Explainable AI in education: Fostering human oversight and shared responsibility by the European Digital Education Hub’s squad on explainable AI in education

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UDC.coleccionInvestigación
UDC.departamentoCiencias da Computación e Tecnoloxías da Información
UDC.grupoInvGrupo Integrado de Enxeñaría (GII)
dc.contributor.authorBellas, Francisco
dc.contributor.otherEuropean Education and Culture Executive Agency
dc.contributor.otherEuropean Digital Education Hub
dc.date.accessioned2025-08-29T09:29:12Z
dc.date.available2025-08-29T09:29:12Z
dc.date.issued2025
dc.description.abstract[Abstract] This report provides an in-depth analysis of explainable artificial intelligence (XAI) in the context of education, with a focus on promoting human oversight, ethical governance, and shared responsibility. It is the outcome of the European Digital Education Hub’s squad (online working group) on XAI in education. The report defines and distinguishes key concepts – transparency, interpretability, explainability, and understandability – positioning them along technical and human-centered dimensions essential for building trustworthy AI systems.
dc.description.sponsorshipThe European Digital Education Hub (EDEH) is an initiative of the European Commission, funded by the Erasmus+ programme (2021-2027) and operated by a consortium of 13 organisations under a service contract with the European Education and Culture Executive Agency (EACEA).
dc.identifier.citationEuropean Commission: European Education and Culture Executive Agency, Explainable AI in education – Fostering human oversight and shared responsibility – By the European Digital Education Hub’s Squad on artificial intelligence in education, Publications Office of the European Union, 2025, https://data.europa.eu/doi/10.2797/6780469
dc.identifier.doi10.2797/6780469
dc.identifier.doi10.2797/7156884
dc.identifier.isbn978-92-9488-969-0
dc.identifier.isbn978-92-9488-970-6
dc.identifier.urihttps://hdl.handle.net/2183/45679
dc.language.isoeng
dc.publisherPublications Office of the European Union
dc.relation.urihttps://data.europa.eu/doi/10.2797/6780469
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.titleExplainable AI in education: Fostering human oversight and shared responsibility by the European Digital Education Hub’s squad on explainable AI in education
dc.title.alternativeExplainable AI in education: Fostering human oversight and shared responsibility: by the European Digital Education Hub’s Squad on artificial intelligence in education
dc.typereport
dspace.entity.typePublication
relation.isAuthorOfPublication509f3434-b513-49a1-87ab-dce7d019f4cd
relation.isAuthorOfPublication.latestForDiscovery509f3434-b513-49a1-87ab-dce7d019f4cd

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