{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T13:13:14Z","timestamp":1770469994533,"version":"3.49.0"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031807596","type":"print"},{"value":"9783031807602","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-80760-2_2","type":"book-chapter","created":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T03:06:53Z","timestamp":1739329613000},"page":"23-40","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Digital Twin Data Broker with\u00a0Assisted Mapping into a\u00a0Knowledge Base"],"prefix":"10.1007","author":[{"given":"Thomas","family":"Schmeyer","sequence":"first","affiliation":[]},{"given":"Kai","family":"Kr\u00e4mer","sequence":"additional","affiliation":[]},{"given":"Anna-Lena","family":"Peh","sequence":"additional","affiliation":[]},{"given":"Boris","family":"Brandherm","sequence":"additional","affiliation":[]},{"given":"Margarita","family":"Chikobava","sequence":"additional","affiliation":[]},{"given":"Gian-Lucca","family":"Kiefer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,2,13]]},"reference":[{"key":"2_CR1","unstructured":"Gr\u00fcner S., Neidig J., Orzelski A., Pollmeier S.: Asset administration shell reading guide, March 2023. https:\/\/industrialdigitaltwin.org\/wp-content\/uploads\/2022\/11\/2022-11-03_IDTA_AAS-Reading-Guide.pdf. Accessed 12 Apr 2024"},{"key":"2_CR2","doi-asserted-by":"publisher","unstructured":"Booshehri M., Emele L., et al.: Introducing the open energy ontology: enhancing data interpretation and interfacing in energy systems analysis. Energy AI 5, 100074 (2021). ISSN 2666-5468. https:\/\/doi.org\/10.1016\/j.egyai.2021.100074","DOI":"10.1016\/j.egyai.2021.100074"},{"key":"2_CR3","doi-asserted-by":"publisher","unstructured":"Meiser M., Duppe B., Zinnikus I.: Generation of meaningful synthetic sensor data - evaluated with a reliable transferability methodology. Energy AI 15 (2023). https:\/\/doi.org\/10.1016\/j.egyai.2023.100308","DOI":"10.1016\/j.egyai.2023.100308"},{"key":"2_CR4","doi-asserted-by":"publisher","unstructured":"Brandherm, B., Deru, M., Ndiaye, A, Kiefer, G., Baus, J., Gampfer, R.: Integration of renewable energies\u2014AI-based prediction methods for electricity generation from photovoltaic systems. In: Barton, T., M\u00fcller, C. (eds.) Apply Data Science: Introduction, Applications and Projects, GER 2023, pp. 137\u2013158. Springer Fachmedien, Wiesbaden, Germany (2023). ISBN 978-3-658-38798-3. https:\/\/doi.org\/10.1007\/978-3-658-38798-3_9","DOI":"10.1007\/978-3-658-38798-3_9"},{"key":"2_CR5","doi-asserted-by":"publisher","unstructured":"Schmeyer, T.A., et al.: Assistance system for ai-based monitoring and prediction in smart grids. In: 2023 Human Computer Interaction International Conferences (HCII-2023). Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-36001-5_65","DOI":"10.1007\/978-3-031-36001-5_65"},{"key":"2_CR6","unstructured":"European Commission: Accelerating the digital transformation of the European energy system. https:\/\/digital-strategy.ec.europa.eu\/en\/policies\/digitalisation-energy. Accessed 12 Apr 2024"},{"key":"2_CR7","doi-asserted-by":"publisher","unstructured":"Ismail, F.B., Al-Faiz, H., Hasini, H., Al-Bazi, A., Kazem, H.A.: A comprehensive review of the dynamic applications of the digital twin technology across diverse energy sectors. Energy Strategy Rev. 52, 101334 (2024). ISSN 2211-467X. https:\/\/doi.org\/10.1016\/j.esr.2024.101334","DOI":"10.1016\/j.esr.2024.101334"},{"key":"2_CR8","doi-asserted-by":"publisher","unstructured":"Bader, S., Maleshkova, M.: The semantic asset administration shell (2019). https:\/\/doi.org\/10.1007\/978-3-030-33220-4_12","DOI":"10.1007\/978-3-030-33220-4_12"},{"key":"2_CR9","doi-asserted-by":"publisher","unstructured":"Huang Y., Dhouib S., Medinacelli L. P., Malenfant J.: Enabling semantic interoperability of asset administration shells through an ontology-based modeling method. In: Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, MODELS 2022, pp. 497\u2013502. Association for Computing Machinery, New York, NY, USA (2022). https:\/\/doi.org\/10.1145\/3550356.3561606","DOI":"10.1145\/3550356.3561606"},{"key":"2_CR10","doi-asserted-by":"publisher","unstructured":"Rongen, S., Nikolova, N., van der Pas, M.: Modelling with AAS and RDF in Industry 4.0. Comput. Ind. 148, 103910 (2023). ISSN 0166-3615. https:\/\/doi.org\/10.1016\/j.compind.2023.103910","DOI":"10.1016\/j.compind.2023.103910"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Lehnert, C., Engel, G., Steininger, H., Drath, R., Greiner, T.: A hierarchical domain-specific language for cyber-physical production systems integrating asset administration shells. In: IEEE 26th International Conference on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden, SWE, pp. 01\u201304 (2021)","DOI":"10.1109\/ETFA45728.2021.9613428"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Xia, Y., Xiao, Z., Jazdi, N., Weyrich, M.: Generation of asset administration shell with large language model agents: towards semantic interoperability in digital twins in the context of Industry 4.0, March 2024. https:\/\/arxiv.org\/abs\/2403.17209","DOI":"10.1109\/ACCESS.2024.3415470"},{"key":"2_CR13","doi-asserted-by":"publisher","unstructured":"Luxenburger, A., Porta, D., Knoch, S., Mohr, J., Schwartz, T.: A service infrastructure for Industrie 4.0 testbeds based on asset administration shells. In: IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), Sinaia, Romania, ROU, pp. 1\u20138 (2023). https:\/\/doi.org\/10.1109\/ETFA54631.2023.10275335","DOI":"10.1109\/ETFA54631.2023.10275335"},{"key":"2_CR14","unstructured":"Industrial Digital Twin Association e.V., AAS-Specs: Resource Description Framework. https:\/\/github.com\/admin-shell-io\/aas-specs\/tree\/master\/schemas\/rdf. Accessed 29 May 2024"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Spear, A., Ceusters, W., Smith, B.: Functions in basic formal ontology. Appl. Ontol., 103\u2013128 (2016)","DOI":"10.3233\/AO-160164"},{"key":"2_CR16","unstructured":"Industrial Digital Twin Association: IDTA Submodel Templates published. https:\/\/industrialdigitaltwin.org\/en\/news-dates\/publication-of-idta-submodel-templates-4071. Accessed 03 Jun 2024"},{"key":"2_CR17","unstructured":"Neo4j: neosemantics (n10s): Neo4j RDF & Semantics toolkit. https:\/\/neo4j.com\/labs\/neosemantics\/. Accessed 16 May 2024"},{"key":"2_CR18","unstructured":"Singhal, A., Google, Inc.: Modern information retrieval: a brief overview. IEEE Data Eng. Bull. 24, 35\u201344 (2021)"},{"key":"2_CR19","unstructured":"Hugging Face: BERT-base-uncased. https:\/\/huggingface.co\/google-bert\/bert-base-uncased. Accessed 17 May 2024"},{"key":"2_CR20","unstructured":"Bechhofer, S., et al.: W3C-OWL web ontology language reference. https:\/\/www.w3.org\/TR\/owl-ref\/. Accessed 17 May 2024"},{"key":"2_CR21","unstructured":"Saryerwinnie, J.: JMESPath: JMESPath Libraries. https:\/\/jmespath.org\/libraries.html. Accessed 23 May 2024"},{"key":"2_CR22","unstructured":"National Academy of Science and Engineering: Gaia-X Hub Germany. https:\/\/gaia-x-hub.de\/en\/. Accessed 23 May 2024"},{"key":"2_CR23","unstructured":"Eclipse: GitHub: AASX Package Explorer. https:\/\/github.com\/eclipse-aaspe\/package-explorer. Accessed 24 May 2024"},{"key":"2_CR24","unstructured":"Eclipse BaSyx$$^{TM}$$: GitHub: eclipse-basyx. https:\/\/github.com\/eclipse-basyx. Accessed 24 May 2024"},{"key":"2_CR25","unstructured":"Chase, A., et al.: Multimodales Fenster in die Vergangenheit der ehemaligen Vau-ban-Festung Saarlouis mittels ChatGPT. In: Barton T., M\u00fcller C. (eds.) Angewandte Wirtschaftsinformatik - Generative KI im Kontext der Wirtschaftsinformatik, December 2024, pp. 1\u201319, Springer Vieweg, Wiesbaden, Germany, GER (2024, to appear)"}],"container-title":["Communications in Computer and Information Science","Innovative Intelligent Industrial Production and Logistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-80760-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T03:07:03Z","timestamp":1739329623000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-80760-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031807596","9783031807602"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-80760-2_2","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"13 February 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IN4PL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Innovative Intelligent Industrial Production and Logistics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Porto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"in4pl2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/in4pl.scitevents.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}