Özcan, Leon and
    Ködding, Patrick and Foullois, Marc and Bernijazov, Ruslan}, year={2021} }'
  chicago: 'Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan
    Bernijazov. <i>Künstliche Intelligenz in der Produktentstehung</i>. Paderborn:
    Heinz Nixdorf Institut, Universität Paderborn, 2021.'
  ieee: 'R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, <i>Künstliche
    Intelligenz in der Produktentstehung</i>. Paderborn: Heinz Nixdorf Institut, Universität
    Paderborn, 2021.'
  mla: Dumitrescu, Roman, et al. <i>Künstliche Intelligenz in der Produktentstehung</i>.
    Heinz Nixdorf Institut, Universität Paderborn, 2021.
  short: R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, R. Bernijazov, Künstliche
    Intelligenz in der Produktentstehung, Heinz Nixdorf Institut, Universität Paderborn,
    Paderborn, 2021.
date_created: 2021-10-27T11:19:29Z
date_updated: 2022-01-06T06:57:31Z
department:
- _id: '563'
language:
- iso: ger
place: Paderborn
publication_status: published
publisher: Heinz Nixdorf Institut, Universität Paderborn
status: public
title: Künstliche Intelligenz in der Produktentstehung
type: book
user_id: '15782'
year: '2021'
...
---
_id: '26998'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n               <jats:p>Smart Services
    sind das Resultat zweier Megatrends: Digitalisierung und Servitisierung. Diese
    digitalen Dienstleistungen erfordern innovative Geschäftsmodelle, deren Umsetzung
    jedoch häufig eine Anpassung historisch gewachsener Wertschöpfung produzierender
    Unternehmen voraussetzt. Wir liefern geeignete Geschäftsmodellmuster zur Entwicklung
    von Geschäftsmodellen für Smart Services und zeigen, wie produzierende Unternehmen
    darauf aufbauend die Transformation ihrer Wertschöpfung planen können.</jats:p>"
author:
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Smart Service-Transformation
    mit Geschäftsmodellmustern. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>.
    Published online 2021:337-341. doi:<a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>
  apa: Reinhold, J., Ködding, P., Scholtysik, M., Koldewey, C., &#38; Dumitrescu,
    R. (2021). Smart Service-Transformation mit Geschäftsmodellmustern. <i>Zeitschrift
    für wirtschaftlichen Fabrikbetrieb</i>, 337–341. <a href="https://doi.org/10.1515/zwf-2021-0069">https://doi.org/10.1515/zwf-2021-0069</a>
  bibtex: '@article{Reinhold_Ködding_Scholtysik_Koldewey_Dumitrescu_2021, title={Smart
    Service-Transformation mit Geschäftsmodellmustern}, DOI={<a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>},
    journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, author={Reinhold, Jannik
    and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and Dumitrescu,
    Roman}, year={2021}, pages={337–341} }'
  chicago: Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey,
    and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.”
    <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, 337–41. <a href="https://doi.org/10.1515/zwf-2021-0069">https://doi.org/10.1515/zwf-2021-0069</a>.
  ieee: 'J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart
    Service-Transformation mit Geschäftsmodellmustern,” <i>Zeitschrift für wirtschaftlichen
    Fabrikbetrieb</i>, pp. 337–341, 2021, doi: <a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>.'
  mla: Reinhold, Jannik, et al. “Smart Service-Transformation mit Geschäftsmodellmustern.”
    <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, pp. 337–41, doi:<a
    href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>.
  short: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, R. Dumitrescu, Zeitschrift
    für wirtschaftlichen Fabrikbetrieb (2021) 337–341.
date_created: 2021-10-29T08:29:00Z
date_updated: 2022-01-06T06:57:32Z
department:
- _id: '563'
doi: 10.1515/zwf-2021-0069
language:
- iso: ger
page: 337-341
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
  unknown:
  - 2511-0896
  - 0947-0085
publication_status: published
status: public
title: Smart Service-Transformation mit Geschäftsmodellmustern
type: journal_article
user_id: '33669'
year: '2021'
...
---
_id: '23779'
abstract:
- lang: ger
  text: "Produktentstehung (PE) bezieht sich auf den Prozess der Planung und Entwicklung
    eines Produkts sowie der damit verbundenen Dienstleistungen von der ersten Idee
    bis zur Herstellung und zum Vertrieb. Während dieses Prozesses gibt es zahlreiche
    Aufgaben, die von menschlichem Fachwissen abhängen und typischerweise von erfahrenen
    Experten übernommen werden. Da sich das Feld der Künstlichen Intelligenz (KI)
    immer weiterentwickelt und seinen Weg in den Fertigungssektor findet, gibt es
    viele Möglichkeiten für eine Anwendung von KI, um bei der Lösung der oben genannten
    Aufgaben zu helfen. In diesem Paper geben wir einen umfassenden Überblick über
    den aktuellen Stand der Technik des Einsatzes von KI in der PE. \r\nIm Detail
    analysieren wir 40 bestehende Surveys zu KI in der PE und 94 Case Studies, um
    herauszufinden, welche Bereiche der PE von der aktuellen Forschung in diesem Bereich
    vorrangig adressiert werden, wie ausgereift die diskutierten KI-Methoden sind
    und inwieweit datenzentrierte Ansätze in der aktuellen Forschung genutzt werden."
- lang: eng
  text: "Product Creation (PC) refers to the process of planning and developing a
    product as well as related services from the initial idea until manufacturing
    and distribution. Throughout this process, there are numerous tasks that depend
    on human expertise and are typically undertaken by experienced practitioners.
    As the field of Artificial Intelligence (AI) continues to evolve and finds its
    way into the manufacturing sector, there exist many possibilities for an application
    of AI in order to assist in solving aforementioned tasks. In this work, we provide
    a comprehensive overview of the current state of the art of the use of AI in PC.
    \r\nIn detail, we analyze 40 existing surveys on AI in PC and 94 case studies
    in order to find out which areas of PC are primarily addressed by current research
    in this field, how mature the discussed AI methods are, and to which extent data-centric
    approaches are utilized in current research."
author:
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
- first_name: Alexander
  full_name: Dicks, Alexander
  last_name: Dicks
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Marc
  full_name: Foullois, Marc
  last_name: Foullois
- first_name: Jonas Manuel
  full_name: Hanselle, Jonas Manuel
  id: '43980'
  last_name: Hanselle
  orcid: 0000-0002-1231-4985
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Gökce
  full_name: Karakaya, Gökce
  last_name: Karakaya
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Volker
  full_name: Lohweg, Volker
  last_name: Lohweg
- first_name: Manuel
  full_name: Malatyali, Manuel
  id: '41265'
  last_name: Malatyali
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Melina
  full_name: Panzner, Melina
  last_name: Panzner
- first_name: Christian
  full_name: Soltenborn, Christian
  id: '1737'
  last_name: Soltenborn
  orcid: 0000-0002-0342-8227
citation:
  ama: 'Bernijazov R, Dicks A, Dumitrescu R, et al. A Meta-Review on Artificial Intelligence
    in Product Creation. In: <i>Proceedings of the 30th International Joint Conference
    on Artificial Intelligence (IJCAI-21)</i>. ; 2021.'
  apa: Bernijazov, R., Dicks, A., Dumitrescu, R., Foullois, M., Hanselle, J. M., Hüllermeier,
    E., Karakaya, G., Ködding, P., Lohweg, V., Malatyali, M., Meyer auf der Heide,
    F., Panzner, M., &#38; Soltenborn, C. (2021). A Meta-Review on Artificial Intelligence
    in Product Creation. <i>Proceedings of the 30th International Joint Conference
    on Artificial Intelligence (IJCAI-21)</i>. 30th International Joint Conference
    on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal,
    Kanada.
  bibtex: '@inproceedings{Bernijazov_Dicks_Dumitrescu_Foullois_Hanselle_Hüllermeier_Karakaya_Ködding_Lohweg_Malatyali_et
    al._2021, title={A Meta-Review on Artificial Intelligence in Product Creation},
    booktitle={Proceedings of the 30th International Joint Conference on Artificial
    Intelligence (IJCAI-21)}, author={Bernijazov, Ruslan and Dicks, Alexander and
    Dumitrescu, Roman and Foullois, Marc and Hanselle, Jonas Manuel and Hüllermeier,
    Eyke and Karakaya, Gökce and Ködding, Patrick and Lohweg, Volker and Malatyali,
    Manuel and et al.}, year={2021} }'
  chicago: Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas
    Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artificial
    Intelligence in Product Creation.” In <i>Proceedings of the 30th International
    Joint Conference on Artificial Intelligence (IJCAI-21)</i>, 2021.
  ieee: R. Bernijazov <i>et al.</i>, “A Meta-Review on Artificial Intelligence in Product
    Creation,” presented at the 30th International Joint Conference on Artificial
    Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada,
    2021.
  mla: Bernijazov, Ruslan, et al. “A Meta-Review on Artificial Intelligence in Product
    Creation.” <i>Proceedings of the 30th International Joint Conference on Artificial
    Intelligence (IJCAI-21)</i>, 2021.
  short: 'R. Bernijazov, A. Dicks, R. Dumitrescu, M. Foullois, J.M. Hanselle, E. Hüllermeier,
    G. Karakaya, P. Ködding, V. Lohweg, M. Malatyali, F. Meyer auf der Heide, M. Panzner,
    C. Soltenborn, in: Proceedings of the 30th International Joint Conference on Artificial
    Intelligence (IJCAI-21), 2021.'
conference:
  end_date: 2021-08-26
  location: Montreal, Kanada
  name: 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)
    - Workshop "AI and Product Design"
  start_date: 2021-08-19
date_created: 2021-09-06T08:23:45Z
date_updated: 2022-01-06T06:55:59Z
department:
- _id: '63'
- _id: '563'
- _id: '355'
- _id: '241'
keyword:
- Artificial Intelligence Product Creation Literature Review
language:
- iso: eng
main_file_link:
- url: https://www.hsu-hh.de/imb/wp-content/uploads/sites/677/2021/08/A-Meta-Review-on-Artificial-Intelligence-in-Product-Creation.pdf
publication: Proceedings of the 30th International Joint Conference on Artificial
  Intelligence (IJCAI-21)
publication_status: epub_ahead
quality_controlled: '1'
status: public
title: A Meta-Review on Artificial Intelligence in Product Creation
type: conference
user_id: '15415'
year: '2021'
...
---
_id: '21272'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Dumitrescu R. Forschungsfelder für Künstliche Intelligenz in der
    strategischen Produktplanung. In: Hartmann EA, ed. <i>Digitalisisierung souverän
    gestalten</i>. Springer Vieweg; 2021:59-73.'
  apa: Ködding, P., &#38; Dumitrescu, R. (2021). Forschungsfelder für Künstliche Intelligenz
    in der strategischen Produktplanung. In E. A. Hartmann (Ed.), <i>Digitalisisierung
    souverän gestalten</i> (pp. 59–73). Springer Vieweg.
  bibtex: '@inproceedings{Ködding_Dumitrescu_2021, place={Berlin, Heidelberg}, title={Forschungsfelder
    für Künstliche Intelligenz in der strategischen Produktplanung}, booktitle={Digitalisisierung
    souverän gestalten}, publisher={Springer Vieweg}, author={Ködding, Patrick and
    Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2021}, pages={59–73} }'
  chicago: 'Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche
    Intelligenz in der strategischen Produktplanung.” In <i>Digitalisisierung souverän
    gestalten</i>, edited by Ernst A. Hartmann, 59–73. Berlin, Heidelberg: Springer
    Vieweg, 2021.'
  ieee: P. Ködding and R. Dumitrescu, “Forschungsfelder für Künstliche Intelligenz
    in der strategischen Produktplanung,” in <i>Digitalisisierung souverän gestalten</i>,
    2021, pp. 59–73.
  mla: Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche Intelligenz
    in der strategischen Produktplanung.” <i>Digitalisisierung souverän gestalten</i>,
    edited by Ernst A. Hartmann, Springer Vieweg, 2021, pp. 59–73.
  short: 'P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisisierung souverän
    gestalten, Springer Vieweg, Berlin, Heidelberg, 2021, pp. 59–73.'
date_created: 2021-02-24T13:07:33Z
date_updated: 2023-10-06T12:32:24Z
department:
- _id: '563'
editor:
- first_name: Ernst A.
  full_name: Hartmann, Ernst A.
  last_name: Hartmann
language:
- iso: ger
page: pp. 59-73
place: Berlin, Heidelberg
publication: Digitalisisierung souverän gestalten
publication_status: published
publisher: Springer Vieweg
status: public
title: Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung
type: conference
user_id: '45402'
year: '2021'
...
---
_id: '21269'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Michel
  full_name: Scholtysik, Michel
  last_name: Scholtysik
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Ködding P, Reinhold J, Scholtysik M, Dumitrescu R. Consulting via Research
    in IMPRESS. <i>Journal of Systemics, Cybernetics and Informatics</i>. 2020;18(2):14-19.
  apa: Ködding, P., Reinhold, J., Scholtysik, M., &#38; Dumitrescu, R. (2020). Consulting
    via Research in IMPRESS. <i>Journal of Systemics, Cybernetics and Informatics</i>,
    <i>18</i>(2), 14–19.
  bibtex: '@article{Ködding_Reinhold_Scholtysik_Dumitrescu_2020, title={Consulting
    via Research in IMPRESS}, volume={18}, number={2}, journal={Journal of Systemics,
    Cybernetics and Informatics}, author={Ködding, Patrick and Reinhold, Jannik and
    Scholtysik, Michel and Dumitrescu, Roman}, year={2020}, pages={14–19} }'
  chicago: 'Ködding, Patrick, Jannik Reinhold, Michel Scholtysik, and Roman Dumitrescu.
    “Consulting via Research in IMPRESS.” <i>Journal of Systemics, Cybernetics and
    Informatics</i> 18, no. 2 (2020): 14–19.'
  ieee: P. Ködding, J. Reinhold, M. Scholtysik, and R. Dumitrescu, “Consulting via
    Research in IMPRESS,” <i>Journal of Systemics, Cybernetics and Informatics</i>,
    vol. 18, no. 2, pp. 14–19, 2020.
  mla: Ködding, Patrick, et al. “Consulting via Research in IMPRESS.” <i>Journal of
    Systemics, Cybernetics and Informatics</i>, vol. 18, no. 2, 2020, pp. 14–19.
  short: P. Ködding, J. Reinhold, M. Scholtysik, R. Dumitrescu, Journal of Systemics,
    Cybernetics and Informatics 18 (2020) 14–19.
date_created: 2021-02-24T11:16:49Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '563'
intvolume: '        18'
issue: '2'
language:
- iso: eng
page: pp. 14-19
publication: Journal of Systemics, Cybernetics and Informatics
publication_identifier:
  issn:
  - 1690-4524
publication_status: published
status: public
title: Consulting via Research in IMPRESS
type: journal_article
user_id: '45402'
volume: 18
year: '2020'
...