---
_id: '58763'
abstract:
- lang: eng
  text: Utilizing data is crucial for economic success, but a lack of interoperability
    and concerns about the misuse of ones own data are hindering the cross-organizational
    use of data. Dataspaces provide the infrastructure necessary to integrate heterogeneous
    data sources within an organization or ecosystem, enabling seamless data interaction
    and interoperability. In addition, data spaces strengthen data sovereignty through
    their decentralized nature, which enables organizations to effectively control
    and manage their data. However, challenges persist in managing the complexity
    and dynamic nature of dataspaces, requiring significant resources and technical
    expertise. The decentralized nature leads to a large and diverse number of stakeholders,
    who need to agree on the use and scope of a dataspace. Modeling is a common approach
    to cope with technical complexity and heterogeneous stakeholders. In this paper,
    we propose a version of SysML and a corresponding method that focus on the modelling
    of data spaces. We provide a dataspace modelling method to unify the understanding
    of dataspaces and scope among all stakeholders to simplify the design and development
    process.
author:
- first_name: Pranav Jayant
  full_name: Kulkarni, Pranav Jayant
  id: '86782'
  last_name: Kulkarni
- first_name: Julian
  full_name: Zerbin, Julian
  id: '51711'
  last_name: Zerbin
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  id: '36312'
  last_name: Bernijazov
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Kulkarni PJ, Zerbin J, Koldewey C, Bernijazov R, Dumitrescu R. Using SysML
    as a Modelling Language for Dataspaces. In: <i>2024 IEEE International Conference
    on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE; 2025. doi:<a
    href="https://doi.org/10.1109/ictmod63116.2024.10878227">10.1109/ictmod63116.2024.10878227</a>'
  apa: Kulkarni, P. J., Zerbin, J., Koldewey, C., Bernijazov, R., &#38; Dumitrescu,
    R. (2025). Using SysML as a Modelling Language for Dataspaces. <i>2024 IEEE International
    Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. 2024
    IEEE International Conference on Technology Management, Operations and Decisions
    (ICTMOD), Sharjah, United Arab Emirates . <a href="https://doi.org/10.1109/ictmod63116.2024.10878227">https://doi.org/10.1109/ictmod63116.2024.10878227</a>
  bibtex: '@inproceedings{Kulkarni_Zerbin_Koldewey_Bernijazov_Dumitrescu_2025, title={Using
    SysML as a Modelling Language for Dataspaces}, DOI={<a href="https://doi.org/10.1109/ictmod63116.2024.10878227">10.1109/ictmod63116.2024.10878227</a>},
    booktitle={2024 IEEE International Conference on Technology Management, Operations
    and Decisions (ICTMOD)}, publisher={IEEE}, author={Kulkarni, Pranav Jayant and
    Zerbin, Julian and Koldewey, Christian and Bernijazov, Ruslan and Dumitrescu,
    Roman}, year={2025} }'
  chicago: Kulkarni, Pranav Jayant, Julian Zerbin, Christian Koldewey, Ruslan Bernijazov,
    and Roman Dumitrescu. “Using SysML as a Modelling Language for Dataspaces.” In
    <i>2024 IEEE International Conference on Technology Management, Operations and
    Decisions (ICTMOD)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/ictmod63116.2024.10878227">https://doi.org/10.1109/ictmod63116.2024.10878227</a>.
  ieee: 'P. J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, and R. Dumitrescu,
    “Using SysML as a Modelling Language for Dataspaces,” presented at the 2024 IEEE
    International Conference on Technology Management, Operations and Decisions (ICTMOD),
    Sharjah, United Arab Emirates , 2025, doi: <a href="https://doi.org/10.1109/ictmod63116.2024.10878227">10.1109/ictmod63116.2024.10878227</a>.'
  mla: Kulkarni, Pranav Jayant, et al. “Using SysML as a Modelling Language for Dataspaces.”
    <i>2024 IEEE International Conference on Technology Management, Operations and
    Decisions (ICTMOD)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/ictmod63116.2024.10878227">10.1109/ictmod63116.2024.10878227</a>.
  short: 'P.J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, R. Dumitrescu, in:
    2024 IEEE International Conference on Technology Management, Operations and Decisions
    (ICTMOD), IEEE, 2025.'
conference:
  end_date: 2024-11-06
  location: 'Sharjah, United Arab Emirates '
  name: 2024 IEEE International Conference on Technology Management, Operations and
    Decisions (ICTMOD)
  start_date: 2024-11-04
date_created: 2025-02-21T15:25:13Z
date_updated: 2026-01-30T09:05:24Z
department:
- _id: '563'
doi: 10.1109/ictmod63116.2024.10878227
keyword:
- Dataspaces
- Modelling
- SysML
- Gaia-X
- System Specification
language:
- iso: eng
publication: 2024 IEEE International Conference on Technology Management, Operations
  and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Using SysML as a Modelling Language for Dataspaces
type: conference
user_id: '51711'
year: '2025'
...
---
_id: '65038'
abstract:
- lang: eng
  text: The rapid advancements in digital transformation have led to the emergence
    of dataspaces as a pivotal element for industry-wide and cross-industry data integration
    and interoperability across various businesses. Despite their potential, the adoption
    and effective utilization of dataspaces by business stakeholders remain challenging.
    This paper aims to address this gap by developing a comprehensive learning environment
    tailored for business stakeholders. Through an interview study and an analysis
    of the current state of research, we identify problem fields and derive key requirements
    for the development of the learning environment. The proposed environment includes
    a demonstrator and a training concept designed to enhance stakeholders' understanding
    and capabilities in managing and leveraging dataspaces. Our findings contribute
    to the body of knowledge by providing practical guidance through learning environments
    for the deployment of dataspaces in business contexts and highlighting areas for
    future research.
author:
- first_name: Jonas
  full_name: Lick, Jonas
  last_name: Lick
- first_name: Jessica
  full_name: Lamarz, Jessica
  last_name: Lamarz
- first_name: Friederike
  full_name: Dohmann, Friederike
  last_name: Dohmann
- first_name: Pranav Jayant
  full_name: Kulkarni, Pranav Jayant
  id: '86782'
  last_name: Kulkarni
- first_name: Julian
  full_name: Zerbin, Julian
  id: '51711'
  last_name: Zerbin
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
citation:
  ama: 'Lick J, Lamarz J, Dohmann F, Kulkarni PJ, Zerbin J, Koldewey C. Guidance on
    Dataspaces: Development of a Learning Environment for Industrial SMEs. In: <i>2024
    6th International Conference on Control and Robotics (ICCR)</i>. IEEE; 2025. doi:<a
    href="https://doi.org/10.1109/iccr64365.2024.10927580">10.1109/iccr64365.2024.10927580</a>'
  apa: 'Lick, J., Lamarz, J., Dohmann, F., Kulkarni, P. J., Zerbin, J., &#38; Koldewey,
    C. (2025). Guidance on Dataspaces: Development of a Learning Environment for Industrial
    SMEs. <i>2024 6th International Conference on Control and Robotics (ICCR)</i>.
    6th International Conference on Control and Robotics (ICCR), Yokohama, Japan .
    <a href="https://doi.org/10.1109/iccr64365.2024.10927580">https://doi.org/10.1109/iccr64365.2024.10927580</a>'
  bibtex: '@inproceedings{Lick_Lamarz_Dohmann_Kulkarni_Zerbin_Koldewey_2025, title={Guidance
    on Dataspaces: Development of a Learning Environment for Industrial SMEs}, DOI={<a
    href="https://doi.org/10.1109/iccr64365.2024.10927580">10.1109/iccr64365.2024.10927580</a>},
    booktitle={2024 6th International Conference on Control and Robotics (ICCR)},
    publisher={IEEE}, author={Lick, Jonas and Lamarz, Jessica and Dohmann, Friederike
    and Kulkarni, Pranav Jayant and Zerbin, Julian and Koldewey, Christian}, year={2025}
    }'
  chicago: 'Lick, Jonas, Jessica Lamarz, Friederike Dohmann, Pranav Jayant Kulkarni,
    Julian Zerbin, and Christian Koldewey. “Guidance on Dataspaces: Development of
    a Learning Environment for Industrial SMEs.” In <i>2024 6th International Conference
    on Control and Robotics (ICCR)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/iccr64365.2024.10927580">https://doi.org/10.1109/iccr64365.2024.10927580</a>.'
  ieee: 'J. Lick, J. Lamarz, F. Dohmann, P. J. Kulkarni, J. Zerbin, and C. Koldewey,
    “Guidance on Dataspaces: Development of a Learning Environment for Industrial
    SMEs,” presented at the 6th International Conference on Control and Robotics (ICCR),
    Yokohama, Japan , 2025, doi: <a href="https://doi.org/10.1109/iccr64365.2024.10927580">10.1109/iccr64365.2024.10927580</a>.'
  mla: 'Lick, Jonas, et al. “Guidance on Dataspaces: Development of a Learning Environment
    for Industrial SMEs.” <i>2024 6th International Conference on Control and Robotics
    (ICCR)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/iccr64365.2024.10927580">10.1109/iccr64365.2024.10927580</a>.'
  short: 'J. Lick, J. Lamarz, F. Dohmann, P.J. Kulkarni, J. Zerbin, C. Koldewey, in:
    2024 6th International Conference on Control and Robotics (ICCR), IEEE, 2025.'
conference:
  end_date: 2024-12-07
  location: 'Yokohama, Japan '
  name: 6th International Conference on Control and Robotics (ICCR)
  start_date: 2024-12-05
date_created: 2026-03-18T07:13:35Z
date_updated: 2026-03-18T07:18:48Z
department:
- _id: '563'
doi: 10.1109/iccr64365.2024.10927580
language:
- iso: eng
publication: 2024 6th International Conference on Control and Robotics (ICCR)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Guidance on Dataspaces: Development of a Learning Environment for Industrial
  SMEs'
type: conference
user_id: '51711'
year: '2025'
...
---
_id: '56166'
abstract:
- lang: eng
  text: Developing Intelligent Technical Systems (ITS) involves a complex process
    encompassing planning, analysis, design, production, and maintenance. Model-Based
    Systems Engineering (MBSE) is a key methodology for systematic systems engineering.
    Designing models for ITS requires harmonious interaction of various elements,
    posing a challenge in MBSE. Leveraging Generative Artificial Intelligence, we
    generated a dataset for modeling, using prompt engineering on large language models.
    The generated artifacts can aid engineers in MBSE design or serve as synthetic
    training data for AI assistants.
author:
- first_name: Pranav Jayant
  full_name: Kulkarni, Pranav Jayant
  id: '86782'
  last_name: Kulkarni
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  id: '36312'
  last_name: Bernijazov
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design:
    Automatically Generating Modeling Elements with Prompt Engineering and Generative
    Artificial Intelligence. In: Malmqvist J, Candi M, Saemundsson R, Bystrom F, Isaksson
    O, eds. <i>DS 130: Proceedings of NordDesign 2024</i>. ; 2024:617-625. doi:<a
    href="https://doi.org/10.35199/NORDDESIGN2024.66">10.35199/NORDDESIGN2024.66</a>'
  apa: 'Kulkarni, P. J., Tissen, D., Bernijazov, R., &#38; Dumitrescu, R. (2024).
    Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence. In J. Malmqvist, M. Candi,
    R. Saemundsson, F. Bystrom, &#38; O. Isaksson (Eds.), <i>DS 130: Proceedings of
    NordDesign 2024</i> (pp. 617–625). <a href="https://doi.org/10.35199/NORDDESIGN2024.66">https://doi.org/10.35199/NORDDESIGN2024.66</a>'
  bibtex: '@inproceedings{Kulkarni_Tissen_Bernijazov_Dumitrescu_2024, title={Towards
    Automated Design: Automatically Generating Modeling Elements with Prompt Engineering
    and Generative Artificial Intelligence}, DOI={<a href="https://doi.org/10.35199/NORDDESIGN2024.66">10.35199/NORDDESIGN2024.66</a>},
    booktitle={DS 130: Proceedings of NordDesign 2024}, author={Kulkarni, Pranav Jayant
    and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman}, editor={Malmqvist,
    J. and Candi, M. and Saemundsson, R. and Bystrom, F. and Isaksson, O.}, year={2024},
    pages={617–625} }'
  chicago: 'Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu.
    “Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence.” In <i>DS 130: Proceedings
    of NordDesign 2024</i>, edited by J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom,
    and O. Isaksson, 617–25, 2024. <a href="https://doi.org/10.35199/NORDDESIGN2024.66">https://doi.org/10.35199/NORDDESIGN2024.66</a>.'
  ieee: 'P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated
    Design: Automatically Generating Modeling Elements with Prompt Engineering and
    Generative Artificial Intelligence,” in <i>DS 130: Proceedings of NordDesign 2024</i>,
    Reykjavik, 2024, pp. 617–625, doi: <a href="https://doi.org/10.35199/NORDDESIGN2024.66">10.35199/NORDDESIGN2024.66</a>.'
  mla: 'Kulkarni, Pranav Jayant, et al. “Towards Automated Design: Automatically Generating
    Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.”
    <i>DS 130: Proceedings of NordDesign 2024</i>, edited by J. Malmqvist et al.,
    2024, pp. 617–25, doi:<a href="https://doi.org/10.35199/NORDDESIGN2024.66">10.35199/NORDDESIGN2024.66</a>.'
  short: 'P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: J. Malmqvist,
    M. Candi, R. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS 130: Proceedings
    of NordDesign 2024, 2024, pp. 617–625.'
conference:
  end_date: 2024-08-14
  location: Reykjavik
  name: NordDesign Conference 2024
  start_date: 2024-08-12
date_created: 2024-09-17T09:56:43Z
date_updated: 2024-09-17T09:57:07Z
doi: 10.35199/NORDDESIGN2024.66
editor:
- first_name: J.
  full_name: Malmqvist, J.
  last_name: Malmqvist
- first_name: M.
  full_name: Candi, M.
  last_name: Candi
- first_name: R.
  full_name: Saemundsson, R.
  last_name: Saemundsson
- first_name: F.
  full_name: Bystrom, F.
  last_name: Bystrom
- first_name: O.
  full_name: Isaksson, O.
  last_name: Isaksson
keyword:
- Data Driven Design
- Design Automation
- Systems Engineering (SE)
- Artificial Intelligence (AI)
language:
- iso: eng
page: 617-625
publication: 'DS 130: Proceedings of NordDesign 2024'
publication_identifier:
  unknown:
  - 978-1-912254-21-7
publication_status: epub_ahead
related_material:
  link:
  - relation: confirmation
    url: https://www.designsociety.org/publication/47658/Towards+Automated+Design%3A+Automatically+Generating+Modeling+Elements+with+Prompt+Engineering+and+Generative+Artificial+Intelligence
status: public
title: 'Towards Automated Design: Automatically Generating Modeling Elements with
  Prompt Engineering and Generative Artificial Intelligence'
type: conference
user_id: '86782'
year: '2024'
...
---
_id: '58479'
author:
- first_name: Pranav Jayant
  full_name: Kulkarni, Pranav Jayant
  id: '86782'
  last_name: Kulkarni
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  id: '36312'
  last_name: Bernijazov
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design:
    Automatically Generating Modeling Elements with Prompt Engineering and Generative
    Artificial Intelligence. In: <i>Proceedings of NordDesign 2024</i>. The Design
    Society; 2024. doi:<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>'
  apa: 'Kulkarni, P. J., Tissen, D., Bernijazov, R., &#38; Dumitrescu, R. (2024).
    Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence. <i>Proceedings of NordDesign
    2024</i>. <a href="https://doi.org/10.35199/norddesign2024.66">https://doi.org/10.35199/norddesign2024.66</a>'
  bibtex: '@inproceedings{Kulkarni_Tissen_Bernijazov_Dumitrescu_2024, title={Towards
    Automated Design: Automatically Generating Modeling Elements with Prompt Engineering
    and Generative Artificial Intelligence}, DOI={<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Kulkarni,
    Pranav Jayant and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman},
    year={2024} }'
  chicago: 'Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu.
    “Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence.” In <i>Proceedings of NordDesign
    2024</i>. The Design Society, 2024. <a href="https://doi.org/10.35199/norddesign2024.66">https://doi.org/10.35199/norddesign2024.66</a>.'
  ieee: 'P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated
    Design: Automatically Generating Modeling Elements with Prompt Engineering and
    Generative Artificial Intelligence,” 2024, doi: <a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>.'
  mla: 'Kulkarni, Pranav Jayant, et al. “Towards Automated Design: Automatically Generating
    Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.”
    <i>Proceedings of NordDesign 2024</i>, The Design Society, 2024, doi:<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>.'
  short: 'P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: Proceedings
    of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:33:50Z
date_updated: 2025-01-31T14:34:07Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.66
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: 'Towards Automated Design: Automatically Generating Modeling Elements with
  Prompt Engineering and Generative Artificial Intelligence'
type: conference
user_id: '15782'
year: '2024'
...