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dc.contributor.authorMorillo Palacios, Bruna
dc.contributor.authorGutiérrez Cárdenas, Juan Manuel
dc.contributor.otherMorillo Palacios, Brunaes_PE
dc.contributor.otherGutiérrez Cárdenas, Juan Manueles_PE
dc.date.accessioned2020-11-30T20:36:47Z
dc.date.available2020-11-30T20:36:47Z
dc.date.issued2021
dc.identifier.citationMorillo-Palacios B. & Gutiérrez-Cárdenas J. (2021) Content-Based Learning Object Recommendation System Using a User Profile Ontology for High School Students. In: Arai K., Kapoor S., Bhatia R. (eds) Proceedings of the Future Technologies Conference (FTC) 2020, (1), 838-858. Advances in Intelligent Systems and Computing. https://doi.org/10.1007/978-3-030-63128-4_63es_PE
dc.identifier.urihttps://hdl.handle.net/20.500.12724/11922
dc.descriptionIndexado en Scopuses_PE
dc.description.abstractThe lack of quality of education in Peruvian schools has caused young people to look for other ways to obtain information, of which the web stands out. However, this tool is made up of billions of web pages, which affects the time each student takes to search. To address this situation, we propose the development of a content-based recommendation system that uses ontologies for data storage. Our recommender system allows the user profile data to be integrated into the model to consider its characteristics as part of the recommendation. We carried out two sets of validations for the evaluation of our proposal, one with expert judgment and the other by gathering the opinion of the end-users. As a result of the first evaluation, we found that 76.25% of the items were highly related to the search. For the second evaluation, we found that our system obtained a usability of 78.67%, considering the opinion of the students tested.es_EN
dc.formatapplication/pdfes_PE
dc.language.isoenges_PE
dc.publisherSpringeres_PE
dc.relation.ispartofurn:issn:2194-5357
dc.rightsinfo:eu-repo/semantics/restrictedAccesses_PE
dc.rightsAtribución 4.0 Internacional (CC BY 4.0)*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.sourceRepositorio Institucional - Ulimaes_PE
dc.sourceUniversidad de Limaes_PE
dc.subjectEstudiantes
dc.subjectToma de decisiones
dc.subjectAprendizaje
dc.subjectStudents
dc.subjectDecision making
dc.subjectLearning
dc.subject.classificationIngeniería de sistemas / Sistemas de informaciónes_PE
dc.titleContent-Based Learning Object Recommendation System Using a User Profile Ontology for High School Studentses_PE
dc.typeinfo:eu-repo/semantics/conferenceObjectes_PE
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.type.otherArtículo de conferencia en Scopuses_PE
dc.identifier.journalAdvances in Intelligent Systems and Computing
dc.publisher.countryCHes_PE
dc.description.peer-reviewRevisión por pareses_PE
dc.subject.ocdehttp://purl.org/pe-repo/ocde/ford#2.02.04es_PE
dc.identifier.doihttps://doi.org/10.1007/978-3-030-63128-4_63


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