[{"language":[{"iso":"eng"}],"doi":"10.1007/978-3-032-14518-5_3","title":"What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding","year":"2026","publication_identifier":{"issn":["1865-1348","1865-1356"],"isbn":["9783032145178","9783032145185"]},"author":[{"full_name":"Werth, Oliver","last_name":"Werth","first_name":"Oliver"},{"id":"43136","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"full_name":"Uslar, Mathias","last_name":"Uslar","first_name":"Mathias"},{"id":"51711","full_name":"Zerbin, Julian","first_name":"Julian","last_name":"Zerbin"}],"date_updated":"2026-03-18T07:12:49Z","publication_status":"published","date_created":"2026-01-27T11:56:10Z","keyword":["Industry 4.0","Taxonomy","Data spaces","Characterization"],"type":"conference","department":[{"_id":"563"}],"publication":"Lecture Notes in Business Information Processing","abstract":[{"lang":"eng","text":"Data spaces are receiving an emerging interest in Information Systems Research and industry practice. They are central to many European research initiatives and shape the data economy in Industry 4.0. Generally, they aim to create secure environments for cross-organizational data management and sharing. Currently, there is considerable interest in developing new data spaces in Industry 4.0, also accelerated through regulatory changes. However, key questions about what precisely characterizes a data space in Industry 4.0 remain unresolved. Against this backdrop, we build a taxonomy of data spaces in the Industry 4.0 context. We identified nine distinctive dimensions and 40 corresponding characteristics among the 19 data spaces analyzed. The taxonomy enables clearer classification and nomenclature of data spaces in this context. This short paper will ignite planned further research on data spaces in Industry 4.0 and contribute to a conceptualization of a taxonomic theory for interested researchers."}],"_id":"63754","publisher":"Springer Nature Switzerland","user_id":"51711","status":"public","conference":{"end_date":"2025-11-26","location":"Stuttgart, Germany","name":"16th International Conference on Software Business (ICSOB 2025)","start_date":"2025-11-24"},"place":"Cham","citation":{"bibtex":"@inproceedings{Werth_Koldewey_Uslar_Zerbin_2026, place={Cham}, title={What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">10.1007/978-3-032-14518-5_3</a>}, booktitle={Lecture Notes in Business Information Processing}, publisher={Springer Nature Switzerland}, author={Werth, Oliver and Koldewey, Christian and Uslar, Mathias and Zerbin, Julian}, year={2026} }","ama":"Werth O, Koldewey C, Uslar M, Zerbin J. What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding. In: <i>Lecture Notes in Business Information Processing</i>. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">10.1007/978-3-032-14518-5_3</a>","mla":"Werth, Oliver, et al. “What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding.” <i>Lecture Notes in Business Information Processing</i>, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">10.1007/978-3-032-14518-5_3</a>.","chicago":"Werth, Oliver, Christian Koldewey, Mathias Uslar, and Julian Zerbin. “What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding.” In <i>Lecture Notes in Business Information Processing</i>. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">https://doi.org/10.1007/978-3-032-14518-5_3</a>.","short":"O. Werth, C. Koldewey, M. Uslar, J. Zerbin, in: Lecture Notes in Business Information Processing, Springer Nature Switzerland, Cham, 2026.","ieee":"O. Werth, C. Koldewey, M. Uslar, and J. Zerbin, “What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding,” presented at the 16th International Conference on Software Business (ICSOB 2025), Stuttgart, Germany, 2026, doi: <a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">10.1007/978-3-032-14518-5_3</a>.","apa":"Werth, O., Koldewey, C., Uslar, M., &#38; Zerbin, J. (2026). What Characterizes Data Spaces in Industry 4.0? Towards a Better Understanding. <i>Lecture Notes in Business Information Processing</i>. 16th International Conference on Software Business (ICSOB 2025), Stuttgart, Germany. <a href=\"https://doi.org/10.1007/978-3-032-14518-5_3\">https://doi.org/10.1007/978-3-032-14518-5_3</a>"},"quality_controlled":"1"},{"publication":"Lecture Notes in Computer Science","citation":{"short":"C. Koldewey, C.M. Avermeyer, H. van der Valk, J. Zerbin, R. Dumitrescu, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2026.","chicago":"Koldewey, Christian, Celina Maleen Avermeyer, Hendrik van der Valk, Julian Zerbin, and Roman Dumitrescu. “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">https://doi.org/10.1007/978-3-032-28313-9_18</a>.","apa":"Koldewey, C., Avermeyer, C. M., van der Valk, H., Zerbin, J., &#38; Dumitrescu, R. (2026). Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems. In <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">https://doi.org/10.1007/978-3-032-28313-9_18</a>","ieee":"C. Koldewey, C. M. Avermeyer, H. van der Valk, J. Zerbin, and R. Dumitrescu, “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems,” in <i>Lecture Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2026.","ama":"Koldewey C, Avermeyer CM, van der Valk H, Zerbin J, Dumitrescu R. Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems. In: <i>Lecture Notes in Computer Science</i>. Springer Nature Switzerland; 2026. doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>","bibtex":"@inbook{Koldewey_Avermeyer_van der Valk_Zerbin_Dumitrescu_2026, place={Cham}, title={Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Koldewey, Christian and Avermeyer, Celina Maleen and van der Valk, Hendrik and Zerbin, Julian and Dumitrescu, Roman}, year={2026} }","mla":"Koldewey, Christian, et al. “Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems.” <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2026, doi:<a href=\"https://doi.org/10.1007/978-3-032-28313-9_18\">10.1007/978-3-032-28313-9_18</a>."},"type":"book_chapter","department":[{"_id":"563"}],"place":"Cham","date_created":"2026-06-11T11:25:01Z","date_updated":"2026-06-11T11:25:49Z","publication_status":"published","title":"Fundamental Patterns – A Taxonomy for Archetype Development in Information Systems","status":"public","year":"2026","author":[{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","full_name":"Koldewey, Christian","id":"43136"},{"last_name":"Avermeyer","first_name":"Celina Maleen","full_name":"Avermeyer, Celina Maleen","id":"84783"},{"full_name":"van der Valk, Hendrik","last_name":"van der Valk","first_name":"Hendrik"},{"last_name":"Zerbin","first_name":"Julian","full_name":"Zerbin, Julian","id":"51711"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783032283122","9783032283139"]},"doi":"10.1007/978-3-032-28313-9_18","user_id":"15782","_id":"65835","language":[{"iso":"eng"}],"publisher":"Springer Nature Switzerland"},{"year":"2026","title":"Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte","publication_identifier":{"issn":["2511-0896","0947-0085"]},"author":[{"orcid":"0009-0001-1003-7558","last_name":"Zerbin","first_name":"Julian","full_name":"Zerbin, Julian","id":"51711"},{"full_name":"Grünwoldt, Max","first_name":"Max","last_name":"Grünwoldt"},{"id":"43136","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"publication_status":"published","date_updated":"2026-10-13T08:02:04Z","article_type":"original","intvolume":"       121","language":[{"iso":"ger"}],"doi":"10.1515/zwf-2026-1077","issue":"6","publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","abstract":[{"lang":"ger","text":"Der Beitrag stellt einen Online-Quick-Check vor, der KMU einen niedrigschwelligen Einstieg in industrielle Datenräume ermöglicht. Der Check kombiniert eine zweidimensionale Einschätzung der Readiness (strategisch/technologisch) mit einer Mehrwert-Priorisierung zur Ableitung passender Use Cases. In einer Pilotierung (n = 19) zeigen sich v. a. Defizite bei der Vernetzung, den datenbasierten Entscheidungen und Datenrollen; priorisiert werden Mehrwerte in Planung, Qualität und Effizienz."}],"date_created":"2026-06-29T07:18:52Z","keyword":["KMU","Data Space","Data Sharing","Industrie 4.0","Datensouveränität","Readiness"],"type":"journal_article","department":[{"_id":"563"}],"status":"public","page":"458-462","_id":"66070","publisher":"Walter de Gruyter GmbH","user_id":"51711","volume":121,"citation":{"bibtex":"@article{Zerbin_Grünwoldt_Koldewey_Dumitrescu_2026, title={Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte}, volume={121}, DOI={<a href=\"https://doi.org/10.1515/zwf-2026-1077\">10.1515/zwf-2026-1077</a>}, number={6}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de Gruyter GmbH}, author={Zerbin, Julian and Grünwoldt, Max and Koldewey, Christian and Dumitrescu, Roman}, year={2026}, pages={458–462} }","ama":"Zerbin J, Grünwoldt M, Koldewey C, Dumitrescu R. Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. 2026;121(6):458-462. doi:<a href=\"https://doi.org/10.1515/zwf-2026-1077\">10.1515/zwf-2026-1077</a>","mla":"Zerbin, Julian, et al. “Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte.” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 121, no. 6, Walter de Gruyter GmbH, 2026, pp. 458–62, doi:<a href=\"https://doi.org/10.1515/zwf-2026-1077\">10.1515/zwf-2026-1077</a>.","short":"J. Zerbin, M. Grünwoldt, C. Koldewey, R. Dumitrescu, Zeitschrift für wirtschaftlichen Fabrikbetrieb 121 (2026) 458–462.","chicago":"Zerbin, Julian, Max Grünwoldt, Christian Koldewey, and Roman Dumitrescu. “Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte.” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i> 121, no. 6 (2026): 458–62. <a href=\"https://doi.org/10.1515/zwf-2026-1077\">https://doi.org/10.1515/zwf-2026-1077</a>.","ieee":"J. Zerbin, M. Grünwoldt, C. Koldewey, and R. Dumitrescu, “Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 121, no. 6, pp. 458–462, 2026, doi: <a href=\"https://doi.org/10.1515/zwf-2026-1077\">10.1515/zwf-2026-1077</a>.","apa":"Zerbin, J., Grünwoldt, M., Koldewey, C., &#38; Dumitrescu, R. (2026). Ein Quick-Check für Industrielle Datenräume – Voraussetzungen und Mehrwerte. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, <i>121</i>(6), 458–462. <a href=\"https://doi.org/10.1515/zwf-2026-1077\">https://doi.org/10.1515/zwf-2026-1077</a>"},"quality_controlled":"1"},{"publication_status":"published","date_updated":"2026-10-13T08:03:09Z","author":[{"full_name":"Zerbin, Julian","last_name":"Zerbin","orcid":"0009-0001-1003-7558","first_name":"Julian","id":"51711"},{"full_name":"Koldewey, Christian","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"conference":{"name":"The 34th European Conference on Information System (ECIS)","start_date":"2026-06-14","location":"Mailand","end_date":"2026-06-17"},"status":"public","year":"2026","title":"Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review","user_id":"51711","language":[{"iso":"eng"}],"_id":"66071","main_file_link":[{"url":"https://aisel.aisnet.org/ecis2026/datasc_isresearch/datasc_isresearch/3 "}],"quality_controlled":"1","abstract":[{"lang":"eng","text":"Data ecosystems offer new opportunities for value creation by enabling companies to combine and reuse\r\ndata beyond their own boundaries. Coopetition, i.e., simultaneous cooperation and competition, is an\r\nimportant dynamic within data ecosystems that must be understood and managed well to leverage the\r\nnon-rivalrous nature of data. A systematic literature review of 38 peer-reviewed studies on ecosystems\r\nand coopetition was conducted to clarify how coopetition affects data ecosystems. Using qualitative\r\ncontent analysis, the study summarizes how coopetition is calibrated, what results it produces, and what\r\nchallenges are associated with it. The resulting Data Ecosystem Coopetition (DECo) model specifies\r\nfour management levers, as well as the associated outcomes and common challenges. In addition, six\r\ncycles were identified that link levers, challenges, and outcomes. These cycles provide concise guidance\r\non elements that tend to vary together and highlight areas that are prone to specific tensions."}],"citation":{"bibtex":"@inproceedings{Zerbin_Koldewey_Dumitrescu_2026, title={Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review}, booktitle={ECIS 2026 Proceedings}, author={Zerbin, Julian and Koldewey, Christian and Dumitrescu, Roman}, year={2026} }","ama":"Zerbin J, Koldewey C, Dumitrescu R. Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review. In: <i>ECIS 2026 Proceedings</i>. ; 2026.","mla":"Zerbin, Julian, et al. “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review.” <i>ECIS 2026 Proceedings</i>, 2026.","chicago":"Zerbin, Julian, Christian Koldewey, and Roman Dumitrescu. “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review.” In <i>ECIS 2026 Proceedings</i>, 2026.","short":"J. Zerbin, C. Koldewey, R. Dumitrescu, in: ECIS 2026 Proceedings, 2026.","ieee":"J. Zerbin, C. Koldewey, and R. Dumitrescu, “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review,” presented at the The 34th European Conference on Information System (ECIS), Mailand, 2026.","apa":"Zerbin, J., Koldewey, C., &#38; Dumitrescu, R. (2026). Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review. <i>ECIS 2026 Proceedings</i>. The 34th European Conference on Information System (ECIS), Mailand."},"publication":"ECIS 2026 Proceedings","department":[{"_id":"563"}],"type":"conference","keyword":["data sharing","interfirm relations","paradox theory","strategic alliances","network governance"],"date_created":"2026-06-29T07:34:44Z"},{"date_created":"2026-06-29T07:47:42Z","department":[{"_id":"563"}],"keyword":["Data spaces","data trustees","SME Onboarding","data sharing"],"type":"conference","citation":{"mla":"Hupperz, Marius Johannes, et al. “Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces.” <i>AMCIS 2026 Proceedings</i>, 2026.","ama":"Hupperz MJ, Zerbin J, Kunert J. Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces. In: <i>AMCIS 2026 Proceedings</i>. ; 2026.","bibtex":"@inproceedings{Hupperz_Zerbin_Kunert_2026, title={Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces}, booktitle={AMCIS 2026 Proceedings}, author={Hupperz, Marius Johannes and Zerbin, Julian and Kunert, Julia}, year={2026} }","apa":"Hupperz, M. J., Zerbin, J., &#38; Kunert, J. (2026). Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces. <i>AMCIS 2026 Proceedings</i>. America’s Conference on Information Systems (AMCIS) 2026, Reno - Nevada.","ieee":"M. J. Hupperz, J. Zerbin, and J. Kunert, “Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces,” presented at the America’s Conference on Information Systems (AMCIS) 2026, Reno - Nevada, 2026.","short":"M.J. Hupperz, J. Zerbin, J. Kunert, in: AMCIS 2026 Proceedings, 2026.","chicago":"Hupperz, Marius Johannes, Julian Zerbin, and Julia Kunert. “Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces.” In <i>AMCIS 2026 Proceedings</i>, 2026."},"publication":"AMCIS 2026 Proceedings","abstract":[{"text":"Data-driven business models are transforming industries, yet small and medium-sized enterprises (SMEs) often lack the resources to participate in emerging data sharing initiatives. Data spaces provide a federated infrastructure for sovereign data sharing, but SME participation remains limited due to complex onboarding processes involving technical, organizational, legal, and economic barriers. Data trustees have been proposed as intermediaries to facilitate data sharing, but their specific role in supporting SME onboarding has not been systematically explored. Here we present a reference process for SME data space onboarding and derive four design principles, structured along the TELO framework, describing how data trustees can address these barriers. Our findings reveal that SMEs require comprehensive support throughout the onboarding journey, with particular emphasis on business case development. The results offer actionable guidance for data space operators and policymakers seeking to broaden ecosystem participation as the European Union advances its data strategy.","lang":"eng"}],"quality_controlled":"1","language":[{"iso":"eng"}],"_id":"66073","main_file_link":[{"url":"https://aisel.aisnet.org/amcis2026/sigadit/sigadit/5 "}],"user_id":"51711","conference":{"location":"Reno - Nevada","start_date":"2026-08-20","name":"America’s Conference on Information Systems (AMCIS) 2026","end_date":"2026-08-22"},"author":[{"full_name":"Hupperz, Marius Johannes","first_name":"Marius Johannes","last_name":"Hupperz"},{"orcid":"0009-0001-1003-7558","last_name":"Zerbin","first_name":"Julian","full_name":"Zerbin, Julian","id":"51711"},{"full_name":"Kunert, Julia","last_name":"Kunert","first_name":"Julia"}],"title":"Toward Design Principles for Data Trustee-Supported SME Onboarding in Data Spaces","year":"2026","status":"public","date_updated":"2026-10-13T08:02:50Z","publication_status":"published"},{"user_id":"51711","language":[{"iso":"eng"}],"_id":"66072","main_file_link":[{"url":"https://aisel.aisnet.org/ecis2026/datasc_isresearch/datasc_isresearch/4 "}],"date_updated":"2026-10-13T08:03:06Z","publication_status":"published","conference":{"start_date":"2026-06-14","name":"The 34th European Conference on Information System (ECIS)","location":"Mailand","end_date":"2026-06-17"},"author":[{"id":"51711","full_name":"Zerbin, Julian","last_name":"Zerbin","orcid":"0009-0001-1003-7558","first_name":"Julian"},{"id":"43136","first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"}],"year":"2026","title":"The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces","status":"public","department":[{"_id":"563"}],"keyword":["data ecosystems","business model","design science","resource orchestration theory","data sharing"],"type":"conference","date_created":"2026-06-29T07:40:42Z","quality_controlled":"1","abstract":[{"text":"Data Spaces are establishing themselves as a decentralized alternative for sovereign data sharing across organizations. However, their adoption faces significant challenges, particularly the lack of proven business models that encourage participation and value creation. A data space business model captures value differently than either traditional business models or platform business models. This paper addresses this challenge by developing the Data Space Canvas, a structured framework for designing and aligning business models in data spaces consisting of nine building blocks. The canvas was developed following the design science research methodology. The modular and role-specific structure of the Data Space Canvas facilitates shared understanding and supports business model development across participants. This research contributes a practical tool that enables organizations to conceptualize, communicate, and refine their role and business model in data spaces.","lang":"eng"}],"citation":{"ama":"Zerbin J, Koldewey C, Dumitrescu R. The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces. In: <i>ECIS 2026 Proceedings</i>. ; 2026.","bibtex":"@inproceedings{Zerbin_Koldewey_Dumitrescu_2026, title={The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces}, booktitle={ECIS 2026 Proceedings}, author={Zerbin, Julian and Koldewey, Christian and Dumitrescu, Roman}, year={2026} }","mla":"Zerbin, Julian, et al. “The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces.” <i>ECIS 2026 Proceedings</i>, 2026.","chicago":"Zerbin, Julian, Christian Koldewey, and Roman Dumitrescu. “The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces.” In <i>ECIS 2026 Proceedings</i>, 2026.","short":"J. Zerbin, C. Koldewey, R. Dumitrescu, in: ECIS 2026 Proceedings, 2026.","apa":"Zerbin, J., Koldewey, C., &#38; Dumitrescu, R. (2026). The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces. <i>ECIS 2026 Proceedings</i>. The 34th European Conference on Information System (ECIS), Mailand.","ieee":"J. Zerbin, C. Koldewey, and R. Dumitrescu, “The Data Space Canvas: A Framework For Structuring Business Models In Data Spaces,” presented at the The 34th European Conference on Information System (ECIS), Mailand, 2026."},"publication":"ECIS 2026 Proceedings"},{"_id":"58763","language":[{"iso":"eng"}],"publisher":"IEEE","doi":"10.1109/ictmod63116.2024.10878227","user_id":"51711","title":"Using SysML as a Modelling Language for Dataspaces","year":"2025","status":"public","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"},"author":[{"id":"86782","first_name":"Pranav Jayant","last_name":"Kulkarni","full_name":"Kulkarni, Pranav Jayant"},{"id":"51711","full_name":"Zerbin, Julian","last_name":"Zerbin","first_name":"Julian"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136"},{"id":"36312","last_name":"Bernijazov","first_name":"Ruslan","full_name":"Bernijazov, Ruslan"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_updated":"2026-01-30T09:05:24Z","publication_status":"published","date_created":"2025-02-21T15:25:13Z","keyword":["Dataspaces","Modelling","SysML","Gaia-X","System Specification"],"type":"conference","department":[{"_id":"563"}],"publication":"2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","citation":{"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>.","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>","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>.","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} }","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>"},"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"}],"quality_controlled":"1"},{"citation":{"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} }","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>","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.","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>.","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>","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>."},"publication":"2024 6th International Conference on Control and Robotics (ICCR)","quality_controlled":"1","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"}],"date_created":"2026-03-18T07:13:35Z","department":[{"_id":"563"}],"type":"conference","conference":{"location":"Yokohama, Japan ","start_date":"2024-12-05","name":"6th International Conference on Control and Robotics (ICCR)","end_date":"2024-12-07"},"author":[{"first_name":"Jonas","last_name":"Lick","full_name":"Lick, Jonas"},{"full_name":"Lamarz, Jessica","last_name":"Lamarz","first_name":"Jessica"},{"last_name":"Dohmann","first_name":"Friederike","full_name":"Dohmann, Friederike"},{"id":"86782","last_name":"Kulkarni","first_name":"Pranav Jayant","full_name":"Kulkarni, Pranav Jayant"},{"full_name":"Zerbin, Julian","last_name":"Zerbin","first_name":"Julian","id":"51711"},{"id":"43136","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","last_name":"Koldewey"}],"status":"public","title":"Guidance on Dataspaces: Development of a Learning Environment for Industrial SMEs","year":"2025","date_updated":"2026-03-18T07:18:48Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"65038","publisher":"IEEE","doi":"10.1109/iccr64365.2024.10927580","user_id":"51711"}]