[{"language":[{"iso":"eng"}],"keyword":["Dataspaces","Modelling","SysML","Gaia-X","System Specification"],"user_id":"51711","department":[{"_id":"563"}],"_id":"58763","status":"public","abstract":[{"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.","lang":"eng"}],"type":"conference","publication":"2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","conference":{"name":"2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","start_date":"2024-11-04","end_date":"2024-11-06","location":"Sharjah, United Arab Emirates "},"doi":"10.1109/ictmod63116.2024.10878227","title":"Using SysML as a Modelling Language for Dataspaces","author":[{"first_name":"Pranav Jayant","full_name":"Kulkarni, Pranav Jayant","id":"86782","last_name":"Kulkarni"},{"first_name":"Julian","last_name":"Zerbin","id":"51711","full_name":"Zerbin, Julian"},{"first_name":"Christian","id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"first_name":"Ruslan","last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","id":"36312"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2025-02-21T15:25:13Z","date_updated":"2026-01-30T09:05:24Z","publisher":"IEEE","citation":{"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.","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>.","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} }","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>","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>","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>.","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>."},"year":"2025","publication_status":"published","quality_controlled":"1"},{"language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"51711","_id":"65038","status":"public","abstract":[{"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.","lang":"eng"}],"publication":"2024 6th International Conference on Control and Robotics (ICCR)","type":"conference","conference":{"name":"6th International Conference on Control and Robotics (ICCR)","start_date":"2024-12-05","end_date":"2024-12-07","location":"Yokohama, Japan "},"doi":"10.1109/iccr64365.2024.10927580","title":"Guidance on Dataspaces: Development of a Learning Environment for Industrial SMEs","author":[{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"first_name":"Jessica","full_name":"Lamarz, Jessica","last_name":"Lamarz"},{"full_name":"Dohmann, Friederike","last_name":"Dohmann","first_name":"Friederike"},{"first_name":"Pranav Jayant","last_name":"Kulkarni","full_name":"Kulkarni, Pranav Jayant","id":"86782"},{"last_name":"Zerbin","id":"51711","full_name":"Zerbin, Julian","first_name":"Julian"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"}],"date_created":"2026-03-18T07:13:35Z","date_updated":"2026-03-18T07:18:48Z","publisher":"IEEE","citation":{"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>.","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} }","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.","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>"},"year":"2025","quality_controlled":"1","publication_status":"published"},{"keyword":["Data Driven Design","Design Automation","Systems Engineering (SE)","Artificial Intelligence (AI)"],"language":[{"iso":"eng"}],"_id":"56166","user_id":"86782","abstract":[{"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.","lang":"eng"}],"editor":[{"full_name":"Malmqvist, J.","last_name":"Malmqvist","first_name":"J."},{"last_name":"Candi","full_name":"Candi, M.","first_name":"M."},{"first_name":"R.","last_name":"Saemundsson","full_name":"Saemundsson, R."},{"first_name":"F.","full_name":"Bystrom, F.","last_name":"Bystrom"},{"first_name":"O.","full_name":"Isaksson, O.","last_name":"Isaksson"}],"status":"public","type":"conference","publication":"DS 130: Proceedings of NordDesign 2024","title":"Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence","conference":{"name":"NordDesign Conference 2024","start_date":"2024-08-12","end_date":"2024-08-14","location":"Reykjavik"},"doi":"10.35199/NORDDESIGN2024.66","date_updated":"2024-09-17T09:57:07Z","date_created":"2024-09-17T09:56:43Z","author":[{"id":"86782","full_name":"Kulkarni, Pranav Jayant","last_name":"Kulkarni","first_name":"Pranav Jayant"},{"first_name":"Denis","full_name":"Tissen, Denis","id":"44458","last_name":"Tissen"},{"last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","id":"36312","first_name":"Ruslan"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"year":"2024","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>","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>.","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>.","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} }","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.","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>.","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>"},"page":"617-625","publication_status":"epub_ahead","publication_identifier":{"unknown":["978-1-912254-21-7"]},"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"}]}},{"title":"Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence","doi":"10.35199/norddesign2024.66","publisher":"The Design Society","date_updated":"2025-01-31T14:34:07Z","date_created":"2025-01-31T14:33:50Z","author":[{"first_name":"Pranav Jayant","id":"86782","full_name":"Kulkarni, Pranav Jayant","last_name":"Kulkarni"},{"first_name":"Denis","last_name":"Tissen","full_name":"Tissen, Denis","id":"44458"},{"full_name":"Bernijazov, Ruslan","id":"36312","last_name":"Bernijazov","first_name":"Ruslan"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"year":"2024","citation":{"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>.","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>","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} }","short":"P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: Proceedings of NordDesign 2024, The Design Society, 2024.","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>.","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>"},"publication_status":"published","language":[{"iso":"eng"}],"_id":"58479","user_id":"15782","department":[{"_id":"563"}],"status":"public","type":"conference","publication":"Proceedings of NordDesign 2024"}]