{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T02:52:28Z","timestamp":1781837548219,"version":"3.54.5"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032293718","type":"print"},{"value":"9783032293725","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-29372-5_26","type":"book-chapter","created":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T02:49:39Z","timestamp":1781837379000},"page":"282-288","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Web Engineering Method for\u00a0AI-Assisted Knowledge Graph Construction in\u00a0Industrial Domains"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-9362-0278","authenticated-orcid":false,"given":"Maheshika Hansamalee","family":"Walpola","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7981-8504","authenticated-orcid":false,"given":"Sheeba","family":"Samuel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6729-2912","authenticated-orcid":false,"given":"Martin","family":"Gaedke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,20]]},"reference":[{"key":"26_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.106024","author":"TP Carvalho","year":"2019","unstructured":"Carvalho, T.P., et al.: A systematic literature review of machine learning methods applied to predictive maintenance. Comput. Ind. Eng. (2019). https:\/\/doi.org\/10.1016\/j.cie.2019.106024","journal-title":"Comput. Ind. Eng."},{"key":"26_CR2","doi-asserted-by":"publisher","unstructured":"L\u00e9cu\u00e9, F.: On the role of knowledge graphs in explainable AI. Semant. Web. 41\u201351 (2020). https:\/\/doi.org\/10.3233\/SW-190374","DOI":"10.3233\/SW-190374"},{"key":"26_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2021.103627","author":"I Tiddi","year":"2022","unstructured":"Tiddi, I., et al.: Knowledge graphs as tools for explainable machine learning: a survey. Artif. Intell. (2022). https:\/\/doi.org\/10.1016\/j.artint.2021.103627","journal-title":"Artif. Intell."},{"key":"26_CR4","doi-asserted-by":"publisher","unstructured":"Chatterjee, J., et al.: XAI4Wind: a multimodal knowledge graph database for explainable decision support in operations & maintenance of wind turbines. arXiv preprint arXiv:2012.10489 (2020). https:\/\/doi.org\/10.48550\/arXiv.2012.10489","DOI":"10.48550\/arXiv.2012.10489"},{"key":"26_CR5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3070395","author":"G Buchgeher","year":"2021","unstructured":"Buchgeher, G., et al.: Knowledge graphs in manufacturing and production: a systematic literature review. IEEE Access (2021). https:\/\/doi.org\/10.1109\/ACCESS.2021.3070395","journal-title":"IEEE Access"},{"key":"26_CR6","doi-asserted-by":"publisher","unstructured":"Kommineni, V.K., et al.: From human experts to machines: an LLM supported approach to ontology and knowledge graph construction. arXiv preprint arXiv:2403.08345 (2024). https:\/\/doi.org\/10.48550\/arXiv.2403.08345","DOI":"10.48550\/arXiv.2403.08345"},{"key":"26_CR7","doi-asserted-by":"publisher","unstructured":"Giglou, H.B., et al.: LLMs4OL: large language models for ontology learning. In: Payne, T.R., et al. (eds.) ISWC 2023, pp.\u00a0408\u2013427 (2023). https:\/\/doi.org\/10.1007\/978-3-031-47240-4_22","DOI":"10.1007\/978-3-031-47240-4_22"},{"key":"26_CR8","doi-asserted-by":"publisher","unstructured":"Wright, J., et al.: Sch\u00edmatos: a SHACL-based web-form generator for knowledge graph editing. In: Pan, J.Z., et al. (eds.) ISWC 2020, pp.\u00a065\u201380 (2020). https:\/\/doi.org\/10.1007\/978-3-030-62466-8_5","DOI":"10.1007\/978-3-030-62466-8_5"},{"key":"26_CR9","doi-asserted-by":"publisher","unstructured":"Fischer, G.: End-user development: empowering stakeholders with artificial intelligence, meta-design, and cultures of participation. In: IS-EUD 2021, pp.\u00a01\u201316 (2021). https:\/\/doi.org\/10.1007\/978-3-030-79840-6_1","DOI":"10.1007\/978-3-030-79840-6_1"},{"key":"26_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2025.100862","author":"C Shimizu","year":"2025","unstructured":"Shimizu, C., et al.: Accelerating knowledge graph and ontology engineering with large language models. J. Web Semant. (2025). https:\/\/doi.org\/10.1016\/j.websem.2025.100862","journal-title":"J. Web Semant."},{"key":"26_CR11","doi-asserted-by":"publisher","unstructured":"Hevner, A.R., et al.: Design science in information systems research. MIS Q. 75\u2013105 (2004). https:\/\/doi.org\/10.2307\/25148625","DOI":"10.2307\/25148625"},{"key":"26_CR12","doi-asserted-by":"publisher","unstructured":"Pan, S., et al.: Unifying large language models and knowledge graphs: a roadmap. IEEE Trans. Knowl. Data Eng. 3580\u20133599 (2024). https:\/\/doi.org\/10.1109\/TKDE.2024.3352100","DOI":"10.1109\/TKDE.2024.3352100"},{"key":"26_CR13","doi-asserted-by":"publisher","unstructured":"Breque, M., et al.: Industry 5.0: towards a sustainable, human-centric and resilient European industry. Technical Report, European Commission (2021). https:\/\/doi.org\/10.2777\/308407","DOI":"10.2777\/308407"}],"container-title":["Lecture Notes in Computer Science","Web Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-29372-5_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T02:49:40Z","timestamp":1781837380000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-29372-5_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032293718","9783032293725"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-29372-5_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"20 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ICWE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lyon","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 June 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icwe2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icwe2026.webengineering.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}