Towards interdisciplinary approaches combining AI and 2D/3D: Designing a digital environment for the virtual reconstruction of a lost medieval church using a historical ontology

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dc.contributor.authorLaroche, Florenten_US
dc.contributor.authorVilain, Ambreen_US
dc.contributor.authorVauxion, Mathisen_US
dc.contributor.authorChenadec, Elouarn Leen_US
dc.contributor.editorCampana, Stefanoen_US
dc.contributor.editorFerdani, Danieleen_US
dc.contributor.editorGraf, Holgeren_US
dc.contributor.editorGuidi, Gabrieleen_US
dc.contributor.editorHegarty, Zackaryen_US
dc.contributor.editorPescarin, Sofiaen_US
dc.contributor.editorRemondino, Fabioen_US
dc.date.accessioned2025-09-05T20:06:11Z
dc.date.available2025-09-05T20:06:11Z
dc.date.issued2025
dc.description.abstractThis article explores the intersection of artificial intelligence (AI), 3D modeling, and historical ontology in the context of digital heritage. It presents an interdisciplinary methodology designed to enhance the accuracy and epistemological transparency of virtual reconstructions, using the lost Cordeliers Church of Nantes as a case study. Generative AI models, supported by curated databases and structured ontologies (OMeKA-S), are used to produce historically grounded visual hypotheses. The process includes source verification, bias analysis, and an iterative evaluation protocol by domain experts. The study also examines the ethical and methodological implications of using AI in the humanities, advocating for transparent, explainable, and human-centered AI workflows. By combining technical innovation with heritage expertise, this work offers a reproducible framework for digital museography and future research in the digital humanities.en_US
dc.description.sectionheadersDigitization and Segmentation
dc.description.seriesinformationDigital Heritage
dc.identifier.doi10.2312/dh.20253170
dc.identifier.isbn978-3-03868-277-6
dc.identifier.pages8 pages
dc.identifier.urihttps://doi.org/10.2312/dh.20253170
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/dh20253170
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Information systems → Information retrieval → Users and interactive retrieval Human-centered computing Computing methodologies → Artificial intelligence
dc.subjectInformation systems → Information retrieval → Users and interactive retrieval Human
dc.subjectcentered computing Computing methodologies → Artificial intelligence
dc.titleTowards interdisciplinary approaches combining AI and 2D/3D: Designing a digital environment for the virtual reconstruction of a lost medieval church using a historical ontologyen_US
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