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dc.contributor.author | Gera, Ralucca![]() |
es_ES |
dc.contributor.author | Reith, Mark![]() |
es_ES |
dc.date.accessioned | 2024-07-30T07:33:14Z | |
dc.date.available | 2024-07-30T07:33:14Z | |
dc.date.issued | 2024-06-20 | |
dc.identifier.isbn | 9788413962009 | |
dc.identifier.uri | http://hdl.handle.net/10251/206798 | |
dc.description.abstract | [EN] Learning systems can potentially transform education and training by allowing educators to encourage behavioural changes and internalization of concepts in learners. This paper introduces such an AI-powered model for a personalized learning system, building on our success of hand-curated learning paths to support individualized education. We utilize a network science approach as a construct to create an environment that is supportive of an individualized learning process, presenting an AI-powered framework. This framework is informed by student and faculty interactions with two custom created learning systems, experiences that shaped goals and expectations of the proposed AI-powered method since 2018. This paper contributes to advancing the conversation around AI-powered learning systems and personalizing educational experiences. Our AI-powered model engages learners in their educational journey through individualized and adaptive learning paths, while meeting each learners’ specific learning outcomes. We conclude with open research problems that surfaced from this vision. | es_ES |
dc.format.extent | 8 | es_ES |
dc.language | Inglés | es_ES |
dc.publisher | Editorial Universitat Politècnica de València | es_ES |
dc.relation.ispartof | 10th International Conference on Higher Education Advances (HEAd’24) | |
dc.rights | Reconocimiento - No comercial - Compartir igual (by-nc-sa) | es_ES |
dc.subject | Innovating teaching and learning experiences | es_ES |
dc.subject | AI-powered learning | es_ES |
dc.subject | Personalized learning | es_ES |
dc.subject | Individualized learning | es_ES |
dc.subject | AI-infused education model | es_ES |
dc.title | Envisioning AI-powered Learning Stemming from Piloted Personalized Education | es_ES |
dc.type | Capítulo de libro | es_ES |
dc.type | Comunicación en congreso | es_ES |
dc.identifier.doi | 10.4995/HEAd24.2024.17189 | |
dc.rights.accessRights | Abierto | es_ES |
dc.description.bibliographicCitation | Gera, R.; Reith, M. (2024). Envisioning AI-powered Learning Stemming from Piloted Personalized Education. Editorial Universitat Politècnica de València. https://doi.org/10.4995/HEAd24.2024.17189 | es_ES |
dc.description.accrualMethod | OCS | es_ES |
dc.relation.conferencename | Tenth International Conference on Higher Education Advances | es_ES |
dc.relation.conferencedate | Junio 18-21, 2024 | es_ES |
dc.relation.conferenceplace | València, España | es_ES |
dc.relation.publisherversion | http://ocs.editorial.upv.es/index.php/HEAD/HEAd24/paper/view/17189 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.relation.pasarela | OCS\17189 | es_ES |