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Recommending Learning Videos for MOOCs and Flipped Classrooms

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Recommending Learning Videos for MOOCs and Flipped Classrooms

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dc.contributor.author Jordán, Jaume es_ES
dc.contributor.author Valero Cubas, Soledad es_ES
dc.contributor.author Turró, Carlos es_ES
dc.contributor.author Botti Navarro, Vicente Juan es_ES
dc.date.accessioned 2021-12-27T08:37:07Z
dc.date.available 2021-12-27T08:37:07Z
dc.date.issued 2020-10-09 es_ES
dc.identifier.isbn 978-3-030-49777-4 es_ES
dc.identifier.uri http://hdl.handle.net/10251/178897
dc.description.abstract [EN] New teaching approaches are emerging in higher education, such as flipped classrooms. In addition, academic institutions are offering new types of training like Massive Online Open Courses. Both of these new ways of education require high-quality learning objects for their success, with learning videos being the most common to provide theoretical concepts. This paper describes a hybrid learning recommender system based on content-based techniques, which is able to recommend useful videos to learners and teachers from a learning video repository. This hybrid technique has been successfully applied to a real scenario such as the central video repository of the Universitat Politècnica de València. es_ES
dc.description.sponsorship This work was partially supported by MINECO/FEDER RTI2018-095390-B-C31 and TIN2017-89156-R projects of the Spanish government, and PROMETEO/2018/002 project of Generalitat Valenciana. J. Jordán and V. Botti are funded by UPV PAID-06-18 project. J. Jordán is also funded by grant APOSTD/2018/010 of Generalitat Valenciana - Fondo Social Europeo. es_ES
dc.language Inglés es_ES
dc.publisher Springer es_ES
dc.relation.ispartof Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection: 18th International Conference, PAAMS 2020. Proceedings es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;12092 es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Learning recommender system es_ES
dc.subject Learning object es_ES
dc.subject Learning videos es_ES
dc.subject Content-based es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Recommending Learning Videos for MOOCs and Flipped Classrooms es_ES
dc.type Comunicación en congreso es_ES
dc.type Capítulo de libro es_ES
dc.identifier.doi 10.1007/978-3-030-49778-1_12 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//PAID-06-18/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-89156-R/ES/AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALES/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement///APOSTD%2F2018%2F010//CONTRATACION DE INVESTIGADOR POSTDOCTORAL GVA-JORDAN PRUNERA. PROYECTO: TECNOLOGIAS INTELIGENTES PARA OPTIMIZACION DE FLOTAS URBANAS DE VEHICULOS ELECTRICOS. / es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-095390-B-C31/ES/HACIA UNA MOVILIDAD INTELIGENTE Y SOSTENIBLE SOPORTADA POR SISTEMAS MULTI-AGENTES Y EDGE COMPUTING/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement///PROMETEO%2F2018%2F002//TECNOLOGIES PER ORGANITZACIONS HUMANES EMOCIONALS/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV-VIN//SP20180184//Técnicas inteligentes para optimización de la localización de estaciones de recarga de vehículos eléctricos y mejora de la movilidad en ciudades/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Jordán, J.; Valero Cubas, S.; Turró, C.; Botti Navarro, VJ. (2020). Recommending Learning Videos for MOOCs and Flipped Classrooms. Springer. 146-157. https://doi.org/10.1007/978-3-030-49778-1_12 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 18th International Conference on Practical Applications of Agents and Multiagent Systems (PAAMS 2020) es_ES
dc.relation.conferencedate Octubre 07-09,2020 es_ES
dc.relation.conferenceplace L'Aquila, Italy es_ES
dc.relation.publisherversion https://doi.org/10.1007/978-3-030-49778-1_12 es_ES
dc.description.upvformatpinicio 146 es_ES
dc.description.upvformatpfin 157 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela S\415780 es_ES
dc.contributor.funder European Social Fund es_ES
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder Universitat Politècnica de València es_ES
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