---
_id: '61109'
author:
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Marcel
  full_name: Ebel, Marcel
  id: '81788'
  last_name: Ebel
  orcid: https://orcid.org/0009-0007-5400-4436
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
- first_name: Niklas
  full_name: Döhner, Niklas
  id: '108017'
  last_name: Döhner
  orcid: https://orcid.org/0009-0005-7676-4036
- first_name: Sylvia
  full_name: Pratzler-Wanczura, Sylvia
  last_name: Pratzler-Wanczura
- first_name: Enes
  full_name: Derin, Enes
  last_name: Derin
- first_name: Oliver
  full_name: Krüger, Oliver
  last_name: Krüger
- first_name: Ivana
  full_name: Kruijff-Korbayova, Ivana
  last_name: Kruijff-Korbayova
- first_name: Merlin
  full_name: Stampa, Merlin
  last_name: Stampa
citation:
  ama: 'Pottebaum J, Gräßler I, Ebel M, et al. EU-Projekt CREXDATA: Erkenntnisse und
    Handlungsempfehlungen zum Einsatz KI-generierter Lageinformationen für die Lagebewertung
    und Maßnahmenplanung in Extremwetterlagen. Published online 2025:81-94. doi:<a
    href="https://doi.org/10.5281/ZENODO.16740824">10.5281/ZENODO.16740824</a>'
  apa: 'Pottebaum, J., Gräßler, I., Ebel, M., Özcan, D., Döhner, N., Pratzler-Wanczura,
    S., Derin, E., Krüger, O., Kruijff-Korbayova, I., &#38; Stampa, M. (2025). <i>EU-Projekt
    CREXDATA: Erkenntnisse und Handlungsempfehlungen zum Einsatz KI-generierter Lageinformationen
    für die Lagebewertung und Maßnahmenplanung in Extremwetterlagen</i> (pp. 81–94).
    LibreCat University. <a href="https://doi.org/10.5281/ZENODO.16740824">https://doi.org/10.5281/ZENODO.16740824</a>'
  bibtex: '@article{Pottebaum_Gräßler_Ebel_Özcan_Döhner_Pratzler-Wanczura_Derin_Krüger_Kruijff-Korbayova_Stampa_2025,
    series={Tagungsband der 71. Jahresfachtagung der Vereinigung zur Förderung des
    Deutschen Brandschutzes (vfdb) e.V. 2025}, title={EU-Projekt CREXDATA: Erkenntnisse
    und Handlungsempfehlungen zum Einsatz KI-generierter Lageinformationen für die
    Lagebewertung und Maßnahmenplanung in Extremwetterlagen}, DOI={<a href="https://doi.org/10.5281/ZENODO.16740824">10.5281/ZENODO.16740824</a>},
    publisher={LibreCat University}, author={Pottebaum, Jens and Gräßler, Iris and
    Ebel, Marcel and Özcan, Deniz and Döhner, Niklas and Pratzler-Wanczura, Sylvia
    and Derin, Enes and Krüger, Oliver and Kruijff-Korbayova, Ivana and Stampa, Merlin},
    year={2025}, pages={81–94}, collection={Tagungsband der 71. Jahresfachtagung der
    Vereinigung zur Förderung des Deutschen Brandschutzes (vfdb) e.V. 2025} }'
  chicago: 'Pottebaum, Jens, Iris Gräßler, Marcel Ebel, Deniz Özcan, Niklas Döhner,
    Sylvia Pratzler-Wanczura, Enes Derin, Oliver Krüger, Ivana Kruijff-Korbayova,
    and Merlin Stampa. “EU-Projekt CREXDATA: Erkenntnisse und Handlungsempfehlungen
    zum Einsatz KI-generierter Lageinformationen für die Lagebewertung und Maßnahmenplanung
    in Extremwetterlagen.” Tagungsband der 71. Jahresfachtagung der Vereinigung zur
    Förderung des Deutschen Brandschutzes (vfdb) e.V. 2025. LibreCat University, 2025.
    <a href="https://doi.org/10.5281/ZENODO.16740824">https://doi.org/10.5281/ZENODO.16740824</a>.'
  ieee: 'J. Pottebaum <i>et al.</i>, “EU-Projekt CREXDATA: Erkenntnisse und Handlungsempfehlungen
    zum Einsatz KI-generierter Lageinformationen für die Lagebewertung und Maßnahmenplanung
    in Extremwetterlagen.” LibreCat University, pp. 81–94, 2025, doi: <a href="https://doi.org/10.5281/ZENODO.16740824">10.5281/ZENODO.16740824</a>.'
  mla: 'Pottebaum, Jens, et al. <i>EU-Projekt CREXDATA: Erkenntnisse und Handlungsempfehlungen
    zum Einsatz KI-generierter Lageinformationen für die Lagebewertung und Maßnahmenplanung
    in Extremwetterlagen</i>. LibreCat University, 2025, pp. 81–94, doi:<a href="https://doi.org/10.5281/ZENODO.16740824">10.5281/ZENODO.16740824</a>.'
  short: J. Pottebaum, I. Gräßler, M. Ebel, D. Özcan, N. Döhner, S. Pratzler-Wanczura,
    E. Derin, O. Krüger, I. Kruijff-Korbayova, M. Stampa, (2025) 81–94.
conference:
  end_date: 2025-05-28
  location: Koblenz, Deutschland
  name: 71. Jahresfachtagung der Vereinigung zur Förderung des Deutschen Brandschutzes
    (vfdb) e.V. 2025 (vfdb JFT 2025)
  start_date: 2025-05-26
date_created: 2025-09-01T10:37:47Z
date_updated: 2025-09-01T10:44:51Z
department:
- _id: '152'
doi: 10.5281/ZENODO.16740824
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://zenodo.org/records/16740824
oa: '1'
page: 81-94
project:
- _id: '516'
  name: 'CREXDATA: Kritische Maßnahmenplanung über extreme Datenmengen'
publication_identifier:
  unknown:
  - 978-3-936050-40-0
publisher: LibreCat University
quality_controlled: '1'
series_title: Tagungsband der 71. Jahresfachtagung der Vereinigung zur Förderung des
  Deutschen Brandschutzes (vfdb) e.V. 2025
status: public
title: 'EU-Projekt CREXDATA: Erkenntnisse und Handlungsempfehlungen zum Einsatz KI-generierter
  Lageinformationen für die Lagebewertung und Maßnahmenplanung in Extremwetterlagen'
type: conference
user_id: '81788'
year: '2025'
...
---
_id: '62181'
abstract:
- lang: eng
  text: <jats:p>This research investigates how Artificial Intelligence (AI) can be
    systematically integrated into existing business processes by combining suitable
    competencies with graphical AI workflow modelling. While AI offers a high potential
    for automation and increased efficiency, its implementation often fails due to
    a lack of interdisciplinary competencies that bridge the gap between domain expertise
    and IT know-how. Low-code platforms and visual modelling tools are increasingly
    recognised as enablers, empowering non-programmers to intuitively create graphical
    AI- based workflows. Nevertheless, specific competencies are required to realise
    the full potential of AI, the domain specific knowledge and align technical understanding
    with AI capabilities. The paper reviews the state of the art in AI-driven business
    process automation and competencies for visual low-code approaches. It then presents
    a practical solution to identify and systematise essential competence areas. Based
    on this, a practical competence model is developed to support the design of user-friendly,
    AI-enabled workflows. This is tested in a practical application context — emergency
    management — where it supports critical decision-making processes and is validated
    through expert feedback. The study concludes by offering actionable recommendations
    to help organisations foster the necessary competencies and methods for competently
    integrating AI into their digital processes.</jats:p>
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Özcan D. Graphical AI workflow modelling: Identifying relevant
    competencies in AI-based automation of business processes. In: <i>AHFE International</i>.
    Vol 198. AHFE International; 2025. doi:<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>'
  apa: 'Gräßler, I., &#38; Özcan, D. (2025). Graphical AI workflow modelling: Identifying
    relevant competencies in AI-based automation of business processes. <i>AHFE International</i>,
    <i>198</i>. <a href="https://doi.org/10.54941/ahfe1006785">https://doi.org/10.54941/ahfe1006785</a>'
  bibtex: '@inproceedings{Gräßler_Özcan_2025, title={Graphical AI workflow modelling:
    Identifying relevant competencies in AI-based automation of business processes},
    volume={198}, DOI={<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler,
    Iris and Özcan, Deniz}, year={2025} }'
  chicago: 'Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying
    Relevant Competencies in AI-Based Automation of Business Processes.” In <i>AHFE
    International</i>, Vol. 198. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006785">https://doi.org/10.54941/ahfe1006785</a>.'
  ieee: 'I. Gräßler and D. Özcan, “Graphical AI workflow modelling: Identifying relevant
    competencies in AI-based automation of business processes,” in <i>AHFE International</i>,
    Split, 2025, vol. 198, doi: <a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>.'
  mla: 'Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying
    Relevant Competencies in AI-Based Automation of Business Processes.” <i>AHFE International</i>,
    vol. 198, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>.'
  short: 'I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2025.'
conference:
  end_date: 2025-09-24
  location: Split
  name: '7th International Conference on Human Systems Engineering and Design: Future
    Trends and Applications (IHSED 2025)'
  start_date: 2025-09-22
date_created: 2025-11-13T16:37:59Z
date_updated: 2025-11-13T16:41:39Z
department:
- _id: '43'
- _id: '9'
- _id: '26'
- _id: '152'
doi: 10.54941/ahfe1006785
intvolume: '       198'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: 'Graphical AI workflow modelling: Identifying relevant competencies in AI-based
  automation of business processes'
type: conference
user_id: '58595'
volume: 198
year: '2025'
...
---
_id: '62182'
abstract:
- lang: eng
  text: '<p> Executive summary Die vorliegende Zukunftsstudie „Automation 2035“ gibt
    einen Ausblick auf die Entwicklung der Automatisierungstechnik in den nächsten
    10 Jahren. Neben der Beschreibung von Trends wie Kreislaufwirtschaft, Automatisierung
    der Märkte, Biologisierung, autonome Systeme und Robotik sowie IT-Sicherheit wird
    die zu erwartende Veränderung in der Bildung beschrieben. Dazu verwenden wir Methoden
    der Zukunftsforschung und arbeiten mit der Szenarientechnik, um Zukunftsperspektiven
    der Automation aufzuzeigen. Personas werden eingesetzt, um die zukünftigen Entwicklungen
    plastisch aus den Augen der Personen im Jahr 2025 und in der Zukunft im Jahr 2035
    zu beschreiben. Schlüsselthemen und Trends: ... ... Inhalt Executive summary 1
    1 Einführung 3 2 Zukunftsfelder für die Automatisierungstechnik 2035 4 2.1 Kreislaufwirtschaft
    4 2.2 Automatisierung der Märkte 7 2.3 Biologisierung 8 2.4 Autonome Systeme und
    Robotik 10 2.5 Security 12 2.6 Veränderung der Ausbildung 13 3 Szenario der Automation
    2035 16 4 Personas 18 4.1 Unternehmer 18 4.2 Ingenieurin 19 4.3 Schüler 20 5 Thesen
    und Ausblick 22 Methodik 24 Autorenteam 25 Schrifttum 26... </p>'
alternative_title:
- VDI-Studie
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
- first_name: Alena Marie
  full_name: Tusek, Alena Marie
  id: '59370'
  last_name: Tusek
- first_name: Attila
  full_name: Bilgic, Attila
  last_name: Bilgic
- first_name: Christian
  full_name: Lange, Christian
  last_name: Lange
- first_name: Christian
  full_name: Stich, Christian
  last_name: Stich
- first_name: Christine
  full_name: Maul, Christine
  last_name: Maul
- first_name: Michael
  full_name: Heizmann, Michael
  last_name: Heizmann
- first_name: Michael
  full_name: Weyrich, Michael
  last_name: Weyrich
- first_name: Sascha
  full_name: Dessel,, Sascha
  last_name: Dessel,
- first_name: Torben
  full_name: Miny, Torben
  last_name: Miny
- first_name: Ulrich
  full_name: Jumar, Ulrich
  last_name: Jumar
citation:
  ama: Gräßler I, Özcan D, Tusek AM, et al. <i>Automation 2035</i>. VDI Verlag; 2025.
    doi:<a href="https://doi.org/10.51202/9783911670180">10.51202/9783911670180</a>
  apa: Gräßler, I., Özcan, D., Tusek, A. M., Bilgic, A., Lange, C., Stich, C., Maul,
    C., Heizmann, M., Weyrich, M., Dessel, S., Miny, T., &#38; Jumar, U. (2025). <i>Automation
    2035</i>. VDI Verlag. <a href="https://doi.org/10.51202/9783911670180">https://doi.org/10.51202/9783911670180</a>
  bibtex: '@book{Gräßler_Özcan_Tusek_Bilgic_Lange_Stich_Maul_Heizmann_Weyrich_Dessel,_et
    al._2025, title={Automation 2035}, DOI={<a href="https://doi.org/10.51202/9783911670180">10.51202/9783911670180</a>},
    publisher={VDI Verlag}, author={Gräßler, Iris and Özcan, Deniz and Tusek, Alena
    Marie and Bilgic, Attila and Lange, Christian and Stich, Christian and Maul, Christine
    and Heizmann, Michael and Weyrich, Michael and Dessel, Sascha and et al.}, year={2025}
    }'
  chicago: Gräßler, Iris, Deniz Özcan, Alena Marie Tusek, Attila Bilgic, Christian
    Lange, Christian Stich, Christine Maul, et al. <i>Automation 2035</i>. VDI Verlag,
    2025. <a href="https://doi.org/10.51202/9783911670180">https://doi.org/10.51202/9783911670180</a>.
  ieee: I. Gräßler <i>et al.</i>, <i>Automation 2035</i>. VDI Verlag, 2025.
  mla: Gräßler, Iris, et al. <i>Automation 2035</i>. VDI Verlag, 2025, doi:<a href="https://doi.org/10.51202/9783911670180">10.51202/9783911670180</a>.
  short: I. Gräßler, D. Özcan, A.M. Tusek, A. Bilgic, C. Lange, C. Stich, C. Maul,
    M. Heizmann, M. Weyrich, S. Dessel, T. Miny, U. Jumar, Automation 2035, VDI Verlag,
    2025.
date_created: 2025-11-13T16:43:05Z
date_updated: 2025-11-13T16:48:43Z
department:
- _id: '43'
- _id: '9'
- _id: '26'
- _id: '152'
doi: 10.51202/9783911670180
language:
- iso: eng
publication_identifier:
  isbn:
  - '9783911670180'
publication_status: published
publisher: VDI Verlag
quality_controlled: '1'
status: public
title: Automation 2035
type: book
user_id: '58595'
year: '2025'
...
---
_id: '55431'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Özcan D. Anwendungspotenziale von Künstlicher Intelligenz im Model-Based
    Systems Engineering für automatisierte Systeme. In: VDI Wissensforum GmbH, ed.
    <i>Automation 2024</i>. Vol 2437. AI beats Automation? VDI Verlag; 2024:363–374.
    doi:<a href="https://doi.org/10.51202/9783181024379-363">10.51202/9783181024379-363</a>'
  apa: Gräßler, I., &#38; Özcan, D. (2024). Anwendungspotenziale von Künstlicher Intelligenz
    im Model-Based Systems Engineering für automatisierte Systeme. In VDI Wissensforum
    GmbH (Ed.), <i>Automation 2024</i> (Vol. 2437, pp. 363–374). VDI Verlag. <a href="https://doi.org/10.51202/9783181024379-363">https://doi.org/10.51202/9783181024379-363</a>
  bibtex: '@inproceedings{Gräßler_Özcan_2024, place={Düsseldorf}, series={AI beats
    Automation?}, title={Anwendungspotenziale von Künstlicher Intelligenz im Model-Based
    Systems Engineering für automatisierte Systeme}, volume={2437}, DOI={<a href="https://doi.org/10.51202/9783181024379-363">10.51202/9783181024379-363</a>},
    booktitle={Automation 2024}, publisher={VDI Verlag}, author={Gräßler, Iris and
    Özcan, Deniz}, editor={VDI Wissensforum GmbH}, year={2024}, pages={363–374}, collection={AI
    beats Automation?} }'
  chicago: 'Gräßler, Iris, and Deniz Özcan. “Anwendungspotenziale von Künstlicher
    Intelligenz im Model-Based Systems Engineering für automatisierte Systeme.” In
    <i>Automation 2024</i>, edited by VDI Wissensforum GmbH, 2437:363–374. AI beats
    Automation? Düsseldorf: VDI Verlag, 2024. <a href="https://doi.org/10.51202/9783181024379-363">https://doi.org/10.51202/9783181024379-363</a>.'
  ieee: 'I. Gräßler and D. Özcan, “Anwendungspotenziale von Künstlicher Intelligenz
    im Model-Based Systems Engineering für automatisierte Systeme,” in <i>Automation
    2024</i>, 2024, vol. 2437, pp. 363–374, doi: <a href="https://doi.org/10.51202/9783181024379-363">10.51202/9783181024379-363</a>.'
  mla: Gräßler, Iris, and Deniz Özcan. “Anwendungspotenziale von Künstlicher Intelligenz
    im Model-Based Systems Engineering für automatisierte Systeme.” <i>Automation
    2024</i>, edited by VDI Wissensforum GmbH, vol. 2437, VDI Verlag, 2024, pp. 363–374,
    doi:<a href="https://doi.org/10.51202/9783181024379-363">10.51202/9783181024379-363</a>.
  short: 'I. Gräßler, D. Özcan, in: VDI Wissensforum GmbH (Ed.), Automation 2024,
    VDI Verlag, Düsseldorf, 2024, pp. 363–374.'
conference:
  end_date: 2024-07-03
  name: VDI Automation
  start_date: 2024-07-02
corporate_editor:
- VDI Wissensforum GmbH
date_created: 2024-07-30T10:02:55Z
date_updated: 2024-07-30T10:14:51Z
department:
- _id: '152'
doi: 10.51202/9783181024379-363
intvolume: '      2437'
language:
- iso: ger
page: 363–374
place: Düsseldorf
publication: Automation 2024
publication_identifier:
  isbn:
  - '9783181024379'
publication_status: published
publisher: VDI Verlag
quality_controlled: '1'
series_title: AI beats Automation?
status: public
title: Anwendungspotenziale von Künstlicher Intelligenz im Model-Based Systems Engineering
  für automatisierte Systeme
type: conference
user_id: '58595'
volume: 2437
year: '2024'
...
---
_id: '54540'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>System models are used to merge
    relevant engineering artefacts and relationships. Therefore, a high model quality
    must be ensured. Currently, there is no method for defining company-specific metrics
    to assess system model quality. In a six-step research approach, a method is defined:
    (1) literature analysis on quality assessment approaches, (2) derivation of success
    factors, (3) evaluation of approaches, (4) development of a method, (5) application
    in automotive industry, and (6) evaluation. The method supports system engineers
    to derive tailored metrics to objectively assess the model quality.</jats:p>'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Dominik
  full_name: Wiechel, Dominik
  id: '67161'
  last_name: Wiechel
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
- first_name: Patrick
  full_name: Taplick, Patrick
  last_name: Taplick
citation:
  ama: 'Gräßler I, Wiechel D, Özcan D, Taplick P. Tailored metrics for assessing the
    quality of MBSE models. In: <i>Proceedings of the Design Society</i>. Vol 4. Cambridge
    University Press (CUP); 2024:2545-2554. doi:<a href="https://doi.org/10.1017/pds.2024.257">10.1017/pds.2024.257</a>'
  apa: Gräßler, I., Wiechel, D., Özcan, D., &#38; Taplick, P. (2024). Tailored metrics
    for assessing the quality of MBSE models. <i>Proceedings of the Design Society</i>,
    <i>4</i>, 2545–2554. <a href="https://doi.org/10.1017/pds.2024.257">https://doi.org/10.1017/pds.2024.257</a>
  bibtex: '@inproceedings{Gräßler_Wiechel_Özcan_Taplick_2024, title={Tailored metrics
    for assessing the quality of MBSE models}, volume={4}, DOI={<a href="https://doi.org/10.1017/pds.2024.257">10.1017/pds.2024.257</a>},
    booktitle={Proceedings of the Design Society}, publisher={Cambridge University
    Press (CUP)}, author={Gräßler, Iris and Wiechel, Dominik and Özcan, Deniz and
    Taplick, Patrick}, year={2024}, pages={2545–2554} }'
  chicago: Gräßler, Iris, Dominik Wiechel, Deniz Özcan, and Patrick Taplick. “Tailored
    Metrics for Assessing the Quality of MBSE Models.” In <i>Proceedings of the Design
    Society</i>, 4:2545–54. Cambridge University Press (CUP), 2024. <a href="https://doi.org/10.1017/pds.2024.257">https://doi.org/10.1017/pds.2024.257</a>.
  ieee: 'I. Gräßler, D. Wiechel, D. Özcan, and P. Taplick, “Tailored metrics for assessing
    the quality of MBSE models,” in <i>Proceedings of the Design Society</i>, 2024,
    vol. 4, pp. 2545–2554, doi: <a href="https://doi.org/10.1017/pds.2024.257">10.1017/pds.2024.257</a>.'
  mla: Gräßler, Iris, et al. “Tailored Metrics for Assessing the Quality of MBSE Models.”
    <i>Proceedings of the Design Society</i>, vol. 4, Cambridge University Press (CUP),
    2024, pp. 2545–54, doi:<a href="https://doi.org/10.1017/pds.2024.257">10.1017/pds.2024.257</a>.
  short: 'I. Gräßler, D. Wiechel, D. Özcan, P. Taplick, in: Proceedings of the Design
    Society, Cambridge University Press (CUP), 2024, pp. 2545–2554.'
date_created: 2024-05-31T13:27:01Z
date_updated: 2024-11-19T08:59:57Z
department:
- _id: '152'
doi: 10.1017/pds.2024.257
intvolume: '         4'
language:
- iso: eng
page: 2545-2554
publication: Proceedings of the Design Society
publication_identifier:
  issn:
  - 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
quality_controlled: '1'
status: public
title: Tailored metrics for assessing the quality of MBSE models
type: conference
user_id: '58595'
volume: 4
year: '2024'
...
---
_id: '56346'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Özcan D. Quality Key Figures for Developing Future Scenarios. In:
    <i>AHFE International</i>. Vol 158. AHFE International; 2024. doi:<a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>'
  apa: Gräßler, I., &#38; Özcan, D. (2024). Quality Key Figures for Developing Future
    Scenarios. <i>AHFE International</i>, <i>158</i>. <a href="https://doi.org/10.54941/ahfe1005553">https://doi.org/10.54941/ahfe1005553</a>
  bibtex: '@inproceedings{Gräßler_Özcan_2024, title={Quality Key Figures for Developing
    Future Scenarios}, volume={158}, DOI={<a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler,
    Iris and Özcan, Deniz}, year={2024} }'
  chicago: Gräßler, Iris, and Deniz Özcan. “Quality Key Figures for Developing Future
    Scenarios.” In <i>AHFE International</i>, Vol. 158. AHFE International, 2024.
    <a href="https://doi.org/10.54941/ahfe1005553">https://doi.org/10.54941/ahfe1005553</a>.
  ieee: 'I. Gräßler and D. Özcan, “Quality Key Figures for Developing Future Scenarios,”
    in <i>AHFE International</i>, Split, 2024, vol. 158, doi: <a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>.'
  mla: Gräßler, Iris, and Deniz Özcan. “Quality Key Figures for Developing Future
    Scenarios.” <i>AHFE International</i>, vol. 158, AHFE International, 2024, doi:<a
    href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>.
  short: 'I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2024.'
conference:
  end_date: 2024-09-26
  location: Split
  name: '6th International Conference on Human Systems Engineering and Design (IHSED2024):
    Future Trends and Applications'
  start_date: 2024-09-24
date_created: 2024-10-07T07:33:08Z
date_updated: 2025-11-13T16:42:28Z
department:
- _id: '43'
- _id: '9'
- _id: '26'
- _id: '152'
doi: 10.54941/ahfe1005553
intvolume: '       158'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  unknown:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: Quality Key Figures for Developing Future Scenarios
type: conference
user_id: '58595'
volume: 158
year: '2024'
...
---
_id: '47108'
alternative_title:
- AI-based extraction of requirements from regulations for automotive engineering
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
- first_name: Daniel
  full_name: Preuß, Daniel
  id: '40253'
  last_name: Preuß
citation:
  ama: 'Gräßler I, Özcan D, Preuß D. KI-basierte Extrahierung von Anforderungen aus
    Regularien für die Automobilentwicklung. In: Krause D, Paetzold-Byhain K, Wartzack
    S, eds. <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>. Vol 34. ; 2023:163-172.
    doi:<a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>'
  apa: Gräßler, I., Özcan, D., &#38; Preuß, D. (2023). KI-basierte Extrahierung von
    Anforderungen aus Regularien für die Automobilentwicklung. In D. Krause, K. Paetzold-Byhain,
    &#38; S. Wartzack (Eds.), <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>
    (Vol. 34, pp. 163–172). <a href="https://doi.org/10.35199/dfx2023.17">https://doi.org/10.35199/dfx2023.17</a>
  bibtex: '@inproceedings{Gräßler_Özcan_Preuß_2023, title={KI-basierte Extrahierung
    von Anforderungen aus Regularien für die Automobilentwicklung}, volume={34}, DOI={<a
    href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>}, booktitle={Design
    fox X - Beiträge zum 34. DfX-Symposium}, author={Gräßler, Iris and Özcan, Deniz
    and Preuß, Daniel}, editor={Krause, Dieter and Paetzold-Byhain, Kristin and Wartzack,
    Sandro}, year={2023}, pages={163–172} }'
  chicago: Gräßler, Iris, Deniz Özcan, and Daniel Preuß. “KI-basierte Extrahierung
    von Anforderungen aus Regularien für die Automobilentwicklung.” In <i>Design fox
    X - Beiträge zum 34. DfX-Symposium</i>, edited by Dieter Krause, Kristin Paetzold-Byhain,
    and Sandro Wartzack, 34:163–72, 2023. <a href="https://doi.org/10.35199/dfx2023.17">https://doi.org/10.35199/dfx2023.17</a>.
  ieee: 'I. Gräßler, D. Özcan, and D. Preuß, “KI-basierte Extrahierung von Anforderungen
    aus Regularien für die Automobilentwicklung,” in <i>Design fox X - Beiträge zum
    34. DfX-Symposium</i>, Radebeul, 2023, vol. 34, pp. 163–172, doi: <a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>.'
  mla: Gräßler, Iris, et al. “KI-basierte Extrahierung von Anforderungen aus Regularien
    für die Automobilentwicklung.” <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>,
    edited by Dieter Krause et al., vol. 34, 2023, pp. 163–72, doi:<a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>.
  short: 'I. Gräßler, D. Özcan, D. Preuß, in: D. Krause, K. Paetzold-Byhain, S. Wartzack
    (Eds.), Design fox X - Beiträge zum 34. DfX-Symposium, 2023, pp. 163–172.'
conference:
  end_date: 2023-09-15
  location: Radebeul
  name: 34. DfX Symposium
  start_date: 2023-09-14
date_created: 2023-09-18T07:31:56Z
date_updated: 2023-12-14T12:39:15Z
department:
- _id: '152'
doi: 10.35199/dfx2023.17
editor:
- first_name: Dieter
  full_name: Krause, Dieter
  last_name: Krause
- first_name: Kristin
  full_name: Paetzold-Byhain, Kristin
  last_name: Paetzold-Byhain
- first_name: Sandro
  full_name: Wartzack, Sandro
  last_name: Wartzack
intvolume: '        34'
language:
- iso: ger
page: 163 - 172
publication: Design fox X - Beiträge zum 34. DfX-Symposium
publication_status: published
quality_controlled: '1'
status: public
title: KI-basierte Extrahierung von Anforderungen aus Regularien für die Automobilentwicklung
type: conference
user_id: '58595'
volume: 34
year: '2023'
...
---
_id: '46490'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Alena Marie
  full_name: Tusek, Alena Marie
  id: '59370'
  last_name: Tusek
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Tusek AM, Özcan D. Entwicklung zukunftsfähiger Geschäftsmodelle
    in der Automatisierungstechnik anhand von Megatrends. In: VDI Wissensforum GmbH,
    ed. <i>Automation 2023</i>. Vol 2419. Transformation by Automation. VDI Verlag;
    2023:863-874. doi:<a href="https://doi.org/10.51202/9783181024195-863">10.51202/9783181024195-863</a>'
  apa: Gräßler, I., Tusek, A. M., &#38; Özcan, D. (2023). Entwicklung zukunftsfähiger
    Geschäftsmodelle in der Automatisierungstechnik anhand von Megatrends. In VDI
    Wissensforum GmbH (Ed.), <i>Automation 2023</i> (Vol. 2419, pp. 863–874). VDI
    Verlag. <a href="https://doi.org/10.51202/9783181024195-863">https://doi.org/10.51202/9783181024195-863</a>
  bibtex: '@inproceedings{Gräßler_Tusek_Özcan_2023, place={Düsseldorf}, series={Transformation
    by Automation}, title={Entwicklung zukunftsfähiger Geschäftsmodelle in der Automatisierungstechnik
    anhand von Megatrends}, volume={2419}, DOI={<a href="https://doi.org/10.51202/9783181024195-863">10.51202/9783181024195-863</a>},
    booktitle={Automation 2023}, publisher={VDI Verlag}, author={Gräßler, Iris and
    Tusek, Alena Marie and Özcan, Deniz}, editor={VDI Wissensforum GmbH}, year={2023},
    pages={863–874}, collection={Transformation by Automation} }'
  chicago: 'Gräßler, Iris, Alena Marie Tusek, and Deniz Özcan. “Entwicklung zukunftsfähiger
    Geschäftsmodelle in der Automatisierungstechnik anhand von Megatrends.” In <i>Automation
    2023</i>, edited by VDI Wissensforum GmbH, 2419:863–74. Transformation by Automation.
    Düsseldorf: VDI Verlag, 2023. <a href="https://doi.org/10.51202/9783181024195-863">https://doi.org/10.51202/9783181024195-863</a>.'
  ieee: 'I. Gräßler, A. M. Tusek, and D. Özcan, “Entwicklung zukunftsfähiger Geschäftsmodelle
    in der Automatisierungstechnik anhand von Megatrends,” in <i>Automation 2023</i>,
    Baden-Baden, 2023, vol. 2419, pp. 863–874, doi: <a href="https://doi.org/10.51202/9783181024195-863">10.51202/9783181024195-863</a>.'
  mla: Gräßler, Iris, et al. “Entwicklung zukunftsfähiger Geschäftsmodelle in der
    Automatisierungstechnik anhand von Megatrends.” <i>Automation 2023</i>, edited
    by VDI Wissensforum GmbH, vol. 2419, VDI Verlag, 2023, pp. 863–74, doi:<a href="https://doi.org/10.51202/9783181024195-863">10.51202/9783181024195-863</a>.
  short: 'I. Gräßler, A.M. Tusek, D. Özcan, in: VDI Wissensforum GmbH (Ed.), Automation
    2023, VDI Verlag, Düsseldorf, 2023, pp. 863–874.'
conference:
  end_date: 2023-06-28
  location: Baden-Baden
  name: VDI Automation
  start_date: 2023-06-27
corporate_editor:
- VDI Wissensforum GmbH
date_created: 2023-08-15T07:13:18Z
date_updated: 2024-11-19T10:59:42Z
department:
- _id: '152'
doi: 10.51202/9783181024195-863
intvolume: '      2419'
language:
- iso: ger
page: 863 - 874
place: Düsseldorf
publication: Automation 2023
publication_identifier:
  isbn:
  - '9783181024195'
publication_status: published
publisher: VDI Verlag
quality_controlled: '1'
series_title: Transformation by Automation
status: public
title: Entwicklung zukunftsfähiger Geschäftsmodelle in der Automatisierungstechnik
  anhand von Megatrends
type: conference
user_id: '59370'
volume: 2419
year: '2023'
...
